From nobody Sat Mar 10 00:11:58 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id 6D05A126DEE for ; Sat, 10 Mar 2018 00:11:57 -0800 (PST) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -6.91 X-Spam-Level: X-Spam-Status: No, score=-6.91 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, RCVD_IN_DNSWL_HI=-5, T_RP_MATCHES_RCVD=-0.01] autolearn=ham autolearn_force=no Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id X-Q_0sMLD2RF for ; Sat, 10 Mar 2018 00:11:55 -0800 (PST) Received: from mail2-relais-roc.national.inria.fr (mail2-relais-roc.national.inria.fr [192.134.164.83]) (using TLSv1.2 with cipher ECDHE-RSA-AES256-GCM-SHA384 (256/256 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id 2CA4712D93F for ; Sat, 10 Mar 2018 00:11:48 -0800 (PST) X-IronPort-AV: E=Sophos;i="5.47,449,1515452400"; d="scan'208";a="317312916" Received: from unknown (HELO [192.168.43.172]) ([80.12.63.105]) by mail2-relais-roc.national.inria.fr with ESMTP/TLS/DHE-RSA-AES128-SHA; 10 Mar 2018 09:10:45 +0100 From: =?UTF-8?B?SsOpcsO0bWUgRnJhbsOnb2lz?= To: idnet@ietf.org Message-ID: Date: Sat, 10 Mar 2018 09:10:09 +0100 User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Thunderbird/52.6.0 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Archived-At: Subject: [Idnet] Last week to submit IEEE SOFTNETICS (International Workshop on Softwarized Networks Analytics) - NetSoft 2018 X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Sat, 10 Mar 2018 08:11:57 -0000 ====================================================================== IEEE SOFTNETICS 2018 International Workshop on Softwarized Networks Analytics Colocated with IEEE NetSoft 2018, 25-29 June 2018 – Montreal, Canada http://softnetics.inria.fr/ Paper submission: March 16, 2018 Notification of acceptance: April 6, 2018 Camera ready: April 20, 2018 Workshop date: June 25 or 29, 2018 ====================================================================== Thanks to enhanced programmability, all related networking technologies promise a higher level of flexibility, a stronger coupling between network and services, applications and users in order to offer high-end and customized services. Softwarization of network promotes innovation in telecommunication networks and actually support , new methods and mechanisms have to be established to fully take advantage of the offered capabilities. For example, heuristic-based optimization techniques have proven to be successful in deriving network policies to configurations of softwarized network elements. In parallel, the big data era stimulates the use of artificial intelligence, Machine Learning (ML) and data mining techniques as well as the apparition of batch and streaming data analytic frameworks and paradigms. Deep learning recently gains in popularity and paves the way to more powerful application of ML to various problems. Many areas can leverage all this type of analytics to handle the data explosion phenomenon or increasing complexity of problems to solve in an efficient and valuable way, as for example to detect or even predict threats, decide on mitigation strategies, provision resources for QoS, etc. The objectives of advanced algorithms would be to support better decisions for softwarized networks in a fully automated way or to assist or guide human operators with strong and enhanced cooperation with new visualisation approaches including virtual reality. There are also important challenges to be addressed on how to efficiently collect and process data of a softwarized network and even how to integrated data from external sources in order to improve the derived knowledge. Topics of interest: Authors are invited to submit original contributions about technologies applied to softwarized networks that falls into the following list of topics of interest (not exclusive list). Both theoretical contributions as well as technical developments and practical evaluations are in the scope of the workshop: - Data-Driven softwarization of networks - Verification of softwarized networks - Security analytics in SDN - Large-scale monitoring in SDN and NFV - Routing optimization Security policy configurations - Analytics for QoS and QoE - Analytics-oriented framework and architectures for networking - Data-analytics integration in softwarized networks - Optimization