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Please <a href="/tego_/authentication/sign_in?_landing=/m/438468">click here to sign in</a> again.<br />NOTE that if there is any unsaved work on this page, it will be lost. </div>  <h2 class="text-primary" style="margin-top: 10px; margin-bottom: 10px;">Artificial Intelligence and Machine Learning (AI/ML), 2024 IEEE International Network Generations Roadmap</h2> <div> <span class="label ieee_primary_blue_bg" style="display: inline-block; font-size: 1.25em; margin-bottom: 5px;">#philadelphia,</span> <span class="label ieee_primary_blue_bg" style="display: inline-block; font-size: 1.25em; margin-bottom: 5px;">#NOVEMBER,</span> <span class="label ieee_primary_blue_bg" style="display: inline-block; font-size: 1.25em; margin-bottom: 5px;">#AI/ML</span> <div style="display: block; float: right; margin-left: 6px;"> <script src="https://platform.linkedin.com/in.js" type="text/javascript"> lang: en_US</script> <script type="IN/Share" data-url="https://events.vtools.ieee.org/m/438468"></script> </div> <div style="display: block; float: right; margin-left:6px;"> <div class="fb-share-button tooltip-active" data-href="https://events.vtools.ieee.org/m/438468" data-layout="button" data-size="small" data-mobile-iframe="true"> <a data-toggle="tooltip" data-placement="top" title="Share this event to Facebook" class="fb-xfbml-parse-ignore" target="_blank" href="https://www.facebook.com/sharer/sharer.php?u=https://events.vtools.ieee.org/m/438468"><img src="/assets/fb_logo_57-3e49d9dc43267590184389ab3da0cb9f7308c9c848667dab109a0f7c73450ece.png" width="30" alt="Share" /></a> </div> </div> <div style="display: block; float: right;"> <a data-toggle="tooltip" data-placement="top" title="Share this event to Twitter" class="twitter-share-button tooltip-active" href="https://twitter.com/intent/tweet?text=Artificial%20Intelligence%20and%20Machine%20Learning%20(AI/ML),%202024%20IEEE%20International%20Network%20Generations%20Roadmap&url=https://events.vtools.ieee.org/m/438468&related=ieeevtools%3AIEEE%20vTools" data-size="small"> <img src="/assets/twitter_white_on_blue-d1fd9022653a353b06ae8e5afd69e70b9a3e2dab582ad78e8e279564d41dba40.png" width="30" alt="Tweet" /></a> </div> </div> <hr class="hr-solid hr-extended ieee_bright_orange_bt2" style="clear:both;"> <div id='list_meeting_header'><p><strong>IEEE Section Night - NOW AS A WEBINAR!</strong></p> <p>Webinar link and password will be forwarded to all registered participants after Noon on the day of the meeting. <strong>Check your spam folder if you don't see the email. </strong></p> <p>Webinar is open to all.</p></div> <hr class="hr-solid"> <p class="MsoNormal">This talk will overview and discuss the 2024 edition of the Artificial Intelligence and Machine Learning (AI/ML) chapter of the IEEE International Network Generations Roadmap (INGR). It focuses on the comingling of AI/ML and networking in ways that would make the network itself intelligent. This edition recognizes the 6G/IMT-2030 vision and the many AI/ML innovations introduced circa 2023-2024, and explores new potential capabilities enabled and new questions inspired thereof. Beyond enhancing classical network performance KPIs, this edition contemplates what it means to have intelligence in the network and what else can be done with it. </p> <p class="MsoNormal">Key Topics:</p> <p