Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services
Publication An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang, Michael R. Lyu ACM SIGOPS Operating Systems Review | June 2022, Vol 56(1): pp. 1-7 Project Project
Publication Optimizing Machine Learning Inference Queries with Correlative Proxy Models Zhihui Yang, Zuozhi Wang, Yicong Huang, Yao Lu, Chen Li, X. Sean Wang VLDB | June 2022
Publication In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang ACM SIGMOD International Conference on Management of Data (SIGMOD 2022) | June 2022
Publication Investigating the Role and Interplay of Narrations and Animations in Data Videos Hao Cheng, Junhong Wang, Yun Wang, Bongshin Lee, Haidong Zhang, Dongmei Zhang Computer Graphics Forum (Proceedings of EuroVis 2022) | June 2022 Project
Publication What Did My AI Learn? How Data Scientists Make Sense of Model Behavior Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker ACM TOCHI | June 2022
Publication Elasticity Detection: A Building Block for Internet Congestion Control Prateesh Goyal, Akshay Narayan, Frank Cangialosi, Srinivas Narayana, Mohammad Alizadeh, Hari Balakrishnan SIGCOMM 2022 | June 2022
Publication The Optimal Error Resilience of Interactive Communication Over Binary Channels Meghal Gupta, Rachel Yun Zhang STOC 2022 | June 2022
Publication Data Science Through the Looking Glass Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos SIGMOD Record | June 2022, Vol 51(2): pp. 30-37
Publication ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning (Extended Version) Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek Narasayya, Surajit Chaudhuri ACM SIGMOD 2022 | June 2022
Publication End-to-end Optimization of Machine Learning Prediction Queries Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos SIGMOD | June 2022