techniques - New machine learning algorithms for softwarized networks - Attack design and mitigation ====================================================================== Venue: SOFTNETICS will be held in conjunction with IEEE Conference on Network Softwarization (NetSoft) 2018 in Montreal, Canada ====================================================================== Submission Instructions: Prospective authors are invited to submit original, unpublished works for publication in the IEEE Netsoft 2018 proceedings and for presentation in the workshop. Papers under review elsewhere must not be submitted to the workshop. Submissions must be in IEEE 2-column style and have a maximum length of 6 pages (full paper) or 4 pages (short paper). Papers will be withdrawn from IEEE Xplore in case the authors do not present their paper at the workshop Submissions must be made in PDF format via: https://jems.sbc.org.br/home.cgi?c=3006 ====================================================================== Workshop co-chairs: Jérôme François Inria Nancy Grand Est, France Shen Yan, Huawei Technologies, China From nobody Mon Mar 19 06:03:48 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id 22F3012DA1D for ; Mon, 19 Mar 2018 06:03:18 -0700 (PDT) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -6.909 X-Spam-Level: X-Spam-Status: No, score=-6.909 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, RCVD_IN_DNSWL_HI=-5, T_RP_MATCHES_RCVD=-0.01, URIBL_BLOCKED=0.001] autolearn=ham autolearn_force=no Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id 8tHccAyWGEPO for ; Mon, 19 Mar 2018 06:03:13 -0700 (PDT) Received: from mail3-relais-sop.national.inria.fr (mail3-relais-sop.national.inria.fr [192.134.164.104]) (using TLSv1.2 with cipher ECDHE-RSA-AES256-GCM-SHA384 (256/256 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id ADADE12DA3D for ; Mon, 19 Mar 2018 06:03:00 -0700 (PDT) X-IronPort-AV: E=Sophos;i="5.48,330,1517871600"; d="scan'208";a="258926760" Received: from tadam.loria.fr (HELO [152.81.3.52]) ([152.81.3.52]) by mail3-relais-sop.national.inria.fr with ESMTP/TLS/DHE-RSA-AES128-SHA; 19 Mar 2018 14:02:58 +0100 From: =?UTF-8?B?SsOpcsO0bWUgRnJhbsOnb2lz?= To: idnet@ietf.org Message-ID: <614c5ff6-d5ad-6430-896a-30ceb350f624@inria.fr> Date: Mon, 19 Mar 2018 14:02:13 +0100 User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Thunderbird/52.6.0 MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Archived-At: Subject: [Idnet] Deadline extended to March 23 - IEEE SOFTNETICS (International Workshop on Softwarized Networks Analytics) - NetSoft 2018 X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Mon, 19 Mar 2018 13:03:19 -0000 The deadline for SOFTENICS has been extended to March 23, so few days more to submit your paper ! ====================================================================== IEEE SOFTNETICS 2018 International Workshop on Softwarized Networks Analytics Colocated with IEEE NetSoft 2018, 25-29 June 2018 – Montreal, Canada http://softnetics.inria.fr/ Paper submission: March 23, 2018 (Hard deadline) Notification of acceptance: April 6, 2018 Camera ready: April 20, 2018 Workshop date: June 25 or 29, 2018 ====================================================================== Thanks to enhanced programmability, all related networking technologies promise a higher level of flexibility, a stronger coupling between network and services, applications and users in order to offer high-end and customized services. Softwarization of network promotes innovation in telecommunication networks and actually support , new methods and mechanisms have to be established to fully take advantage of the offered capabilities. For example, heuristic-based optimization techniques have proven to be successful in deriving network policies to configurations of softwarized network elements. In parallel, the big data era stimulates the use of artificial intelligence, Machine Learning (ML) and data mining techniques as well as the apparition of batch and streaming data analytic frameworks and paradigms. Deep learning recently gains in popularity and paves the way to more powerful application of ML to various problems. Many areas can leverage all this type of analytics to handle the data explosion phenomenon or increasing complexity of problems to solve in an