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Researching next-generation systems and networks that power reliable, scalable, and efficient computing.

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Published Date

Publication

Yin-Yang: Programming Abstractions for Cross-Domain Multi-Acceleration

Joon Kyung Kim, Byung Hoon Ahn, Sean Kinzer, Soroush Ghodrati, Rohan Mahapatra, Brahmendra Yatham, Shu-Ting Wang, Dohee Kim, Parisa Sarikhani, Babak Mahmoudi, Divya Mahajan, Jongse Park, Hadi Esmaeilzadeh

IEEE Micro | August 2022

Publication

DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning (Extended Version)

Tarique Siddiqui, Wentao Wu, Vivek Narasayya, Surajit Chaudhuri

VLDB 2022 | August 2022

Publication

Genet: Automatic Curriculum Generation for Learning Adaptation in Networking

Zhengxu Xia*, Yajie Zhou*, Francis Y. Yan, Junchen Jiang (*equal contribution)

ACM Special Interest Group on Data Communication Conference (SIGCOMM ’22) | August 2022

Publication

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365

Lu Wang, Pu Zhao, Chao Du, Chuan Luo, Mengna Su, Fangkai Yang, Yudong Liu, Qingwei Lin 林庆维, Min Wang, Yingnong Dang, Hongyu Zhang, Saravan Rajmohan, Dongmei Zhang

SIGKDD 2022 | August 2022

Project Project

Publication

Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach

Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin 林庆维, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang

SIGKDD’22 | August 2022

Project Project

Publication

Programming Concurrent Systems

Butler Lampson

Edsger Wybe Dijkstra: His Life, Work, and Legacy, 3 | Published by ACM | 2022

ISBN: 978-1-4503-9774-2

Tribute volume for Edsger Dijkstra

Publication

Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis

Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim

2022 USENIX Annual Technical Conference (ATC 2022) | July 2022

Publication

RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure

Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati

OSDI’22 | July 2022

Project Project Project

Publication

Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters

Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram

USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022

Project

Publication

PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training

Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo

USENIX Annual Technical Conference | July 2022

Systems & networking

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