Re: [Coin] Fwd: The Future of P4, Revisited

"Y. Richard Yang" <yry@cs.yale.edu> Wed, 17 May 2023 18:52 UTC

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From: "Y. Richard Yang" <yry@cs.yale.edu>
Date: Wed, 17 May 2023 14:52:09 -0400
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To: Toerless Eckert <tte@cs.fau.de>
Cc: Hesham ElBakoury <helbakoury@gmail.com>, hemant@mnkcg.com, Marie-Jose Montpetit <marie@mjmontpetit.com>, coin <coin@irtf.org>, coinrg-chairs@ietf.org
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Subject: Re: [Coin] Fwd: The Future of P4, Revisited
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On Tue, May 16, 2023 at 8:14 PM Toerless Eckert <tte@cs.fau.de> wrote:

> As soon as you see the first published research paper using NPL, pls. let
> me know ;-)
>
>
Here is a paper (SOS 2019) that evaluates and demonstrates one of the main
benefits of the NPL arch: https://dl.acm.org/doi/pdf/10.1145/3314148.3314348

I was very impressed by the generosity of Broadcom---please see the
acknowledgment section...



> On Tue, May 16, 2023 at 11:11:56AM -0700, Hesham ElBakoury wrote:
> > I checked with Broadcom and I was told that NPI language is not
> proprietary
> > and is open. However, NPL DIY with toolchain is a licensed product.
> Broadcom
> > does not have NPL API like P4Runtime API.
> >
> > Hesham
> >
> > On 5/15/2023 1:19 PM, hemant@mnkcg.com wrote:
> > >
> > > Broadcom NPL is proprietary, and Broadcom develops customer code in NPL
> > > for switch. Further Trident/Jericho 2 are 10-12 Tbps asics while Octeon
> > > 10 is a 1 Tbps asic. My company’s P4 compiler makes Octeon P4
> > > programmable.
> > >
> > > Hemant
> > >
> > > *From:* Hesham ElBakoury <helbakoury@gmail.com>
> > > *Sent:* Monday, May 15, 2023 3:28 PM
> > > *To:* hemant@mnkcg.com; 'Toerless Eckert' <tte@cs.fau.de>; 'Marie-Jose
> > > Montpetit' <marie@mjmontpetit.com>
> > > *Cc:* 'coin' <coin@irtf.org>; coinrg-chairs@ietf.org
> > > *Subject:* Re: [Coin] Fwd: The Future of P4, Revisited
> > >
> > > How you compare Marvel Octeon 10 with Broadcom Trident and Jericho 2
> > > devices which use NPL (https://nplang.org).
> > >
> > > Hesham
> > >
> > >     Toerless,
> > >
> > >     This is the latest network processor which supports use in a
> switch or nic.
> > >
> > >
> https://www.marvell.com/content/dam/marvell/en/company/media-kit/octeon-10/marvell-octeon-10-media-deck.pdf
> > >
> > >     This is your Tofino replacement with hardware available from
> Marvell and P4 compiler and tools chain available from my company.
> > >
> > >     Hemant
> > >
> > >     -----Original Message-----
> > >
> > >     From: Coin<coin-bounces@irtf.org>  <mailto:coin-bounces@irtf.org>
> On Behalf Of Toerless Eckert
> > >
> > >     Sent: Monday, May 15, 2023 1:04 PM
> > >
> > >     To: Marie-Jose Montpetit<marie@mjmontpetit.com>  <mailto:
> marie@mjmontpetit.com>
> > >
> > >     Cc: coin<coin@irtf.org>  <mailto:coin@irtf.org>;
> coinrg-chairs@ietf.org
> > >
> > >     Subject: Re: [Coin] Fwd: The Future of P4, Revisited
> > >
> > >     Thanks, Marie-Jose
> > >
> > >     IMHO:
> > >
> > >     - P4 in research short-term:
> > >
> > >        Researchers can not do real-world relevant PoC with just BMV2,
> because it has no constraints.