efficient and valuable way, as for example to detect or even predict threats, decide on mitigation strategies, provision resources for QoS, etc. The objectives of advanced algorithms would be to support better decisions for softwarized networks in a fully automated way or to assist or guide human operators with strong and enhanced cooperation with new visualisation approaches including virtual reality. There are also important challenges to be addressed on how to efficiently collect and process data of a softwarized network and even how to integrated data from external sources in order to improve the derived knowledge. Topics of interest: Authors are invited to submit original contributions about technologies applied to softwarized networks that falls into the following list of topics of interest (not exclusive list). Both theoretical contributions as well as technical developments and practical evaluations are in the scope of the workshop: - Data-Driven softwarization of networks - Verification of softwarized networks - Security analytics in SDN - Large-scale monitoring in SDN and NFV - Routing optimization Security policy configurations - Analytics for QoS and QoE - Analytics-oriented framework and architectures for networking - Data-analytics integration in softwarized networks - Optimization techniques - New machine learning algorithms for softwarized networks - Attack design and mitigation ====================================================================== Venue: SOFTNETICS will be held in conjunction with IEEE Conference on Network Softwarization (NetSoft) 2018 in Montreal, Canada ====================================================================== Submission Instructions: Prospective authors are invited to submit original, unpublished works for publication in the IEEE Netsoft 2018 proceedings and for presentation in the workshop. Papers under review elsewhere must not be submitted to the workshop. Submissions must be in IEEE 2-column style and have a maximum length of 6 pages (full paper) or 4 pages (short paper). Papers will be withdrawn from IEEE Xplore in case the authors do not present their paper at the workshop Submissions must be made in PDF format via: https://jems.sbc.org.br/home.cgi?c=3006 ====================================================================== Workshop co-chairs: Jérôme François Inria Nancy Grand Est, France Shen Yan, Huawei Technologies, China From nobody Wed Mar 21 04:19:55 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id 8FB47124E15 for ; Wed, 21 Mar 2018 04:19:50 -0700 (PDT) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -1.899 X-Spam-Level: X-Spam-Status: No, score=-1.899 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, DKIM_SIGNED=0.1, DKIM_VALID=-0.1, RCVD_IN_DNSWL_NONE=-0.0001, URIBL_BLOCKED=0.001] autolearn=ham autolearn_force=no Authentication-Results: ietfa.amsl.com (amavisd-new); dkim=pass (2048-bit key) header.d=mjmontpetit-com.20150623.gappssmtp.com Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id M7jI1q_j9_1P for ; Wed, 21 Mar 2018 04:19:49 -0700 (PDT) Received: from mail-wr0-x22e.google.com (mail-wr0-x22e.google.com [IPv6:2a00:1450:400c:c0c::22e]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id 057CA12DA15 for ; Wed, 21 Mar 2018 04:19:44 -0700 (PDT) Received: by mail-wr0-x22e.google.com with SMTP id o1so4770579wro.10 for ; Wed, 21 Mar 2018 04:19:43 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=mjmontpetit-com.20150623.gappssmtp.com; s=20150623; h=from:content-transfer-encoding:subject:message-id:date:to :mime-version; bh=UGyA5aV5X2dI9H3PaSq25ACAA3KkXiLFL/VhlORqIao=; b=thoUQl9lXedCuMiE5pmVuP/Bl0wBXIoz7+kzAt/DvBX67nmQjRrkSvwAClD6hy/Npa 4te+XQvELZvknO7yLtDkQHEe/nDdg7b0Hb2uqL0PmuOnwMRj0jjsd3zrCHGj4sOsva+i 7o2M0l2FoxvzYMz8sbPRJguKh8Sn4ld2J4lHZiA7+QEG2XgizEjViDceKMY4v/jWA3FI 4lksdExVOtQ4Yx5gcOIi6C34FXfjsHhXEjJ3WQHKsXBi9Gx1OV7zUK/5dIWjChHZdMaq UHOzkFZafMsXHoRqbuJTzSJ5x23I/T+SCAHghyWndeFu7fq82r/WmVHElUhj8qtrfZYI h5hA== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:from:content-transfer-encoding:subject :message-id:date:to:mime-version; bh=UGyA5aV5X2dI9H3PaSq25ACAA3KkXiLFL/VhlORqIao=; b=VoJ/Lk1ji6+8hvMyW0T853igoeJedply7PFOTQEuGze1I4OOXGgp/PmSaF/wm8evAb jeN7koE6F7tOesd0jECrgHirzkWLjA5H6I9df5wfLGRaae6C6S1zVImhvouQDYK9Gh+b rb5C2dY1VnW46+QgFeCT53IIZuKi5UJnXYPl7UETdZahoaB5BIDH0e9EioOJPTxwbTKo