MIT Open Access Articles: Recent submissions

Now showing items 43-45 of 52965

    • Optimal Slicing and Scheduling with Service Guarantees in Multi-Hop Wireless Networks 

      Jones, Nicholas; Modiano, Eytan (ACM|The Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, 2024-10-14)
      We analyze the problem of scheduling in wireless networks to meet end-to-end service guarantees. Using network slicing to decouple the queueing dynamics between flows, we show that the network's ability to meet hard ...

    • Intervention-Assisted Online Deep Reinforcement Learning for Stochastic Queuing Network Optimization 

      Wigmore, Jerrod; Shrader, Brooke; Modiano, Eytan (ACM|The Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, 2024-10-14)
      Deep Reinforcement Learning (DRL) offers a powerful approach to training neural network control policies for stochastic queuing networks (SQN). However, traditional DRL methods rely on offline simulations or static datasets, ...

    • The flexible urban grid: adaptation, expansion and evolution in Philadelphia's city block morphology 

      Ryan, Brent D.; Wang, Elaine (International Seminar on Urban Form, 2023)
      his study examines the evolution of Philadelphia’s city block morphology between 1683, when the city was planned by William Penn, and 1900, when urban expansion abandoned the grid. The study uses both quantitative and ...