> > >
> > >        All those papers claiming some problem can be solved with P4
> and then just use BMV2 are just
> > >
> > >        so painful to read/listen-to. We really need a BMV2 with the
> exact constraints of Tofino,
> > >
> > >        and given how Intel is deinvesting from Tofino, maybe they
> would finally be willing to
> > >
> > >        publish those constraints outside of NDA so this can be
> implemented into BMV2.
> > >
> > >     - SmartNICs:
> > >
> > >        P4 is not the right DSL for SmartNICs even if Intel may say so
> because they want to
> > >
> > >        sell SmartNICs and have a brand with P4. SmartNICs are much
> more flexible, and programming then
> > >
> > >        in P4 constraints you. If you don't know anything better, try
> eBPF. That is AFAIK the
> > >
> > >        most widely adopted DSL today to span general purpose CPU
> (host/router CPU), and SmartNICs.
> > >
> > >        SmartNICs are a great target FPE for forwarding plane features
> you do not need on every hop,
> > >
> > >        but for example only on few "can be more expensive" hops. WAN
> interface of site-edge-routers
> > >
> > >        (Campus, Home, WAN) for example. But do not try to assume they
> would be used beyond that
> > >
> > >        (on every hop == especially on higher aggregation speed links!).
> > >
> > >     - P4/Coin for higher-than-forwarding-plane features:
> > >
> > >        With Tofino disappearing, i think we should caution researchers
> to NOT invest cycles trying to
> > >
> > >        implement solutions on P4 with the explicit purpose of
> "abusing" Tofino, aka: Program a
> > >
> > >        non-forwarding-plane problem solution in P4 in the expectation
> that a fast P4 exeuction
> > >
> > >        product like Tofino would be a great alternative/competition to
> other execution platforms
> > >
> > >        (SmartNIC, CPU,...). We had several of those great ideas
> presented/shown in Coin, they
> > >
> > >        where all about higher than forwarding-plane "compute"
> problems. But very quickly, with
> > >
> > >        Tofino aging, i am sure CPU or SmartNIC slutions for the same
> problems can easily be
> > >
> > >        shown to be more cost-effective.
> > >
> > >     - Long-term forwarding plane research:
> > >
> > >        The rejection of the industry (outside Intel) to support P4 for
> researchers on their router/switch
> > >
> > >        forwarding planes (for a decade now) should primarily be a
> trigger for research funding
> > >
> > >        such as from NSF/EU to better enable long-term forwarding plane
> research. IMHO there
> > >
> > >        should simply be a single well funded effort for a Network
> Programming Element (NPE) equivalent
> > >
> > >        to RISC-V. Aka: fully open source architecture and instruction
> set for a research NPE,
> > >
> > >        competitive to industry products. There are lot of other
> benefits from such an effort
> > >
> > >        that could help make that happen.
> > >
> > >     Cheers
> > >
> > >          Toerless
> > >
> > >     On Mon, May 15, 2023 at 03:33:42AM -0700, Marie-Jose Montpetit
> wrote:
> > >
> > >         Interesting article for out community.
> > >
> > >         mjm
> > >
> > >         Marie-José Montpetit, Ph.D.