class="MsoListParagraphCxSpFirst" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>AI/ML-Defined Radio, a radio architecture specifically designed to support AI/ML-based optimization and decision-making in communication functions;</p> <p class="MsoListParagraphCxSpMiddle" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>Integrated Sensing, using the wireless communications network to sense the environment;</p> <p class="MsoListParagraphCxSpMiddle" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>Reconfigurable Intelligent Surface (RIS), optimizing the configuration of reflective surfaces to reshape radio signal propagations;</p> <p class="MsoListParagraphCxSpMiddle" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>Generative-AI (GenAI) for Prediction-Based Networking, using AI/ML to predict and generate content in the network rather than merely replicating data from hop to top, also using GenAI as an alternative to traditional congestion control;</p> <p class="MsoListParagraphCxSpMiddle" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>updates on systems analytics, dynamic digital twins, and the Dynamic Data Driven Application Systems (DDDAS) paradigm;</p> <p class="MsoListParagraphCxSpLast" style="margin-left: .25in; mso-add-space: auto; text-indent: -.25in; mso-list: l0 level1 lfo1;"><span style="font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt 'Times New Roman';">         </span></span></span>Next-generation AI for next-generation wireless networks, expansive vision that seeks to incorporate such concepts as artificial general intelligence (AGI), the telecom brain, reasoning that recognizes causality, distributed collective intelligence, semantic communication, distributed universal foundation models, etc. into wireless networks.</p> <br style="clear:both;"> <hr class="hr-solid hr-extended ieee_bright_orange_bt2"> <div class="extended_width"> <div class="col-sm-3 heading"> <h3 class="text-uppercase text-primary"><span class="fa fa-clock-o fa-lg"></span>  Date and Time</h3> </div> <div class="col-sm-3 heading ieee_bright_orange_bl2"> <h3 class="text-uppercase text-primary"><span class="fa fa-map-marker fa-lg"></span>  Location</h3> </div> <div class="col-sm-3 heading ieee_bright_orange_bl2"> <h3 class="text-uppercase text-primary"><span class="fa fa-envelope-o fa-lg"></span>  Hosts</h3> </div> <div class="col-sm-3 heading ieee_bright_orange_bl2"> <h3 class="text-uppercase text-primary"><span class="fa fa-tags fa-lg"></span>  Registration</h3> </div> </div> <br style="clear:both;" /> <hr class="hr-solid hr-extended ieee_bright_orange_bt2" style="margin-bottom: 0px !important;"> <div class="ieee_bright_orange_fade4_bg _event_info extended_width" style=""> <div class="col-sm-3"> <ul class="list-unstyled" style="list-style:none;"> <li>Date: <strong>19 Nov 2024</strong></li> <li>Time: <strong>07:00 PM to 08:00 PM</strong> </li> <li>All times are (GMT-05:00) US/Eastern</li>  <li> <img alt="Add_To_Calendar_icon" src="/assets/Add_To_Calendar-22bfc8a6ff082b5eb53083d044fd6582c9fb44f1e1021fd33f3ce909bd70878a.png" /> Add Event to Calendar <div style="padding-left:15px; clear:both; text-indent: 0;"> <img alt="iCal Icon" src="/assets/iCal_Icon-522a8e40309c62b3241b4008ab834c25416e576029b06e86015a5a1cf7c48b79.png" /> <a href="/event/438468/ical">iCal</a> <br /> <img alt="Google Calendar Icon" src="/assets/Google_Cal_Icon-3c4605cd23e2ba360cf55d18eee36a0ce929534333a28cb48dd94f662f2cba81.png" /> <a