MASCOTS 2023

DAY 1: Monday, October 16, 2023

8:30-13:00 Registration desk open

9:15-9:30 Workshop Opening Remarks

9:30-10:30 Workshop Session 1 (session chair: Byungchul Tak): 

• Analyzing File Access Patterns on Large-Scale HPC Systems: Opportunities
  for File Prefetching; Ahmad Maroof Karimi, Arnab K. Paul, Jong Choi, Lipeng Wan and Feiyi Wang
• Modeling The Impact of System-level Parameters on I/O Performance of HPC
  Applications; Debasmita Biswas, Arnab K. Paul, Sarah Neuwirth and Ali R. Butt
• Investigating Multi-tier and QoS-aware Caching based on ARC; Lydia Ait Oucheggou, Stéphane Rubini, Abdella Battou and Jalil Boukhobza

10:30-11:00 Coffee/Snack Break

11:00-12:00 Workshop Session 2 (session chair: Tadeusz Czachórski):

• Advancing Cloud Sustainability: A Versatile Framework for Container
  Power Model Training; Sunyanan Choochotkaew, Chen Wang, Huamin Chen, Tatsuhiro Chiba, Marcelo Amaral, Eun Kyung Lee and Tamar Eilam
• Modeling and Estimation of LPAR Energy Consumption for IBM POWER9
  Systems; Niteesh Dubey, Joefon Jann, Pratap Pattnaik, Joseph F Prisco, Mike Petrich, Kaustabha Ray, Umamaheswari Devi, Aanchal Goyal, Arthur Parkos and Stacey Gifford
• Structural Semantics Management: an Application of the Chase in
  Networking; Anduo Wang, Mubashir Anwar, Fangping Lan and Matthew Caesar

12:00-13:00 Buffet Lunch

13:00-13:15 Conference Opening Remarks

13:15-14:45 Keynote: Dr. Tamar Eilam, IBM Research (session chair: Anshul Gandhi):

• The elephant in the room: Is AI Sustainable?

14:45-15:15 Coffee/Snack Break

15:15-17:15 Conference Session 1 – Deployment Challenges (session chair: Y. C. Tay): 

• License Forecasting and Scheduling For HPC; Ahmed Burak Gulhan, Gulsum Gudukbay Akbulut, Amit Amritkar, Jack Sampson, Vasant Honovar, Adam Focht, Chuck Pavloski and Mahmut Kandemir
• MicroVM on Edge: Is It Ready for Prime Time?; Kyungwoon Lee and Byungchul Tak
• Performance Overheads of Confidential Virtual Machines; Mingjie Yan and Kartik Gopalan
• Modeling of AoI Minimization for (m,k)-firm Streams in 5G Networks; Beom-Su Kim, Byung Hyun Lim, BeomKyu Suh, Ki-Il Kim and Sangtae Ha

17:15-18:15 Welcome Reception

DAY 2: Tuesday, October 17, 2023

9:00-11:00 Registration desk open

9:00-10:30 Conference Session 2 – Theory and
Modeling (session chair: Bruno Tuffin): 

• On the Performance Evaluation of Distributed Join-Idle-Queue Load
  Balancing; Benny Van Houdt
• Preferential attachment hypergraph with vertex deactivation; Frederic Giroire, Nicolas Nisse, Kostiantyn Ohulchanskyi, Małgorzata Sulkowska and Thibaud Trolliet
• Modelling the Energy Performance of Off-Grid Sustainable Green Cellular
  Base Stations; Godlove Suila Kuaban, Erol Gelenbe, Tadeusz Czachorski and Piotr Czekalski

10:30-11:00 Coffee/Snack Break

11:00-12:30 Conference Session 3 – Security and
Machine Learning (session chair: Kartik Gopalan):

• Decentralized Online Federated G-Network Learning for Lightweight
  Intrusion Detection; Mert Nakıp, Baran Can Gül and Erol Gelenbe
• Interdependent Mission Impact Assessment of an IoT System with
  Hypergame-Theoretic Attack-Defense Behavior Modeling; Ashrith Reddy Thukkaraju, Han Jun Yoon, Shou Matsumoto, Jair Feldens Ferrari, Donghwan Lee, Myung Kil Ahn, Paulo Costa and Jin-Hee Cho
• Machine Learning Approach for Mobility Context Classification using
  Radio Beacons; Jana Koteich and Nathalie Mitton

12:30-13:30 Buffet Lunch

13:30-15:00 Keynote: Dr. Siddhartha Sen, Microsoft Research New York City (session chair: Maria Carla Calzarossa)

• The case for modeling humans in AI System design

15:00-15:30 Coffee/Snack Break

15:30-17:00 Conference Session 4 – Learning
systems (session chair: Siddhartha Sen): 

• TorchAxf: Enabling Rapid Simulation of Approximate DNN Models using
  GPU-based Floating-Point Computing Framework; Myeongjin Kwak, Jeonggeun Kim and Yongtae Kim
• Training K-means on Embedded Devices: a Deadline-aware and Energy
  Efficient Design; Hafsa Kara Achira, Camelia Slimani and Jalil Boukhobza
• Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling; Boyang Li, Zhiling Lan and Michael Papka

17:30 Banquet Transportation to Old Field Club

18:00-21:00 Banquet

21:00 Return Transportation to hotel

DAY 3: Wednesday, October 18, 2023

9:00-10:30 Registration desk open

9:00-10:00 Conference Session 5 – 5G (session chair: Zhiling Lan): 

• An Economic Analysis of 5G Network Slicing and the Impact of Regulation; Yassine Hadjadj-Aoul, Mael Le Treust, Patrick Maille and Bruno Tuffin
• Can 5G mmWave Enable Edge-Assisted Real-Time Object Detection for
  Augmented Reality?; Moinak Ghoshal, Z. Jonny Kong, Qiang Xu, Zixiao Lu, Shivang Aggarwal, Imran Khan, Jiayi Meng, Yuanjie Li, Y. Charlie Hu and Dimitrios Koutsonikolas

10:00-10:30 Coffee/Snack Break

12:00-13:00 Buffet Lunch

13:00-15:00 Conference Session 6 – Storage and
Caching (session chair: Jalil Boukhobza): 

• DP-DNA: A Digital Pattern-Aware DNA Encoding Scheme to Improve Encoding
  Density of DNA Storage; Bingzhe Li, Li Ou, Bo Yuan and David Du
• Guiding Simulations of Multi-Tier Storage Caches Using Knee Detection; Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl Waldspurger, Avani Wildani and Erez Zadok
• RETINA: Cross-layered Key-Value Store for Computational Storage; Madhava Krishnan Ramanathan, Naga Sanjana Bikonda, Shashwat Jain, Wook-Hee Kim, Vishwanath Maram, Changwoo Min and Hamid Hadian
• OCTOKV: An Agile Network-Based Key-Value Storage System with Robust Load
  Orchestration; Yeohyeon Park, Junhyeok Park, Awais Khan, Jungwhan Park, Chang-Gyu Lee, Woosuk Chung and Youngjae Kim

15:00-15:15 Closing Remarks