> > >
> > >         marie@mjmontpetit.com
> > >
> > >         From: Larry Peterson from Systems Approach
> > >
> > >         <systemsapproach@substack.com>  <mailto:
> systemsapproach@substack.com>  <systemsapproach@substack.com>  <mailto:
> systemsapproach@substack.com>
> > >
> > >         Reply: Larry Peterson from Systems Approach
> > >
> > >
>  <reply+1zsws7&rqag0&&3ca860fd966ac1a0bf575ed48379b6645b7df5edc0903e4c5
> > >
> > >         e79a3a42d6a0a51@mg1.substack.com>
> > >
> > >
>  <reply+1zsws7&rqag0&&3ca860fd966ac1a0bf575ed48379b6645b7df5edc0903e4c5
> > >
> > >         e79a3a42d6a0a51@mg1.substack.com>
> > >
> > >         Date: May 15, 2023 at 3:55:52 AM
> > >
> > >         To:marie@mjmontpetit.com  <marie@mjmontpetit.com>
> > > <mailto:marie@mjmontpetit.com>
> > >
> > >         <marie@mjmontpetit.com>  <mailto:marie@mjmontpetit.com>
> > >
> > >         Subject:  The Future of P4, Revisited
> > >
> > >         The P4 Workshop was a couple weeks ago, and as General Chair,
> I went
> > >
> > >         into it with a fair amount of trepidation. My concern was that
> Intel’s
> > >
> > >         announcement earlier this year that they’re cancelling
> development of
> > >
> > >         the Tofino 3 switching chip would have a chilling effect, not
> only on
> > >
> > >         the Workshop, but also on the future of P4. That concern has
> been
> > >
> > >         voiced in several forums  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌
> ‌ ‌ ‌ ‌
> > >
> > >         ‌ ‌ ‌ Open in app
> > >
> > >         <
> https://open.substack.com/pub/systemsapproach/p/the-future-of-p4-one-  <
> https://open.substack.com/pub/systemsapproach/p/the-future-of-p4-one-perspective?utm_source=email&redirect=app-store
> >
> > >
> > >         perspective?utm_source=email&redirect=app-store>
> > >         <
> https://open.substack.com/pub/systemsapproach/p/the-future-of-p4-one-perspective?utm_source=email&redirect=app-store
> >
> > >
> > >         or online
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4T<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  lRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWF<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  YTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmU<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  S50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTI<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  wNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxM<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >
>  zczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGl<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >         yZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU?>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dG9rZW49ZXlKMWMyVnlYMmxrSWpvME5qVTNOakl5TkN3aWNHOXpkRjlwWkNJNk1USXdOakF4TlRreExDSnBZWFFpT2pFMk9EUXhNemN6TkRrc0ltVjRjQ0k2TVRZNE5qY3lPVE0wT1N3aWFYTnpJam9pY0hWaUxUSTRNemswTXlJc0luTjFZaUk2SW5CdmMzUXRjbVZoWTNScGIyNGlmUS50UVhzNmRNSG1GRWdMS0I0dlVHNHVHSlRVU0UwTjdVZEFIMXFzajg2bUNBIiwicCI6MTIwNjAxNTkxLCJzIjoyODM5NDMsImYiOnRydWUsInUiOjQ2NTc2MjI0LCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTAiLCJzdWIiOiJsaW5rLXJlZGlyZWN0In0.6L7-AmSfpdLfVXnKIHzqDqYX9u_tCmRVPJC2N9oP8gU
> ?>
> > >
> > >         The Future of P4, Revisited
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  01591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIj<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  o0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >         .tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >         Larry Peterson
> > >
> > >         <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=  <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         May 15
> > >
> > >         <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=  <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/ff29b5a3-7ea9-4b83-b888-b0c517b2bedd?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  01591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIs<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  ImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIi<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  wic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&u<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >         tm_medium=email>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  01591&utm_source=substack&utm_medium=email&isFreemail=true&comments=tr<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  ue&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiO<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  jE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&ut<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >         m_source=substack&utm_medium=email>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXR<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  tX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  W1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQ<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  sImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1Y<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  iI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >         &utm_source=substack&utm_medium=email>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >         Share
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  01591&utm_source=substack&utm_medium=email&utm_content=share&action=sh<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  are&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNC<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  wicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >
>  OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFE<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >         gLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&utm_content=share&action=share&triggerShare=true&isFreemail=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA
> >
> > >
> > >         The P4 workshop has now been chaired by both co-founders of
> Systems
> > >
> > >         Approach, but this year the P4 landscape has shifted again with
> > >
> > >         Intel’s announcement that Tofino 3, its flagship P4-powered
> switching
> > >
> > >         chip, would not go ahead. There is much more to P4 than Tofino,
> > >
> > >         however, as we explore in this week’s newsletter.
