Article Reviews

This post contains my reviews of articles related to collaborative learning and other topics (Mostly Computer Networking). However, it still needs to be organized. Also, I will keep updating as I read more articles and have time to write reviews.

Collaborative Learning

• PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments

  • Paper Link | Review
  • Author: Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis
  • Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services, 2021 (MobiSys 2021)

• SplitFed: When Federated Learning Meets Split Learning

  • Paper Link | Review
  • Author: Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Camtepe, Lichao Sun
  • Proceedings of the AAAI Conference on Artificial Intelligence, 2022 (AAAI 2022)

Other

• Graham: Synchronizing Clocks by Leveraging Local Clock Properties

  • Paper Link | Review
  • Author: Ali Najafi, Michael Wei
  • Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022 (NSDI 2022)

• Swift: Delay is Simple and Effective for Congestion Control in the Datacenter

  • Paper Link | Review
  • Author: Gautam Kumar, Nandita Dukkipati, Keon Jang, Hassan M. G. Wassel, Xian Wu, Behnam Montazeri, Yaogong Wang, Kevin Springborn, Christopher Alfeld, Michael Ryan, David Wetherall, Amin Vahdat
  • Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, 2020 (SIGCOMM 2020)

• Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets

  • Paper Link | Review
  • Author: Hamid Ghasemirahni, Tom Barbette, Georgios P. Katsikas, Alireza Farshin, Amir Roozbeh, Massimo Girondi, Marco Chiesa, Gerald Q. Maguire Jr., and Dejan Kostic
  • Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022 (NSDI 2022)

• L2D2: Low Latency Distributed Downlink for Low Earth Orbit Satellites

  • Paper Link | Review
  • Author: Deepak Vasisht, Jayanth Shenoy, Ranveer Chandra
  • Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, 2021 (SIGCOMM 2021)

• No Reservations Required: Achieving Fairness between Wi-Fi and NR-U with Self-Deferral Only

  • Paper Link | Review
  • Author: Ilenia Tinnirello, Alice Lo Valvo, Szymon Szott, Katarzyna Kosek-Szott
  • Proceedings of the 24th International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2021 (MSWiM 2021)

• Non-Cooperative Wi-Fi Localization & its Privacy Implications

  • Paper Link | Review
  • Author: Ali Abedi, Deepak Vasisht
  • Proceedings of the 28th Annual International Conference on Mobile Computing And Networking, 2022 (MobiCom 2022)

• Injection Time Planning: Making CQF Practical in Time-Sensitive Networking

  • Paper Link | Review
  • Author: Jinli Yan, Wei Quan, Xuyan Jiang, Zhigang Sun
  • IEEE Conference on Computer Communications, 2020 (INFOCOM 2020)