Microsoft at ASPLOS 2024: Advancing hardware and software for high-scale, secure, and efficient modern applications
Publication Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation Shangding Gu, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, , Qingwei Lin 林庆维 December 2024
Publication CosMAC: Constellation-Aware Medium Access and Scheuduling for IoT Satellites Jayanth Shenoy, Om Chabra, Tusher Chakraborty, Suraj Jog, Deepak Vasisth, Ranveer Chandra ACM MobiCom | November 2024 Project
Publication FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices Xiangyu Li, Yuanchun Li, Yuanzhe Li, Ting Cao, Yunxin Liu International Conference on Mobile Computing and Networking (MobiCom ’24) | November 2024
Publication Counter-Empirical Attacking based on Adversarial Reinforcement Learning for Time-Relevant Scoring System Xiangguo Sun, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维 TKDE’24 | November 2024
Publication ProvCam: A Camera Module with Self-Contained TCB for Producing Verifiable Videos Yuxin (Myles) Liu, Zhihao Yao, Mingyi Chen, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik MobiCom | November 2024
Publication Mosaic: Harnessing Micro-architectural Resources of Servers in Serverless Environments Jovan Stojkovic, Esha Choukse, Enrique Saurez, Íñigo Goiri, Josep Torrellas MICRO | November 2024 Project
Publication Memory Allocation under Hardware Compression Muhammad Laghari, Yuqing Liu, Gagandeep Panwar, David Bears , Chandler Jearls , Raghavendra Srinivas , Esha Choukse, Kirk Cameron, Ali R. Butt, Xun Jian MICRO | November 2024
Publication CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang SIGCOMM | August 2024
Publication m3: Accurate Flow-Level Performance Estimation using Machine Learning Chenning Li , Arash Nasr-Esfahany, Kevin Zhao , Kimia Noorbakhsh, Prateesh Goyal, Mohammad Alizadeh, Thomas Anderson ACM SIGCOMM | August 2024
Publication Efficient Policy-Rich Rate Enforcement with Phantom Queues Ammar Tahir, Prateesh Goyal, Ilias Marinos, Mike Evans, Radhika Mittal ACM SIGCOMM | August 2024