> > >
> > >         ------------------------------
> > >
> > >         The P4 Workshop
> > >
> > >         <
> https://substack.com/redirect/4b87822a-70c6-4ffa-864a-45637b26909c?j=  <
> https://substack.com/redirect/4b87822a-70c6-4ffa-864a-45637b26909c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/4b87822a-70c6-4ffa-864a-45637b26909c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         was a couple weeks ago, and as General Chair, I went into it
> with a
> > >
> > >         fair amount of trepidation. My concern was that Intel’s
> announcement
> > >
> > >         <
> https://substack.com/redirect/a0831b60-fff8-4ded-88c7-f3e6ef7e1e54?j=  <
> https://substack.com/redirect/a0831b60-fff8-4ded-88c7-f3e6ef7e1e54?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/a0831b60-fff8-4ded-88c7-f3e6ef7e1e54?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         earlier this year that they’re cancelling development of the
> Tofino 3
> > >
> > >         switching chip would have a chilling effect, not only on the
> Workshop,
> > >
> > >         but also on the future of P4. That concern has been voiced in
> several
> > >
> > >         forums, including SIGCOMM’s Slack workspace
> > >
> > >         <
> https://substack.com/redirect/300dcab9-6056-4c82-9627-1e08ea449b0e?j=  <
> https://substack.com/redirect/300dcab9-6056-4c82-9627-1e08ea449b0e?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/300dcab9-6056-4c82-9627-1e08ea449b0e?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >,
> > >
> > >         with members of the P4 Advisory Board
> > >
> > >         <
> https://substack.com/redirect/2fcc130d-cf74-4d68-be4e-d531cbb379b4?j=  <
> https://substack.com/redirect/2fcc130d-cf74-4d68-be4e-d531cbb379b4?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/2fcc130d-cf74-4d68-be4e-d531cbb379b4?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         making reassuring pronouncements in various settings. (See for
> > >
> > >         example, Nick McKeown’s post to the P4 Forum
> > >
> > >         <
> https://substack.com/redirect/b0f9bc57-686d-4962-8676-c234ebcbd12f?j=  <
> https://substack.com/redirect/b0f9bc57-686d-4962-8676-c234ebcbd12f?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/b0f9bc57-686d-4962-8676-c234ebcbd12f?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >,
> > >
> > >         and Nick along with Nate Foster and Jennifer Rexford
> discussing the
> > >
> > >         future of Network Programmability on The Networking Channel
> > >
> > >         <
> https://substack.com/redirect/f2016908-8afb-4538-be3d-5d0e6aab0b3c?j=  <
> https://substack.com/redirect/f2016908-8afb-4538-be3d-5d0e6aab0b3c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/f2016908-8afb-4538-be3d-5d0e6aab0b3c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         ).
> > >
> > >         I won’t try to give a point-by-point replay of what Nick,
> Nate, and
> > >
> > >         Jen and others have been saying, except to observe that at a
> high
> > >
> > >         level it can be summarized as follows:
> > >
> > >         *Programmable Networks  >>  P4 Language  >>  Tofino Switching
> Chip*
> > >
> > >         They point out, for example, that Tofino is just one of many
> > >
> > >         interesting backend targets for P4 programs (SmartNICs
> > >
> > >         <
> https://substack.com/redirect/f5d04cdb-5915-42ab-9904-a20c38eeab33?j=  <
> https://substack.com/redirect/f5d04cdb-5915-42ab-9904-a20c38eeab33?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/f5d04cdb-5915-42ab-9904-a20c38eeab33?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         and IPUs
> > >
> > >         <
> https://substack.com/redirect/a0ddc803-4ea3-4248-96a1-bdc33f86cd15?j=  <
> https://substack.com/redirect/a0ddc803-4ea3-4248-96a1-bdc33f86cd15?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/a0ddc803-4ea3-4248-96a1-bdc33f86cd15?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         being the next “big deal”) and P4 is one of many tools being
> used to
> > >
> > >         inject functionality into the end-to-end network path (DPDK
> and eBPF
> > >
> > >         being two active projects that people are integrating with P4).
