Re: [Idnet] Benefits of Introducing AI into Network
yanshen <yanshen@huawei.com> Thu, 11 May 2017 06:54 UTC
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From: yanshen <yanshen@huawei.com>
To: Pedro Martinez-Julia <pedro@nict.go.jp>
CC: "idnet@ietf.org" <idnet@ietf.org>, Sheng Jiang <jiangsheng@huawei.com>
Thread-Topic: [Idnet] Benefits of Introducing AI into Network
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Date: Thu, 11 May 2017 06:53:50 +0000
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References: <D9F58892-34F2-4C7C-9A75-6C21B512F6B0@ebay.com> <3e15e008-f2ae-951d-7b2c-7ada800a075d@gmail.com> <20170511021155.GZ11096@spectre>
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Subject: Re: [Idnet] Benefits of Introducing AI into Network
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> -----Original Message----- > From: IDNET [mailto:idnet-bounces@ietf.org] On Behalf Of Pedro Martinez-Julia > Sent: Thursday, May 11, 2017 10:12 AM > To: Brian E Carpenter <brian.e.carpenter@gmail.com> > Cc: Fang, Luyuan <lufang@ebay.com>; idnet@ietf.org; Sheng Jiang > <jiangsheng@huawei.com> > Subject: Re: [Idnet] Benefits of Introducing AI into Network > > On Thu, May 11, 2017 at 01:35:47PM +1200, Brian E Carpenter wrote: > > On 10/05/2017 18:26, Fang, Luyuan wrote: > > > I think what is driving all these points is scale. Without > > > intelligence, very large scale networks simply become unmanageable, > > > > I am not sure that statement is always true. It is safe to say that > > without *distributed solutions*, very large scale networks become > > unmanageable, and AI technologies can be used to support distributed > > solutions. > > Distributed solutions are required when the "large scale" is about the number of > elements forming a network. However, they are required but not enough for > dealing with a "large scale" of heterogeneity and complexity in scenarios. > > For example: > - AI not required: Increase the bandwidth of all links by 10%. > - AI required: Increase the bandwidth of all links to meet the possible > demands they can have in the near future according to the behavior of > the elements they are connected to. > Agreed with your "AI required". The AI cannot create new resource but it is really good at dealing with complex problems (e.g. resource allocation). > I think that with these simple statements we can justify the need for AI methods > in networking but, please, let me know your comments. Thank you very much. > > Regards, > Pedro > > -- > Pedro Martinez-Julia > Network Science and Convergence Device Technology Laboratory Network > System Research Institute National Institute of Information and Communications > Technology (NICT) 4-2-1, Nukui-Kitamachi, Koganei, Tokyo 184-8795, Japan > Email: pedro@nict.go.jp > --------------------------------------------------------- > *** Entia non sunt multiplicanda praeter necessitatem *** > > _______________________________________________ > IDNET mailing list > IDNET@ietf.org > https://www.ietf.org/mailman/listinfo/idnet
- [Idnet] Benefits of Introducing AI into Network Sheng Jiang
- Re: [Idnet] Benefits of Introducing AI into Netwo… Ing-Jyh Tsang
- Re: [Idnet] Benefits of Introducing AI into Netwo… Fang, Luyuan
- Re: [Idnet] Benefits of Introducing AI into Netwo… Manav Bhatia
- [Idnet] 答复: Benefits of Introducing AI into Netwo… yanshen
- Re: [Idnet] 答复: Benefits of Introducing AI into N… David Meyer
- [Idnet] 答复: 答复: Benefits of Introducing AI into N… yanshen
- Re: [Idnet] Benefits of Introducing AI into Netwo… Brian E Carpenter
- Re: [Idnet] 答复: Benefits of Introducing AI into N… Javier Antich Romaguera
- Re: [Idnet] Benefits of Introducing AI into Netwo… Pedro Martinez-Julia
- Re: [Idnet] Benefits of Introducing AI into Netwo… Brian E Carpenter
- Re: [Idnet] Benefits of Introducing AI into Netwo… yanshen
- Re: [Idnet] Benefits of Introducing AI into Netwo… yanshen
- Re: [Idnet] Benefits of Introducing AI into Netwo… David Meyer
- Re: [Idnet] Benefits of Introducing AI into Netwo… Brian E Carpenter
- Re: [Idnet] Benefits of Introducing AI into Netwo… Javier Antich Romaguera
- Re: [Idnet] Benefits of Introducing AI into Netwo… Brian E Carpenter