iwNfeW4oQTX+eBsodEZPk46OsZq8+vJSjf3PpcXsb0ruffjY6phXTEKGN1oprlfmg9P/ YC1L9xw4Q5i1LcGTCKx1nj0HrBU7cEpXyEI0CmpIjO2gslGcZw326xFLvdg1QT+03Z+a ufFw== X-Gm-Message-State: AElRT7FCxh4bQ6PsCfdN9Cza0JCciUtSYI3D+EXPFMwSaw/Gx5Aj63dG dANXsO02gz1jUnV4TMVt2UEpFbyoUXg= X-Google-Smtp-Source: AG47ELsSraYePqKmH082Pxog2gQEk0hrAuJhsCyt+xgQYL3F2Hs26HUyJEaNQjGKR6DBj0HpG2o5mw== X-Received: by 10.223.134.125 with SMTP id 58mr15559492wrw.102.1521631182165; Wed, 21 Mar 2018 04:19:42 -0700 (PDT) Received: from ?IPv6:2001:67c:370:128:b5d0:fee1:b7d:176d? ([2001:67c:370:128:b5d0:fee1:b7d:176d]) by smtp.gmail.com with ESMTPSA id v191sm19643wmf.34.2018.03.21.04.19.41 for (version=TLS1 cipher=ECDHE-RSA-AES128-SHA bits=128/128); Wed, 21 Mar 2018 04:19:41 -0700 (PDT) From: Marie-Jose Montpetit Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit Message-Id: <406EE53B-53AA-43D2-9E53-19A6FFA8D07E@mjmontpetit.com> Date: Wed, 21 Mar 2018 11:18:58 +0000 To: idnet@ietf.org Mime-Version: 1.0 (Mac OS X Mail 9.3 \(3124\)) X-Mailer: Apple Mail (2.3124) Archived-At: Subject: [Idnet] New members X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Wed, 21 Mar 2018 11:19:50 -0000 Hi list: after the HotRFC on Sunday there will be new members on the list. Looking forward to the increased traffic. Marie-Jose Montpetit, Ph.D. mariejo@mit.edu marie@mjmontpetit.com +1-781-526-2661 @SocialTVMIT From nobody Fri Mar 23 04:27:35 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id A540112D880 for ; Fri, 23 Mar 2018 04:27:30 -0700 (PDT) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -1.899 X-Spam-Level: X-Spam-Status: No, score=-1.899 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, DKIM_SIGNED=0.1, DKIM_VALID=-0.1, RCVD_IN_DNSWL_NONE=-0.0001, URIBL_BLOCKED=0.001] autolearn=ham autolearn_force=no Authentication-Results: ietfa.amsl.com (amavisd-new); dkim=pass (2048-bit key) header.d=mjmontpetit-com.20150623.gappssmtp.com Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id e1pn1m_jE19E for ; Fri, 23 Mar 2018 04:27:29 -0700 (PDT) Received: from mail-wr0-x235.google.com (mail-wr0-x235.google.com [IPv6:2a00:1450:400c:c0c::235]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id C39E412D7E5 for ; Fri, 23 Mar 2018 04:27:28 -0700 (PDT) Received: by mail-wr0-x235.google.com with SMTP id s18so11752262wrg.9 for ; Fri, 23 Mar 2018 04:27:28 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=mjmontpetit-com.20150623.gappssmtp.com; s=20150623; h=content-transfer-encoding:from:mime-version:subject:message-id:date :to; bh=+XHGDJyd1/pfwOdbiNC+ON+wQ9YBFUS0QuW+qH6EJnc=; b=p+WjoE/YETgYNMyDoTWdfkz9E/1kt0tzlneul7s1pvSc7OY1bMLPr6+CeePeY7JrBC F2JQ3IFqlDHced/wuEBBS9XYTlQQJHWRJ+pLUlw1KjO5IsiNEvoasoNJXsQ8c9VEFXfq 8O9RATsiUyiGWevAPUK+MmrFPRD+eJ4OxyMZRz0F/8DQuYw9awMSTValXFCzEVpUYaYc S0NsYmyTrSyaY4v1N3606voRIPiax2GnLaRl8sDH6vX6CpPJbwieE45kYq3+Z/C+2wXf lslupV3X2qgBEw0JiM5wU9d0KONT87ZpyLk6V8mImhL4C5HjzJ8hurUv/AB0LTuvUeEK HAOA== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:content-transfer-encoding:from:mime-version :subject:message-id:date:to; bh=+XHGDJyd1/pfwOdbiNC+ON+wQ9YBFUS0QuW+qH6EJnc=; b=MSCyIKYVUekDPsX/39jktswX1D4lDuPSJ+VPHL2pNctzH0ZADm+vDVjY/rFtA1X/50 vyhaizpcOqigvrbTzSL45PVz1hKnw8thuGnrATDrGVixkXa9Ne6BCLFWj4CYpQUKLRjg UN8296Bbb7EVkimfyW92c3r4wm46tPMsQVttOEcLFQxq1O58YyCfFTiC46VrlRaoMovs ZHr5oLHerriuP80jkbIXhvA3Hka+AEVjIHaNOIS9mvRuUqo9excR2WoVV66KtFQYajgH 2fEkfnHdlhjM5ujxZZEHCWSNsPwat+UJETAmMtOjQEHgJlCqCzUMM0q9+9I/mE8KR3Ar IYHg== X-Gm-Message-State: AElRT7Gg+WYj9gG5Qa7C22v71SQaZ8aJ/ox2CURUZMISXO/MNU9pYNE0 09q8VwwXd/IwNphtjAcvB1LZP6whtfM= X-Google-Smtp-Source: AG47ELucwX7SHeiEUlDcLtKO4BDFgUXw0O5CKUYD5thkPqHSGlVIHwJ7n6EYtGj8J1zwpDF4UO39CA== X-Received: by 10.223.134.4 with SMTP id 4mr15432999wrv.230.1521804447125; Fri, 23 Mar 2018 04:27:27 -0700 (PDT) Received: from ?IPv6:2001:67c:370:128:dc5b:5e3:caba:1cf8? ([2001:67c:370:128:dc5b:5e3:caba:1cf8]) by smtp.gmail.com with ESMTPSA id n49sm10822207wrn.90.2018.03.23.04.27.26 for (version=TLS1_2 cipher=ECDHE-RSA-AES128-GCM-SHA256 bits=128/128); Fri, 23 Mar 2018 04:27:26 -0700 (PDT) Content-Transfer-Encoding: quoted-printable Content-Type: text/plain; charset=utf-8 From: Marie-Jose Montpetit Mime-Version: 1.0 (1.0) Message-Id: <3D1E1CBE-B1A2-48E0-993A-AB5B6404F01B@mjmontpetit.com> Date: Fri, 23 Mar 2018 11:27:25 +0000 