target="blank" href="https://www.google.com/calendar/event?action=TEMPLATE&text=Artificial Intelligence and Machine Learning (AI/ML), 2024 IEEE International Network Generations Roadmap&dates=20241120T000000Z/20241120T010000Z&details=This talk will overview and discuss the 2024 edition of the Artificial Intelligence and Machine Learning (AI/ML) chapter of the IEEE International Network Generations Roadmap (INGR). It focuses on the comingling of AI/ML and networking in ways that would make the network itself intelligent. This edition recognizes the 6G/IMT-2030 vision and the many AI/ML innovations introduced circa 2023-2024, and explores new potential capabilities enabled and new questions inspired thereof. Beyond enhancing classical network performance KPIs, this edition contemplates what it means to have intelligence in the network and what else can be done with it.&nbsp; Key Topics: &location=Virtual: https://events.vtools.ieee.org/m/438468&trp=true">Google Calendar</a> </div> </li> </ul> <div style="width: 150px; margin-top: 30px;"><div style="margin: 20px; width: 80%;"><?xml version="1.0" standalone="yes"?><svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ev="http://www.w3.org/2001/xml-events" viewBox="0 0 222 222" shape-rendering="crispEdges"><path d="M0 0h7v7h-7zM9 0h1v2h-1zM13 0h1v1h-1zM16 0h5v3h-2v-2h-1v1h-1v1h-1v-1h-1v-1h1zM22 0h1v2h1v-2h3v2h-1v-1h-1v1h1v2h-1v-1h-3zM30 0h7v7h-7zM1 1v5h5v-5zM11 1h1v2h2v-1h1v2h3v-1h1v1h-1v2h-1v2h1v-2h1v5h-1v-1h-1v1h-2v-1h1v-1h-2v1h-1v-1h-1v-1h-1v-1h-1v-2h-1v-1h-1v-2h1v2h2v-1h-1v-1h1zM28 1h1v1h-1zM31 1v5h5v-5zM2 2h3v3h-3zM32 2h3v3h-3zM21 3h1v1h3v1h-1v1h-1v-1h-2v2h-1v-3h1zM27 3h2v1h-2zM11 4v1h2v-1zM26 4h1v1h-1zM13 5v2h-1v-1h-1v1h1v1h2v-3zM15 5v2h1v-2zM8 6h1v1h-1zM22 6h1v1h-1zM24 6h1v1h1v-1h1v1h-1v4h-1v-1h-1v1h1v1h-1v1h-1v-4h-1v1h-1v-1h-1v-1h3v1h2v-1h-1zM28 6h1v3h-1v-1h-1v-1h1zM9 7h1v2h-1zM3 8h2v1h-1v1h-1zM6 8h2v2h-1v-1h-1zM33 8h2v2h-1v1h-2v-2h1zM29 9h1v1h1v1h1v2h-2v-1h-1zM2 10h1v2h-1zM6 10h1v1h-1zM11 10h1v1h-1zM20 10h1v1h-1zM36 10h1v1h-1zM4 11h2v1h-1v1h-1zM8 11h1v1h-1zM13 11h2v1h-1v1h1v-1h2v-1h1v1h-1v4h-1v-1h-1v-1h-1v4h-1v3h-2v1h3v1h-1v1h-1v-1h-2v1h1v2h-1v-1h-1v1h-2v-1h-1v1h1v1h-1v1h-1v1h-1v-1h-2v-1h-1v2h-1v-7h1v-1h2v1h-2v1h2v-1h1v-1h1v1h2v-1h-1v-1h-1v-1h1v-1h1v1h-1v1h1v1h1v-1h1v-1h-1v-2h1v-1h-1v-1h-2v-1h-1v-1h1v-1h1v1h-1v1h1v-1h3v-1h1v2h-2v2h1v-1h1v-1h1v-1h1zM19 11h1v1h1v-1h1v1h-1v2h-1v-1h-2v-1h1zM26 11h2v1h-2zM34 11h2v1h-2zM1 12h1v1h-1zM24 13h1v1h-1zM26 13h4v2h-1v-1h-1v2h-1v-1h-1zM32 13h1v1h-1zM34 13h1v1h2v3h-1v-1h-1v1h-1v-1h-3v-1h2v-1h1zM1 14h3v1h2v1h-2v1h1v1h-2v-1h-1v-2h-1zM12 14v1h-1v1h-1v1h3v-3zM19 14h1v1h1v-1h1v1h3v1h1v1h-2v-1h-1v2h-1v-1h-2v-1h-1zM6 16h1v1h-1zM17 16h1v1h1v1h1v1h-1v2h-1v-3h-2v1h-1v2h-1v-3h1v-1h2zM30 16h1v1h-1zM1 17h1v1h-1zM27 17h1v1h1v1h1v-1h1v1h2v-2h1v3h-1v3h-1v-1h-1v-1h-1v-1h-1v2h-1v1h2v-1h1v1h-1v1h1v-1h1v1h-1v1h-1v1h-1v-1h-1v-1h-1v-2h-1v3h1v1h2v1h1v-1h1v-1h2v-2h2v-4h1v-1h-1v-1h1v1h1v1h-1v1h1v1h-1v1h1v1h-2v1h-1v1h-1v1h-1v1h-2v1h3v1h1v-2h2v-1h1v1h-1v1h1v1h-1v1h-1v1h-1v1h-1v1h-2v1h-1v-1h-4v-1h-1v-2h-1v-2h-1v-1h-1v3h-1v-1h-1v-1h-1v-4h-2v-1h1v-1h2v3h1v-5h-1v-1h1v-1h1v1h-1v1h3v1h-1v1h-1v1h1v1h1v-3h3v-1h1v-1h-1zM0 18h1v1h-1zM2 18h1v1h1v1h-2zM9 18v1h1v-1zM11 18v1h-1v1h-1v1h-1v1h-1v1h-4v1h-1v1h1v-1h1v1h1v-1h2v-1h1v-1h2v-2h1v-1h1v-1zM24 18h1v1h-1zM25 19h1v1h-1zM16 20h1v1h-1zM31 20v1h1v-1zM8 23v1h1v-1zM14 23h2v5h-1v-4h-1zM12 25h1v1h-1zM21 25v1h-1v2h1v-2h1v-1zM23 25v1h2v-1zM2 26v1h1v-1zM4 26v1h1v-1zM9 