> > >
> > >         Ultimately, the value of programmability comes from having
> visibility
> > >
> > >         and control over the network, and there are many complementary
> approaches to making that happen.
> > >
> > >         With that background, I do have three takeaways from what
> turned out
> > >
> > >         to be an interesting and vibrant two days at the P4 Workshop
> (despite
> > >
> > >         my initial concerns).
> > >
> > >         First, we’re often so focused on P4 as a tool to program the
> > >
> > >         forwarding pipeline that we forget the other half of its value
> > >
> > >         proposition: It also provides a way to specify the behavior of
> a
> > >
> > >         pipeline (independent of how that pipeline is implemented). We
> talk
> > >
> > >         about this idea, and the value of being able to auto-generate
> the
> > >
> > >         Control API, in the P4 chapter of our SDN Book
> > >
> > >         <
> https://substack.com/redirect/4b87822a-70c6-4ffa-864a-45637b26909c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> <
> https://substack.com/redirect/4b87822a-70c6-4ffa-864a-45637b26909c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >.
> > >
> > >         Rob Sherwood made a similar argument
> > >
> > >         <
> https://substack.com/redirect/2442a19b-b82c-410c-8692-f50b89733875?j=  <
> https://substack.com/redirect/2442a19b-b82c-410c-8692-f50b89733875?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/2442a19b-b82c-410c-8692-f50b89733875?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         at the P4 Workshop. It is now becoming a reality as companies
> like
> > >
> > >         Google are starting to use such behavioral definitions as a
> Hardware
> > >
> > >         Abstraction Layer (see Parveen Patel’s Keynote
> > >
> > >         <
> https://substack.com/redirect/e656a164-3fef-497b-9628-ffeb700108af?j=  <
> https://substack.com/redirect/e656a164-3fef-497b-9628-ffeb700108af?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/e656a164-3fef-497b-9628-ffeb700108af?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         at the Workshop). This makes me hopeful that we are rapidly
> > >
> > >         approaching the day when a P4 program (plus the generated P4RT
> > >
> > >         interface) will become the standard way network providers
> specify
> > >
> > >         their requirements to network vendors, and proposed new
> features
> > >
> > >         (whether proprietary or standard) will be specified by a P4
> program
> > >
> > >         (potentially augmenting the intuition and design rationale
> presented in an RFC).
> > >
> > >         *As an aside, I couldn’t help but notice the similarities
> between the
> > >
> > >         architecture Parveen described and the way P4 has been used to
> program
> > >
> > >         the forwarding plane of the 5G Mobile Core
> > >
> > >         <
> https://substack.com/redirect/64e4cac9-e6fd-4652-8e36-09f50ff1305c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> <
> https://substack.com/redirect/64e4cac9-e6fd-4652-8e36-09f50ff1305c?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >.
> > >
> > >         Both include a P4-based “abstract forwarding model” that’s
> independent
> > >
> > >         of the underlying implementation details*.
> > >
> > >         Second, it is common to divide forwarding pipelines into
> “programmable”
> > >
> > >         versus “fixed function”, but this glosses over what might be
> the more
> > >
> > >         important distinction: whether the pipeline is *open* or
> *closed*.
> > >
> > >         Even “fixed function” pipelines are increasingly flexible–it’s
> just a
> > >
> > >         question of how restrictive the vendor is in who they allow to
> make
> > >
> > >         changes. This restriction may have the biggest impact on
> researchers
> > >
> > >         who want to experiment with a new feature (especially ones
> that do not
> > >
> > >         yet have a proven market), but maybe less so in the commercial
> world
> > >
> > >         where incentives to make changes are (arguably) well-defined.
