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The last 5 uploaded publications
A New Method for Design of Robust Digital Circuits
Dinesh Patil, Sunghee Yun, Seung-Jean Kim, Alvin Cheung, Mark Horowitz, Stephen Boyd (2005). A New Method for Design of Robust Digital Circuits. , pp. 676-681, DOI: 10.1109/isqed.2005.11.
Article326 days agoThe Sky Above The Clouds
Sarah Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica (2022). The Sky Above The Clouds. , DOI: https://doi.org/10.48550/arxiv.2205.07147.
Preprint81 days agoSupporting Our AI Overlords: Redesigning Data Systems to be Agent-First
Shu Liu, Soujanya Ponnapalli, Shreya Shankar, Sepanta Zeighami, Alan Zhu, Shubham Agarwal, Ruiqi Chen, Samion Suwito, Shuo Yuan, Ion Stoica, Matei Zaharia, Alvin Cheung, Natacha Crooks, Joseph E. Gonzalez, Aditya Parameswaran (2025). Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First. , DOI: https://doi.org/10.48550/arxiv.2509.00997.
Preprint71 days agoTurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang (2024). TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput. , DOI: https://doi.org/10.48550/arxiv.2406.14066.
Preprint71 days agoMélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity
Tyler Griggs, Xiaoxuan Liu, Jiaxiang Yu, Doyoung Kim, Wei-Lin Chiang, Alvin Cheung, Ion Stoica (2024). Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity. , DOI: https://doi.org/10.48550/arxiv.2404.14527.
Preprint71 days ago