26h1v1h1v-1h1v1h1v4h1v-1h1v-1h1v-1h1v-2h1v2h1v1h-2v1h1v1h-2v-1h-1v2h-4v-1h1v-2h-1v-1h-2v3h-1v-2h-2v-1h2v-1h1zM24 27v1h2v1h1v1h-1v1h2v-4zM10 29h1v1h-1zM19 29h1v1h1v1h-1v1h-2v-1h1zM29 29v3h3v-3zM0 30h7v7h-7zM22 30h2v1h-1v1h-1zM30 30h1v1h-1zM36 30h1v1h-1zM1 31v5h5v-5zM2 32h3v3h-3zM8 32h3v1h-1v3h-1v-2h-1zM20 32h2v1h-1v1h-1v1h1v2h-1v-1h-1v-1h-1v-1h-2v-1h2v1h1v-1h1zM23 32h1v1h-1zM35 32h2v1h-2zM12 33h3v1h-3zM24 33h2v2h-1v-1h-1zM33 33h2v1h-1v1h1v-1h2v3h-1v-1h-3v-1h-1v1h-2v-1h1v-1h2zM15 34h1v1h-1zM22 34h2v1h1v2h-2v-1h-1zM28 34h1v1h-1zM13 35h1v2h-2v-1h1zM16 35h2v1h-2zM26 35h2v1h-2zM10 36h1v1h-1zM15 36h1v1h-1zM28 36h2v1h-2zM32 36h1v1h-1z" fill="#000" transform="translate(0,0) scale(6)"/></svg></div></div> </div> <div class="col-sm-3 ieee_bright_orange_bl2" style="overflow-x: auto;"> <div id="_virtual_info_display"> <div class='alert alert-warning alert-warning-rw' style='text-align:center;'>If you are not a robot, please complete the ReCAPTCHA to display virtual attendance info.<br /><div class='g-recaptcha' data-sitekey='6LepayATAAAAAPTNQQbUhGKyWCXp0N418ulZBdCy' data-size='compact'data-callback='recaptchaCallback' style='width:310px;margin:auto;'></div></div>  </div> </div> <div class="col-sm-3 ieee_bright_orange_bl2"> <script type="text/javascript"> function contactEventHostsLoadedCallback() { $('#_vtools_modal_body .tooltip-active').tooltip(); 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padding-top: 5px;"> <a id="_contact_hosts_button" href="/event/contact_hosts/438468" onclick="vToolsModal({ title: 'Contact Event Hosts', url: '/event/contact_hosts/438468', callback: contactEventHostsLoadedCallback }); return false;" class="btn btn-rw btn-primary button-pill tooltip-active" data-toggle="tooltip" data-placement="bottom" title="Click here to contact event host(s) for this event">Contact Event Hosts</a> </li> </ul> </div> <div class="col-sm-3 ieee_bright_orange_bl2" style="padding-right:25px;"> <ul class="list-unstyled" style="list-style:none;"> <li>Starts <strong>08 October 2024 12:00 AM</strong></li> <li>Ends <strong>19 November 2024 12:00 PM</strong></li> <li>All times are (GMT-05:00) US/Eastern</li> <style> ._admission_fee_info div.tooltip-inner table { width:480px; text-indent: 0; } ._admission_fee_info div.tooltip-inner { max-width: 500px; width: 500px; } ._admission_fee_info div.tooltip-inner h4 { color: white; margin-bottom:0; padding-bottom:0 } </style> <li class="_admission_fee_info"> Admission fee <a class="tooltip-active" data-toggle="tooltip" data-placement="left" data-html="true" title="<table><tr><th>Name</th><th>Ends on</th><th>Restriction</th><th>Amount</th></tr><tr><td>Member registration only (no PDH certificate)</td><td>19 Nov 2024 05:00 PM</td><td>Active Member</td><td>0USD</td></tr><tr><td>Member registration with PDH certificate</td><td>19 Nov 2024 05:00 PM</td><td>Active Member</td><td>0USD</td></tr><tr><td>Non-member registration with PDH certificate</td><td>19 Nov 2024 05:00 PM</td><td>Non Members</td><td>8USD</td></tr><tr><td>Non-member registration only (no PDH certificate)</td><td>19 Nov 2024 05:00 PM</td><td>Non Members</td><td>0USD</td></tr></table>"><span class="badge" style="text-indent:0;">?</span></a> </li> </ul> <ul class="list-unstyled" style="list-style:none;"> <li> <div style="width:100%; text-align:center; padding:10px;"> <a href="/event/register/438468" style="margin:auto; color:white; padding:5px; display: block;"> <img style="width: 180px;" src="https://events.vtools.ieee.org/meeting_view/meeting_registration_link_image/438468?