> Using P4
> > >
> > >         as the “spec language” (as I just outlined) has the potential
> to
> > >
> > >         accelerate the process on the commercial side. On the research
> side,
> > >
> > >         there is a strong argument in favor of using Tofino 2 to
> demonstrate
> > >
> > >         the feasibility and value of new ideas (12.8 Tb/s still makes
> for a
> > >
> > >         credible Proof-of-Concept), and repeating the refrain yet
> again,
> > >
> > >         P4-as-spec makes for a compelling tech transfer story. If that
> were to
> > >
> > >         happen, it would be interesting to see how vendors and chip
> designers
> > >
> > >         adapt to reduce their spec-to-hardware implementation
> overhead. I
> > >
> > >         would argue that programmable forwarding planes have a
> time-to-market advantage even for closed solutions.
> > >
> > >         Third, our focus on quantifiable metrics makes it easy to
> forget about
> > >
> > >         the less quantifiable aspects of programmability. At its core,
> P4 is a
> > >
> > >         programming language that does a good job of abstracting the
> essence
> > >
> > >         of a packet forwarding pipeline. It is enormously impressive
> that a P4
> > >
> > >         program can be compiled onto a PISA-based
> > >
> > >         <
> https://substack.com/redirect/01cfb256-04e7-49f8-9600-55e1471955b8?j=  <
> https://substack.com/redirect/01cfb256-04e7-49f8-9600-55e1471955b8?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/01cfb256-04e7-49f8-9600-55e1471955b8?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         switching chip that has the same performance, die area, cost,
> and
> > >
> > >         power consumption of a fixed-function ASIC (and that
> equivalency was
> > >
> > >         probably necessary for P4 to be taken seriously), but hitting
> that
> > >
> > >         quantifiable mark is not sufficient. Well-designed languages
> are
> > >
> > >         software tools that bring clarity to the intellectual
> challenge of
> > >
> > >         programming. For me, the biggest “aha” moment of the Workshop
> was when
> > >
> > >         Chris Sommers (long-time P4 contributor and new co-Chair of
> the API
> > >
> > >         Working Group) started rattling off all the functions he’d been
> > >
> > >         involved in writing in P4, and remarking on how natural P4
> makes that
> > >
> > >         process. There is certainly room to add new language features
> as P4
> > >
> > >         expands its domain to include SmartNICs and IPUs—as Chris and
> the
> > >
> > >         other WG chairs are now pursuing—but having an existing target
> to evolve is a great position to be in.
> > >
> > >         One common thread that weaves its way through these three
> takeaways is
> > >
> > >         that Intel’s cancellation of the Tofino 3 chip is a potentially
> > >
> > >         helpful forcing
> > >
> > >         function: The P4 community has to demonstrate the value of the
> > >
> > >         language without being buttressed by ever-improving performance
> > >
> > >         numbers that have more to do with 7nm semiconductor technology
> than
> > >
> > >         anything networking people have done. I saw a lot of evidence
> that
> > >
> > >         exactly that is happening at last month’s workshop. The march
> to
> > >
> > >         programmable networks is inevitable (in my view), and I’m still
> > >
> > >         optimistic about the role P4 will play a central role.
> > >
> > >         Systems Approach is reader-supported and we are committed to
> keeping
> > >
> > >         our books and articles open to all. To receive new posts and
> support
> > >
> > >         our work, consider becoming a free or paid subscriber.
> > >
> > >         Upgrade to paid
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  Wx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUM<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  tRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsIml<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  hdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6I<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  mxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >
>  _medium=email&utm_source=subscribe-widget-preamble&utm_content=1206015<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >         91>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_medium=email&utm_source=subscribe-widget-preamble&utm_content=120601591
> >
> > >
> > >         ------------------------------
> > >
> > >         We continue to run into people who want to translate our books
> into
> > >
> > >         other languages, and if you are one of them, you should
> definitely
> > >
> > >         reach out to us. The latest entrant is a Portuguese translation
> > >
> > >         <
> https://substack.com/redirect/e0ad5652-867f-4d2c-8cd6-3fc8b0f8eda0?j=  <
> https://substack.com/redirect/e0ad5652-867f-4d2c-8cd6-3fc8b0f8eda0?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> > >         <
> https://substack.com/redirect/e0ad5652-867f-4d2c-8cd6-3fc8b0f8eda0?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >
> > >
> > >         of our Private 5G book by Edmar Candeia Gurjão. You can find
> other
> > >
> > >         translations of our books here
> > >
> > >         <
> https://substack.com/redirect/0d0dad50-a3db-42e9-9ad6-95318436a540?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0>
> <
> https://substack.com/redirect/0d0dad50-a3db-42e9-9ad6-95318436a540?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >.