To: idnet@ietf.org X-Mailer: iPhone Mail (15D100) Archived-At: Subject: [Idnet] Presented this morning X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Fri, 23 Mar 2018 11:27:34 -0000 https://www.ietf.org/proceedings/101/slides/slides-101-iccrg-pcc-performance= -oriented-congestion-control-00.pdf Congestion control with some learning. Marie-Jos=C3=A9 Montpetit marie@mjmontpetit.com mariejo@mit.edu= From nobody Wed Mar 28 13:49:04 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id AA034127775 for ; Wed, 28 Mar 2018 13:49:03 -0700 (PDT) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -2.6 X-Spam-Level: X-Spam-Status: No, score=-2.6 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, DKIM_SIGNED=0.1, DKIM_VALID=-0.1, RCVD_IN_DNSWL_LOW=-0.7] autolearn=ham autolearn_force=no Authentication-Results: ietfa.amsl.com (amavisd-new); dkim=pass (2048-bit key) header.d=mjmontpetit-com.20150623.gappssmtp.com Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id RKDwaIh-OYQo for ; Wed, 28 Mar 2018 13:49:02 -0700 (PDT) Received: from mail-qk0-x22a.google.com (mail-qk0-x22a.google.com [IPv6:2607:f8b0:400d:c09::22a]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id 21163127735 for ; Wed, 28 Mar 2018 13:49:02 -0700 (PDT) Received: by mail-qk0-x22a.google.com with SMTP id s9so3869104qke.12 for ; Wed, 28 Mar 2018 13:49:02 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=mjmontpetit-com.20150623.gappssmtp.com; s=20150623; h=mime-version:subject:from:date:content-transfer-encoding:message-id :references:to; bh=39ezQyanXBFYCtKQIU+DHl1wvCaC8UW4epc3efZArxc=; b=1yIw5KsY1G8AVx0pybJ0rwhtw40X5EzKc2YrXEjEWdTjngTVvvM9w8he1md4dJl2dY ZvQbw7z+mar2KfGxj8BHfsXlV2w4vtRQX9weZmu3x/zdr+AdmZ97ZhS8VCFrYmTokEgs UEi7B2W2QMmnX+nLpukhXt2iJA6wtwDXVnZcCPHTs8xCcEClnDKRr0VFqwTonguGY4TF 1b3Y/DsGVDnw8SA/2gEJMuBiJ25SC1gZjvmRpEALJRZ9BHGpe+RvOIFkwcGpKU9wq4PV 68auraS2cZr+n6FJk+c94Brqpj6qTqTXoZB0yl38Fw6yOL0EZFIMOHDG59Z8oUSejlCY triQ== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:mime-version:subject:from:date :content-transfer-encoding:message-id:references:to; bh=39ezQyanXBFYCtKQIU+DHl1wvCaC8UW4epc3efZArxc=; b=GzfSvW0MdbyK/jm8ik0622ttOmnILkDGKuwLu827VCrEbDzCW9Zm6lJKVz5fRiqK6o AASMSYw7tVkRgZ19BYUCUAHV9pQfj3P2OcipKF8pqiyl7Qkv8v5Arvy2oUQ4NXGPxjlC KPE6UXblksoRLmmTMNqt+DWza5jIAWNAHjwSGQtnrrTtwQk3nL1TpHnVZl4b7zcJnGdB tU4xfEtNEeKMhxcKJPsOeJIC0l41zuzN46zBqKsn5luY6+cqc+Re+YDxvLF7et4yCid0 nw6W1sO8qtdrivn381bsZrVlnPWvyMew0c8YQWc5YU3thpJunewE0yM8lpYFZlbw0Pwd Rwuw== X-Gm-Message-State: ALQs6tALpu9K4FwPsJSZKcFZ+bv0JZnoDdpGFe3rsgUx38QUGNk9OS58 X+l/D7tNEi/pAVwRSxgigJc8rvbfeVE= X-Google-Smtp-Source: AIpwx4+kbAQk1OdqouQ4noIvBMiuRv25QB6La8u/miLGlY3tEEguabuQUpgJ/dPFBx2T4bZzxGNKJA== X-Received: by 10.55.71.15 with SMTP id u15mr7429764qka.102.1522270141052; Wed, 28 Mar 2018 13:49:01 -0700 (PDT) Received: from winterfell.fios-router.home (pool-98-110-172-30.bstnma.fios.verizon.net. [98.110.172.30]) by smtp.gmail.com with ESMTPSA id a4sm3306804qth.52.2018.03.28.13.49.00 (version=TLS1 cipher=ECDHE-RSA-AES128-SHA bits=128/128); Wed, 28 Mar 2018 13:49:00 -0700 (PDT) Content-Type: text/plain; charset=utf-8 Mime-Version: 1.0 (Mac OS X Mail 9.3 \(3124\)) From: Marie-Jose Montpetit Date: Wed, 28 Mar 2018 16:48:59 -0400 Content-Transfer-Encoding: quoted-printable Message-Id: <3169CEEE-BAD1-475F-B216-A86D16C308E2@mjmontpetit.com> References: <8C38FF6D-E44C-436B-88CD-1C51D5306E3F@mjmontpetit.com> To: idnet@ietf.org X-Mailer: Apple Mail (2.3124) Archived-At: Subject: [Idnet] Seminar from Andrea Goldsmith (Stanford) on AI and Communication Systems X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Wed, 28 Mar 2018 20:49:03 -0000 Andrea was in MIT yesterday and she presented a seminar entitiled: Can = machine learning beat theory in communication system design?