_=94246117"> </a> </div> </li> </ul> </div> <br style="clear:both;" /> </div> <hr class="hr-solid hr-extended ieee_bright_orange_bt2" style="margin-top: 0px !important;"> <div class="col-sm-12 heading"> <h3 class="text-uppercase text-primary"><span class="fa fa-user fa-lg"></span>  Speakers</h3> </div> <div class="col-sm-12"> <h4> <span style="float:left; margin-right:10px; max-width:400px; overflow-x:scroll;"> </span> <span class="speakername">Baw Chng</span><span style='font-weight:normal'> of BAWMAN LLC, president</span> </h4> <p class="clear:both;"> <div style="margin-bottom:15px;"><span class="sublabel" style="display:inline;">Topic: </span><h3 style="display:inline;">Artificial Intelligence and Machine Learning (AI/ML), 2024 IEEE International Network Generations Roadmap</h3></div> <p><span class='sublabel'>Biography:</span> <p class="MsoNormal">Baw Chng is a technologist, inventor, and author who consults in the wireless networking and telecommunications fields. He has been awarded multiple patents in network and system architecture, network planning, security & authentication, mobility, system selection, service<img style="float: right;" src="https://events.vtools.ieee.org/vtools_ui/media/display/2186b6e7-146d-4fb9-8ace-cc3123c03b01" alt="" width="186" height="247"> provisioning, access control, user interface & user experience (UI/UX), network management, etc. He authored peer-reviewed publications on communication networks, computer architecture, and magnetic recording.</p> <p class="MsoNormal">Through his consulting practice at BAWMAN LLC, he consults on technology, standards, patents & intellectual property, and business strategy. He also offers expert consultation to the legal and investing communities. He has extensive experience with large Tier 1 communications service providers, their strategic technology vendors, technology start-ups, trade groups, and standards development organizations (SDOs). He is a pioneer of femtocell & small cell technologies.</p> <p class="MsoNormal">His work spans across cellular communications, Wi-Fi (mesh & infrastructure), Internet-of-Things (IoT), low-power wide-area network (LPWAN), network function virtualization (NFV), software defined networking (SDN), self-organizing & self-optimizing network (SON), cloud computing, parallel computing, plastic optical fiber (POF), optical networking, quality of service (QoS), fair queueing, Artificial Intelligence (AI), and Machine Learning (ML). He is Co-Chair of the AI/ML Working Group and Editor for the 2022, 2023, and 2024 IEEE International Network Generations Roadmap (INGR) AI/ML Chapters.</p> </p> <p><span class='sublabel'>Address:</span>United States</p> </p> </div> <br style="clear:both;" /> <br style="clear:both;" />  <br style="clear:both;" /> <hr class="hr-solid"> <div class="heading"><h3>Agenda</h3></div> <p><strong>WEBINAR:</strong> 7:00 - 8:00 P.M. </p> </p><p><p>The Zoom Webinar link and password will be forwarded to all registered participants after Noon on the day of the meeting. <strong>Check your spam folder if you don't see the email. </strong></p> </p><p><p>Webinar is open to all.</p> </p><p><p>PDH certificates are available and an evaluation form will be emailed to you after the meeting. 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