> > >
> > >         You can follow us on Mastodon
> > >
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> <
> https://substack.com/redirect/3e6fc5cc-6a89-4a15-97bf-231cf12de9ec?j=eyJ1IjoicnFhZzAifQ.CwdsLjQyIcRXfYRGUucLsXfrvggM3KKa9Z1jxtXNWH0
> >.
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> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  Wx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUM<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  tRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsIml<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  hdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6I<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  mxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >         _source=substack&utm_medium=email&utm_content=postcta>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >         Upgrade to paid
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  Wx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUM<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  tRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsIml<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  hdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6I<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >
>  mxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >         _source=substack&utm_medium=email&utm_content=postcta>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3N1YnNjcmliZT90b2tlbj1leUoxYzJWeVgybGtJam8wTmpVM05qSXlOQ3dpYVdGMElqb3hOamcwTVRNM016UTVMQ0psZUhBaU9qRTJPRFkzTWprek5Ea3NJbWx6Y3lJNkluQjFZaTB5T0RNNU5ETWlMQ0p6ZFdJaU9pSmphR1ZqYTI5MWRDSjkuLW5LYUMtRE1weEw3Smp0bHh4U1I0aEFFLXQ2QWltZ0lENFlFRC1BbWJicyZ1dG1fc291cmNlPXBvc3QiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.lWjTeCLgxCt9OYaegbWWppVXvEzTeJBQs6psa45Oowg?&utm_source=substack&utm_medium=email&utm_content=postcta
> >
> > >
> > >         Like
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
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> > >
> > >
>  01591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
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>  VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIs<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  ImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIi<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >
>  wic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&u<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >         tm_medium=email>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&isFreemail=true&submitLike=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJyZWFjdGlvbiI6IuKdpCIsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMjgzOTQzIiwic3ViIjoicmVhY3Rpb24ifQ.vN6AE7iLQvKkv98V0RaNKEWEX9UdKbdHQdc3nu95Kyg&utm_medium=email
> >
> > >
> > >         Comment
> > >
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=1206  <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  01591&utm_source=substack&utm_medium=email&isFreemail=true&comments=tr<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  ue&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiO<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  jE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&ut<
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >         m_source=substack&utm_medium=email>
> > >         <
> https://substack.com/app-link/post?publication_id=283943&post_id=120601591&utm_source=substack&utm_medium=email&isFreemail=true&comments=true&token=eyJ1c2VyX2lkIjo0NjU3NjIyNCwicG9zdF9pZCI6MTIwNjAxNTkxLCJpYXQiOjE2ODQxMzczNDksImV4cCI6MTY4NjcyOTM0OSwiaXNzIjoicHViLTI4Mzk0MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.tQXs6dMHmFEgLKB4vUG4uGJTUSE0N7UdAH1qsj86mCA&utm_source=substack&utm_medium=email
> >
> > >
> > >         Restack
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXR<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  tX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  W1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQ<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  sImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1Y<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >
