MIT Open Access Articles: Recent submissions

Now showing items 10-12 of 54123

    • PreTE: Traffic Engineering with Predictive Failures 

      Miao, Congcong; Zhong, Zhizhen; Zhao, Yiren; Gupta, Arpit; Zhang, Ying; e.a. (ACM|ACM SIGCOMM 2025 Conference, 2025-08-27)
      Fiber links in wide-area networks (WANs) are exposed to complicated environments and hence are vulnerable to failures like fiber cuts. The conventional approach of using static probabilistic failures falls short in fiber-cut ...

    • Carbon- and Precedence-Aware Scheduling for Data Processing Clusters 

      Lechowicz, Adam; Shenoy, Rohan; Bashir, Noman; Hajiesmaili, Mohammad; Wierman, Adam; e.a. (ACM|ACM SIGCOMM 2025 Conference, 2025-08-27)
      As large-scale data processing workloads continue to grow, their carbon footprint raises concerns. Prior research on carbon-aware schedulers has focused on shifting computation to align with the availability of low-carbon ...

    • MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training 

      Liao, Xudong; Sun, Yijun; Tian, Han; Wan, Xinchen; Jin, Yilun; e.a. (ACM|ACM SIGCOMM 2025 Conference, 2025-08-27)
      Mixture-of-Expert (MoE) models outperform conventional models by selectively activating different subnets, named experts, on a per-token basis. This gated computation generates dynamic communications that cannot be determined ...