<div dir="ltr"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">===============</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">CALL FOR PAPERS</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">===============</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">The Second International Workshop on Scalable Algorithms for Network</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Dynamics (SANDY-2024)</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Date: August 12, 2024</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Location: Gotland, Sweden</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">URL: </span><a href="https://sites.google.com/view/sandyworkshop" target="_blank" style="text-decoration-line:none"><span style="font-size:11pt;font-family:Arial,sans-serif;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">https://sites.google.com/view/sandyworkshop</span></a></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">SANDY will be co-hosted with the 53rd International Conference on Parallel Processing (ICPP 2024), August 12-15, 2024.</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">================</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">IMPORTANT DATES</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">================</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">* Full Paper Submission Deadline: June 17, 2024</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">* Author Notification: June 30, 2024</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">* Camera-Ready Copy: July 10, 2024</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">* Workshop: August 12, 2024</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">================================================</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">TOPICS OF INTEREST & PAPER SUBMISSION INFORMATION</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">================================================</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">SANDY 2024 will focus on R&D efforts in the dynamic network (graph)</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Algorithms, Graph Machine Learning, software frameworks, and applications.</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Topics of interest include, but are not limited to:</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•  Novel solutions for accelerating graph learning-based methods using</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">methodologies such as neural graph networks and knowledge graphs;</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•  Frameworks for developing dynamic graph algorithms;</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•  Hardware platforms specialized for addressing large, dynamic, and</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">multi-attributed graphs;</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•  Problem domains and applications of dynamic graphs</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">    </span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">  Scalable Graph Learning Models and Methods</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">   Graph ML Platforms and Systems</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">   Dynamic Graph Neural Network</span></p><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">    Self-supervised learning on graphs</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">    Graph Generative Models</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">•</span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">    Graph  in HPC</span></p><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">  </span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Both regular papers, as well as short position papers describing</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">work-in-progress with innovative ideas related to the workshop topics,</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">are being solicited. Accepted papers will be published by the ACM</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">International Conference Proceedings Series (ICPS), in conjunction</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">with those of other ICPP workshops, in a volume entitled 53rd</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">International Conference on Parallel Processing Workshops (ICPP 2024</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Workshops). This volume will be available for download via the ACM</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Digital Library. For paper submission guidelines, visit:</span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><a href="https://urldefense.us/v3/__https://sites.google.com/view/sandyworkshop__;!!G2kpM7uM-TzIFchu!wQsC2xbC_7Yjx3vbTwPbmJipsJ81iat6NJ05PpXMv7IaG4dr5EDBRQJwPjmTe-VBI3nd08SvzyLDk0oF8sObVeKXbZs$" target="_blank" style="text-decoration-line:none"><span style="font-size:11pt;font-family:Arial,sans-serif;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">https://urldefense.us/v3/__https://sites.google.com/view/sandyworkshop__;!!G2kpM7uM-TzIFchu!wQsC2xbC_7Yjx3vbTwPbmJipsJ81iat6NJ05PpXMv7IaG4dr5EDBRQJwPjmTe-VBI3nd08SvzyLDk0oF8sObVeKXbZs$</span></a></p><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Submission website: </span><a href="https://easychair.org/conferences/?conf=sandy02" target="_blank" style="text-decoration-line:none"><span style="font-size:11pt;font-family:Arial,sans-serif;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">https://easychair.org/conferences/?conf=sandy02</span></a></p><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Just so you know, first-time Easychair users will have to create an account.</span></p><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><br style="color:rgb(51,51,255)"><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">For additional queries, email: Arindam Khanda <<a href="mailto:akkcm@mst.edu" target="_blank">akkcm@mst.edu</a>>  Sriram Srinivasan <<a href="mailto:sriram882009@gmail.com" target="_blank">sriram882009@gmail.com</a>></span></p><p dir="ltr" style="color:rgb(51,51,255);line-height:1.38;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(34,34,34);font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">========================================================================================</span></p><br class="gmail-Apple-interchange-newline"></div>