>  iI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
> >
> > >
> > >         &utm_source=substack&utm_medium=email>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL3AvdGhlLWZ1dHVyZS1vZi1wNC1vbmUtcGVyc3BlY3RpdmU_dXRtX3NvdXJjZT1zdWJzdGFjayZ1dG1fbWVkaXVtPWVtYWlsJmFjdGlvbj1yZXN0YWNrLWNvbW1lbnQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.hfc7rMzN53dfpysbLYXxmtkw9siB9dPnC71KIavCOTo?&utm_source=substack&utm_medium=email
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> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY  <
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  2guc3Vic3RhY2suY29tL2FjdGlvbi9kaXNhYmxlX2VtYWlsP3Rva2VuPWV5SjFjMlZ5WDJ<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
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> > >
>  sa0lqbzBOalUzTmpJeU5Dd2ljRzl6ZEY5cFpDSTZNVEl3TmpBeE5Ua3hMQ0pwWVhRaU9qR<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  TJPRFF4TXpjek5Ea3NJbVY0Y0NJNk1UWTROamN5T1RNME9Td2lhWE56SWpvaWNIVmlMVEk<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  0TXprME15SXNJbk4xWWlJNkltUnBjMkZpYkdWZlpXMWhhV3dpZlEuRXdaUkN3ZEdjdG8xd<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  FdwbmRVd3h2eXZKUk5pVmlOX2h1ZDBVNERDbVZYayZleHBpcmVzPTM2NWQiLCJwIjoxMjA<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzN<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >
>  zM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJ<
> https://substack.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.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >         lY3QifQ.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM?>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zeXN0ZW1zYXBwcm9hY2guc3Vic3RhY2suY29tL2FjdGlvbi9kaXNhYmxlX2VtYWlsP3Rva2VuPWV5SjFjMlZ5WDJsa0lqbzBOalUzTmpJeU5Dd2ljRzl6ZEY5cFpDSTZNVEl3TmpBeE5Ua3hMQ0pwWVhRaU9qRTJPRFF4TXpjek5Ea3NJbVY0Y0NJNk1UWTROamN5T1RNME9Td2lhWE56SWpvaWNIVmlMVEk0TXprME15SXNJbk4xWWlJNkltUnBjMkZpYkdWZlpXMWhhV3dpZlEuRXdaUkN3ZEdjdG8xdFdwbmRVd3h2eXZKUk5pVmlOX2h1ZDBVNERDbVZYayZleHBpcmVzPTM2NWQiLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.l6lDN2unh8JkUjeYEXjKiNFu7akDZ_FyOQUxaYockVM
> ?>
> > >
> > >         [image: Start writing]
> > >
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc  <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >
>  2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGV<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >
>  udD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFb<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >
>  WFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0Myw<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >
>  iZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5M<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >
>  zQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96<
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >         bIPsssoL78rJrnvkIgcdwC4WQfs?>
> > >         <
> https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly9zdWJzdGFjay5jb20vc2lnbnVwP3V0bV9zb3VyY2U9c3Vic3RhY2smdXRtX21lZGl1bT1lbWFpbCZ1dG1fY29udGVudD1mb290ZXImdXRtX2NhbXBhaWduPWF1dG9maWxsZWQtZm9vdGVyJmZyZWVTaWdudXBFbWFpbD1tYXJpZUBtam1vbnRwZXRpdC5jb20iLCJwIjoxMjA2MDE1OTEsInMiOjI4Mzk0MywiZiI6dHJ1ZSwidSI6NDY1NzYyMjQsImlhdCI6MTY4NDEzNzM0OSwiZXhwIjoxNjg2NzI5MzQ5LCJpc3MiOiJwdWItMCIsInN1YiI6ImxpbmstcmVkaXJlY3QifQ.GtVGEVhyYZ__pv96bIPsssoL78rJrnvkIgcdwC4WQfs
> ?>
> > >
> > >         --
> > >
> > >         Coin mailing list
> > >
> > >         Coin@irtf.org
> > >
> > >         https://www.irtf.org/mailman/listinfo/coin
> > >
> > >
> > >
>
> --
> ---
> tte@cs.fau.de
>
> --
> Coin mailing list
> Coin@irtf.org
> https://www.irtf.org/mailman/listinfo/coin
>


-- 
-- 
 =====================================
| Y. Richard Yang <yry@cs.yale.edu>   |
| Professor of Computer Science       |
| http://www.cs.yale.edu/~yry/        |
 =====================================