Publications

[Google Scholar]

Spark Transformer: Reactivating Sparsity in FFN and Attention [pdf]
Chong You*, Kan Wu*, Zhipeng Jia*, Lin Chen, Srinadh Bhojanapalli, Jiaxian Guo, Utku Evci, Jan Wassenberg, Praneeth Netrapalli, Jeremiah J. Willcock, Suvinay Subramanian, Felix Chern, Alek Andreev, Shreya Pathak, Felix Yu, Prateek Jain, David E. Culler, Henry M. Levy, Sanjiv Kumar
arXiv preprint
SLOs-Serve: Optimized Serving of Multi-SLO LLMs [pdf]
Siyuan Chen, Zhipeng Jia, Samira Khan, Arvind Krishnamurthy, Phillip B. Gibbons
arXiv preprint
Impeller: Stream Processing on Shared Logs [pdf]
Zhiting Zhu, Zhipeng Jia, Newton Ni, Dixin Tang, Emmett Witchel
The 20th ACM European Conference on Computer Systems (EuroSys 2025), 2025
Boki: Towards Data Consistency and Fault Tolerance with Shared Logs in Stateful Serverless Computing [pdf]
Zhipeng Jia, Emmett Witchel
ACM Transactions on Computer Systems, Volume 42, Issue 3-4, 2024
The Key Ideas Behind Boki's Shared Logs [pdf]
Zhipeng Jia, Emmett Witchel
ACM SIGOPS Operating Systems Review, Volume 58, Issue 1, 2024
Disaggregated GPU Acceleration for Serverless Applications [pdf]
Henrique Fingler, Zhiting Zhu, Esther Yoon, Zhipeng Jia, Emmett Witchel, Christopher J. Rossbach
ACM SIGOPS Operating Systems Review, Volume 57, Issue 1, 2023
Designing Systems for Emerging Serverless Applications [pdf]
Zhipeng Jia
Ph.D. Dissertation, 2022
DGSF: Disaggregated GPUs for Serverless Functions [pdf]
Henrique Fingler, Zhiting Zhu, Esther Yoon, Zhipeng Jia, Emmett Witchel, Christopher J. Rossbach
The 36th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2022), 2022
Boki: Stateful Serverless Computing with Shared Logs [pdf] [slides] [code]
Zhipeng Jia, Emmett Witchel
The 28th ACM Symposium on Operating Systems Principles (SOSP ‘21), 2021
Nightcore: Efficient and Scalable Serverless Computing for Latency-Sensitive, Interactive Microservices [pdf] [slides] [code]
Zhipeng Jia, Emmett Witchel
The 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS ‘21), 2021
Telekine: Secure Computing with Cloud GPUs [pdf]
Tyler Hunt, Zhipeng Jia, Vance Miller, Ariel Szekely, Yige Hu, Christopher J. Rossbach, Emmett Witchel
The 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI '20), 2020
Isolation and Beyond: Challenges for System Security [pdf]
Tyler Hunt, Zhipeng Jia, Vance Miller, Christopher J. Rossbach, Emmett Witchel
The 17th Workshop on Hot Topics in Operating Systems (HotOS XVII), 2019
Constrained Deep Weak Supervision for Histopathology Image Segmentation [pdf]
Zhipeng Jia, Xingyi Huang, Eric I-Chao Chang, Yan Xu
IEEE Transactions on Medical Imaging, 2017
Large Scale Tissue Histopathology Image Classification, Segmentation, and Visualization via Deep Convolutional Activation Features [pdf]
Yan Xu, Zhipeng Jia, Liang-Bo Wang, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang
BMC Bioinformatics, 2017
Efficient Near-optimal Algorithms for Barter Exchange [pdf]
Zhipeng Jia, Pingzhong Tang, Ruosong Wang, Hanrui Zhang
16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-17), 2017
Deep Convolutional Activation Features for Large Scale Brain Tumor Histopathology Image Classification and Segmentation [pdf]
Yan Xu, Zhipeng Jia, Yuqing Ai, Fang Zhang, Maode Lai, Eric I-Chao Chang
40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015