[Coin] IN3: A Framework for In-Network Computation of Neural Networks in the Programmable Data Plane
Hesham ElBakoury <helbakoury@gmail.com> Fri, 12 April 2024 02:58 UTC
Return-Path: <helbakoury@gmail.com>
X-Original-To: coin@ietfa.amsl.com
Delivered-To: coin@ietfa.amsl.com
Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id BCBFDC14F689 for <coin@ietfa.amsl.com>; Thu, 11 Apr 2024 19:58:48 -0700 (PDT)
X-Virus-Scanned: amavisd-new at amsl.com
X-Spam-Flag: NO
X-Spam-Score: -7.095
X-Spam-Level:
X-Spam-Status: No, score=-7.095 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, DKIM_SIGNED=0.1, DKIM_VALID=-0.1, DKIM_VALID_AU=-0.1, DKIM_VALID_EF=-0.1, FREEMAIL_FROM=0.001, HTML_MESSAGE=0.001, RCVD_IN_DNSWL_HI=-5, RCVD_IN_ZEN_BLOCKED_OPENDNS=0.001, SPF_HELO_NONE=0.001, SPF_PASS=-0.001, URIBL_DBL_BLOCKED_OPENDNS=0.001, URIBL_ZEN_BLOCKED_OPENDNS=0.001] autolearn=ham autolearn_force=no
Authentication-Results: ietfa.amsl.com (amavisd-new); dkim=pass (2048-bit key) header.d=gmail.com
Received: from mail.ietf.org ([50.223.129.194]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id vfU4GYoYWgED for <coin@ietfa.amsl.com>; Thu, 11 Apr 2024 19:58:44 -0700 (PDT)
Received: from mail-pg1-x52a.google.com (mail-pg1-x52a.google.com [IPv6:2607:f8b0:4864:20::52a]) (using TLSv1.3 with cipher TLS_AES_128_GCM_SHA256 (128/128 bits) key-exchange X25519 server-signature RSA-PSS (2048 bits) server-digest SHA256) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id 3B1E6C14F684 for <coin@irtf.org>; Thu, 11 Apr 2024 19:58:44 -0700 (PDT)
Received: by mail-pg1-x52a.google.com with SMTP id 41be03b00d2f7-5cf2d73a183so962801a12.1 for <coin@irtf.org>; Thu, 11 Apr 2024 19:58:44 -0700 (PDT)
DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20230601; t=1712890723; x=1713495523; darn=irtf.org; h=to:subject:message-id:date:from:mime-version:from:to:cc:subject :date:message-id:reply-to; bh=61wcwNFT10RE1wpKvQj9y8UFcNJQ6JO6opwJkSfHkBY=; b=k0w52o648wWILTLOp97Bb3Li/AWPaaDuMDALuFPIccDMSjOYt7h2oZP2v4bwla1PHk 7cUJWWZx7wYmNv7itUnp5NIOMAw0UllIMab5nw431nwyuIUDzzJmVTOTYN4T1IJprFv/ D1xdEqbwintHvdAngxImhjqQYf6vGr2tf1u4ZyhFe0lqV6Vi0boBy9yJ/0o6U1H3RsHV B0WDOOOm1rNMG1Y08nCM5LyWgKFnPxo5O1clByXWPYEKQibsFf+rqkJf0C89mOzAkzrw JAyy8h2kVQL3H2hDPyqjq4eUETdIStRSlgGgkfbIdMOLp/xzJnrMOAaRln1RXktTS7eT ufrw==
X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20230601; t=1712890723; x=1713495523; h=to:subject:message-id:date:from:mime-version:x-gm-message-state :from:to:cc:subject:date:message-id:reply-to; bh=61wcwNFT10RE1wpKvQj9y8UFcNJQ6JO6opwJkSfHkBY=; b=oTA6s98KUx6NKJurLCQTf4peXFG+IQ1IqYPcI3wRxOXrvLbU10YN266pW6vHmXplNe 9W20sbHJ4KpUL5/3t1PNaXk5hkqc1TFx7v7SyrJMgtJ2S68Akm+NsKd/DXXVnVsnB4KK 3gWTPk+TM2chl2O+pPUBJ3Dofy+hngMaCQ0bGOyL5cFjOKkfD211drz3aFC0wsfmRdDA k0lHK8aTYAm6cHGnpKCB7ArkFagyUxyKBaZQdjLO3l55ZPDVj57VBURJDWLoCvDyg7s4 rdHQECI4V1wOz3xNgt1CpM12lobUXG0uVhfYFdzGfIskfAbNTGaQlpzVhL2GKUQk0CX5 7w2g==
X-Gm-Message-State: AOJu0Yz8VvUhmvsUQ7uVxwgx/Je4CxNrdSapOR2FPYCxMKt5X0NZM8Sf 7VJoFDpOwWCHJzL0jXkaEFP1R13SOHjmbM3a2PqGXpwhb5L9Dk4HyrmJxc9Jpw/xU0fICYtp9S/ DkbgckQQr/ygPXwd4STMDR09X4r8+kw==
X-Google-Smtp-Source: AGHT+IGjqD+3W++w0wEZXuwrbbzsXA09PJ+FKPLDQ5SB6IKlpxHz30P6usLEkUOqgvTlWJhPSareO3nj2DtWWHVUHz0=
X-Received: by 2002:a17:90a:8581:b0:29b:c31:1fe1 with SMTP id m1-20020a17090a858100b0029b0c311fe1mr2040406pjn.10.1712890722985; Thu, 11 Apr 2024 19:58:42 -0700 (PDT)
MIME-Version: 1.0
From: Hesham ElBakoury <helbakoury@gmail.com>
Date: Thu, 11 Apr 2024 19:58:29 -0700
Message-ID: <CAFvDQ9pKHKuNKrhM3FxYf1ssW6NyaFGs02U6BOsZF2JSrVnGAA@mail.gmail.com>
To: coin <coin@irtf.org>
Content-Type: multipart/alternative; boundary="000000000000152fa90615dd7370"
Archived-At: <https://mailarchive.ietf.org/arch/msg/coin/Ox2laJPaeQnJOVnjJiFj8B25qE4>
Subject: [Coin] IN3: A Framework for In-Network Computation of Neural Networks in the Programmable Data Plane
X-BeenThere: coin@irtf.org
X-Mailman-Version: 2.1.39
Precedence: list
List-Id: "COIN: Computing in the Network" <coin.irtf.org>
List-Unsubscribe: <https://mailman.irtf.org/mailman/options/coin>, <mailto:coin-request@irtf.org?subject=unsubscribe>
List-Archive: <https://mailarchive.ietf.org/arch/browse/coin/>
List-Post: <mailto:coin@irtf.org>
List-Help: <mailto:coin-request@irtf.org?subject=help>
List-Subscribe: <https://mailman.irtf.org/mailman/listinfo/coin>, <mailto:coin-request@irtf.org?subject=subscribe>
X-List-Received-Date: Fri, 12 Apr 2024 02:58:48 -0000
I suggest to contact the authors to present this paper [1] to coinrg. This is similar to the Taurus paper that was presented in 2022 [2]. Taurus is used to develop the case for native multi-node in-network machine learning [3] Hesham [1] https://ieeexplore.ieee.org/abstract/document/10494953 [2] https://dl.acm.org/doi/10.1145/3503222.3507726 [3] https://dl.acm.org/doi/abs/10.1145/3565009.3569524
- [Coin] IN3: A Framework for In-Network Computatio… Hesham ElBakoury