=E2=80=9D (fo those of you who do not know Andrea I suggest you Google her but in = any case she is a highly reknowned wireless researcher from Stanford) She first explained why communications theory may not be enough to = analyse next gen networks (she called them nG) because time-variance or = lack of a real channel model (molecular communication which is like = diffusion) and the need maybe to design new PHY especially for cellular = for example questioning the frequency re-use model still used to define = the cells and deal with interference. SHe went on to describe how her team use subject specific knowledge to = define a new type of neural networks with sliding windows (a reference = actually to coding where sliding window codes usually have the best = performance). She applied the new ML to 2 cases: one estimation and the other for = words recognition in the presence of noise (the famous = source-destination joint coding problem) and 2 channels: a traditional = Poisson channel and a molecular channel with base/acid representing 0s = and 1s (another model BTW is the =E2=80=9Cvodka model where 1 shot is 1 = and water is 0). The comparison on the Poisson channel was of course = with the Viterbi Algorithm which is optimal when the channel is = perfectly known.=20 The results (to be published) show that of course when there is no = uncertainty on the channel Viterbi is good. But the ML is consistently = as much as good as optimal even as the uncertainty increases (like in a = fast varying channel) and when under that uncertainty the Viterbi = estimation degrades rapidly. With the pure molecular channel of course ML is the only solution and = the results with the word recognition were excellent (next is imaging = and video) because ML allows to dd semantics not just bit detection. = Molecular channels BTW are considered for in-body communications. The conclusion was that with the nG communications ML may provide better = results than traditional methods given that they are driven by subject = experts not just a generic ML algorithm. Questions that remain include = timing and repeating of the neural network training that of course would = be system dependent. mjm Marie-Jose Montpetit, Ph.D. mariejo@mit.edu marie@mjmontpetit.com +1-781-526-2661 @SocialTVMIT From nobody Fri Mar 30 16:55:24 2018 Return-Path: X-Original-To: idnet@ietfa.amsl.com Delivered-To: idnet@ietfa.amsl.com Received: from localhost (localhost [127.0.0.1]) by ietfa.amsl.com (Postfix) with ESMTP id BD9A3127444 for ; Fri, 30 Mar 2018 16:55:22 -0700 (PDT) X-Virus-Scanned: amavisd-new at amsl.com X-Spam-Flag: NO X-Spam-Score: -0.898 X-Spam-Level: X-Spam-Status: No, score=-0.898 tagged_above=-999 required=5 tests=[BAYES_00=-1.9, DKIM_SIGNED=0.1, DKIM_VALID=-0.1, GB_AFFORDABLE=1, HTML_MESSAGE=0.001, MIME_QP_LONG_LINE=0.001, RCVD_IN_DNSWL_NONE=-0.0001] autolearn=no autolearn_force=no Authentication-Results: ietfa.amsl.com (amavisd-new); dkim=pass (2048-bit key) header.d=mjmontpetit-com.20150623.gappssmtp.com Received: from mail.ietf.org ([4.31.198.44]) by localhost (ietfa.amsl.com [127.0.0.1]) (amavisd-new, port 10024) with ESMTP id XvZecVq57Ayw for ; Fri, 30 Mar 2018 16:55:20 -0700 (PDT) Received: from mail-qt0-x22e.google.com (mail-qt0-x22e.google.com [IPv6:2607:f8b0:400d:c0d::22e]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (No client certificate requested) by ietfa.amsl.com (Postfix) with ESMTPS id 87CCE1273E2 for ; Fri, 30 Mar 2018 16:55:20 -0700 (PDT) Received: by mail-qt0-x22e.google.com with SMTP id f8so10666127qtg.12 for ; Fri, 30 Mar 2018 16:55:20 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=mjmontpetit-com.20150623.gappssmtp.com; s=20150623; h=from:content-transfer-encoding:mime-version:date:subject:message-id :references:to; bh=Rn5ZhV4vRNlAuei5lWrSnEgiCqFv6kj0NQNn02Yy0V8=; b=LUDxmnZDo5wxl4TjOWnlWAdWvpP9GPDCNzcrLCcp1IIwheijMxofKIgdhtTpRwTljW oowWS/S5ZxUUKTzDDXyCvqlewMW/Kru5w5QYuPdWNthuSraKxYfsxjsmJd2YOqHrFDRs g5km/2cDBbXOAKiT3m2E3SySAl4m0rPEj/3J6fcV9fuHZv0M5/PPmPf3OLSmQT3NulMz b7A8OTCtpSdCfi02CJNJzclIa1KY2tEgPt0hOLVKUWzy/e8ZbNMyWqen5QkvAG8N4JF/ fKgVZ1yVYPpMauFBwkl0lDvMRfm6+VhZfisFtE2peMaFdqfcCAailMfJYIqlhmn7x0Pb 1cnw== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20161025; h=x-gm-message-state:from:content-transfer-encoding:mime-version:date :subject:message-id:references:to; bh=Rn5ZhV4vRNlAuei5lWrSnEgiCqFv6kj0NQNn02Yy0V8=; b=Zpo6xmB+oQZOCISTlOwYxPsGbovW+Yul/RN+R0PMoi6HTsQTgBMelZTmJ992FfD9Aa 7Uv/GlVt39kuP0z9tsB3t99bjOfwFcWWv0YWhMNOi2I0PkBXwCbQvA4/7HaR7MMWanf9 FzPV1y+DdGn704HGKnbrlNhh+2HJYH2HDkQac0FG38MRG5h2XIpcgffOoU1ZpV4nYUOD 9ULaMqxTX17py7K7JihYuSwI/SVhqCtGKeRogccXwoPuU1e3n0LRjZ2z3yJ5k75RVz4e 1k6obotKi90i8S/feSCzU3U8ua3g0JI0vsnMAf/xLUgwoDoqVaNCpgE8ykJSo1/SsBVw /4pQ== X-Gm-Message-State: ALQs6tCZWStVSguXQeMDpa+zPdzWb0NlgkHaxp08JgM+N/AMlubPGHYh SbEmA6Qu7PioamSa5UEi3aOcGnub+JE= X-Google-Smtp-Source: AIpwx48fjrAygYIIA32Lkia9Zq9Ssr1/CHCnffmhxZFAZkSUa4QReW6WcgPUxHeok4TiquNoJf8Mbg== X-Received: by 10.237.36.33 with SMTP id r30mr1455613qtc.273.1522454119489; Fri, 30 Mar 2018 16:55:19 -0700 (PDT) Received: from [192.168.1.172] (pool-98-110-172-30.bstnma.fios.verizon.net. [98.110.172.30]) by smtp.gmail.com with ESMTPSA id k2sm1729212qth.23.2018.03.30.16.55.18 for (version=TLS1_2 cipher=ECDHE-RSA-AES128-GCM-SHA256 bits=128/128); Fri, 30 Mar 2018 16:55:18 -0700 (PDT) From: Marie-Jose Montpetit Content-Type: multipart/alternative; boundary=Apple-Mail-4D3F926D-3109-45CC-997E-8B587E463E09 Content-Transfer-Encoding: 7bit Mime-Version: 1.0 (1.0) Date: Fri, 30 Mar 2018 19:55:17 -0400 Message-Id: <8A5BB67D-DD1D-4BC1-8B2A-723131513D71@mjmontpetit.com> References: <0.0.1.34.1D3C8622B1B5251.B037E@mail103.mmsend40.com> To: idnet@ietf.org X-Mailer: iPhone Mail (15D100) Archived-At: Subject: [Idnet] Fwd: IEEE CTN: Machine Learning Modems X-BeenThere: idnet@ietf.org X-Mailman-Version: 2.1.22 Precedence: list List-Id: "The IDNet \(Intelligence-Defined Network\) " List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , X-List-Received-Date: Fri, 30 Mar 2018 23:55:23 -0000 --Apple-Mail-4D3F926D-3109-45CC-997E-8B587E463E09 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable More ML. Marie-Jos=C3=A9 Montpetit marie@mjmontpetit.com mariejo@mit.edu Begin forwarded message: > From: "IEEE Communications Society" > Date: March 30, 2018 at 4:03:26 PM EDT > To: > Subject: IEEE CTN: Machine Learning Modems >=20 > View message online - Click here. =20 >=20 > =20 > ADVERTISEMENT: GL COMMUNICATIONS > WAN Link Emulators=E2=80=941Gbps,10Gbps (Electrical & Optical) =20 > GL offers affordable WAN network emulation appliances to test applications= performance and identify critical issues under real-world conditions in the= lab prior actual deployment. Know more. >=20 > Machine Learning Modems: How ML Will Change How We Specify and Design Next= -Generation Communication Systems > =20 > Editor's Note: > =20 > So, I hear you all ask, are we all out of a job? Are communication enginee= rs another victim of the rise of the machine? Well the answer in this articl= e is thankfully no, not yet. But Nathan, Ben and Tim point us towards a fasc= inating new way to specify and design communication systems that may change f= orever the way we standardize, design and field optimize our products. Time t= o take that "basics of ML" online course you have been putting off for the l= ast year! But first, read this article. Comments, and recommendations for go= od classes in ML, welcome as always in the comments section at the end of th= e article. > =20 > Alan Gatherer, EIC CTN >=20 > =20 >=20 > =20 > ADVERTISEMENT: MEMBER DISCOUNTS > Members Have Access to Exclusive Savings on Auto, Home and Renters Insuran= ce from Travelers >=20 > When was the last time you shopped for auto, home or renters insurance? Wh= ether it was last week or last year, you may want to take another look with T= ravelers. Get quotes with Member Discounts. Call 1-800-842-0629 or visit iee= e.org/insurance. >=20 > About IEEE ComSoc Technology News (IEEE CTN) As your prime source for tech= nology news, IEEE CTN is a monthly digital publication that provides the sum= maries of interesting, timely, and newsworthy papers and articles from ComSo= c journals, magazines, conference proceedings, and other IEEE publications. I= EEE CTN is supported by volunteer Editorial Board members who are technical e= xperts in diverse fields. They identify papers and subject matters and work w= ith authors to create summaries, with links to full content in IEEE Xplore, i= n layman's language that is accessible to non-specialists, including student= s, news media reporters, industry, government, and executives. Summaries are= further reviewed and edited by a technical editor. The IEEE CTN Editor-in-C= hief performs the final review prior to publication.=20 > Interested in advertising opportunities? Contact Mark David at IEEE Media:= m.david@ieee.org. >=20 > =20 >=20 > Unsubscribe from these messages. >=20 >=20 > www.comsoc.org=20 > IEEE Communications Society - 17th floor, 3 Park Avenue, New York, NY 1001= 6 >=20 --Apple-Mail-4D3F926D-3109-45CC-997E-8B587E463E09 Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable
More ML.


Begin forwarded message:

From: "IEEE Communications Society" &= lt;noreply@comsoc.org>
Da= te: March 30, 2018 at 4:03:26 PM EDT
To: <marie@mjmontpetit.com>
Subject: = IEEE CTN: Machine Learning Modems

IEEE CTN March 2018

View message online - <= span style=3D"font-family: Arial; ">Click here. = ; 

 
=20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20
=20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20
=20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20 =20
=20 =20 =20 =20 =20 =20 =20 =20 =20
ADVERTISEMENT: GL COMMUNICATIONS
<= span style=3D"font-family:Arial,sans-serif;">WAN Link Emulators=E2=80=941Gbps,= 10Gbps (Electrical & Optical)  
GL offers affordable WAN network emulation appliances to test= applications performance and identify critical issues under real-world cond= itions in the lab prior actual deployment. Know more.
3D=
=20 =20 =20 =20 =20 =20 =20 =20 =20

Machine Learning Modems: How ML Will C= hange How We Specify and Design Next-Generation Communication Systems=

 
Editor's Note:
 

So, I hear you all as= k, are we all out of a job? Are communication engineers another victim of th= e rise of the machine? Well the answer in this article is thankfully no, not= yet. But Nathan, Ben and Tim point us towards a fascinating new way to spec= ify and design communication systems that may change forever the way we stan= dardize, design and field optimize our products. Time to take that "basics o= f ML" online course you have been putting off for the last year! But first, r= ead this article. Comments,=20 and recommendations for good classes in ML, welcome as always in the comment= s section at the end of the article.

 

Alan Gath= erer, EIC CTN

 
<= a href=3D"http://www.mmsend10.com/link.cfm?r=3DGEHwtL9ct3trJrKEkyzg2A~~&= pe=3DI_NsntcUFhuZqFXNYTpI_9wiEHUmQCuVMaGmOB-EKy8YFYbshu2-PZ4QBpfZjkvsYvgyWa7= hQnqBDB3w9qIR2Q~~&t=3DcwSzNT7pusLyqLOexn8LpA~~" style=3D"text-decoration= : none;" target=3D"_blank">3D"Read-More_Button.png==
 
= ADVERTISEMENT: MEMBER DISCOUNTS=

Members Have Access to= Exclusive Savings on Auto, Home and Renters Insurance from Travelers

<= span style=3D"font-variant-caps:normal">When was the last time you shopped for auto, h= ome or renters insurance? Whether it was last week or last year, you may wan= t to take another look with Travelers. Get quotes with Member Discounts. Cal= l 1-800-842-0629 <= span style=3D"color:black">or visit ieee.org/insurance.=

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