论文与出版物 GPU Acceleration of SQL Analytics on Compressed Data Zezhou Huang, Krystian Sakowski, H. Lehnert, Wei Cui, C. Curino, Matteo Interlandi, Marius Dumitru, Rathijit Sen VLDB 26 | August 2026, 第 abs/2506.10092 卷
论文与出版物 Serving Models, Fast and Slow:Optimizing Heterogeneous LLM Inferencing Workloads at Scale Kunal Jain, A. Parayil, Ankur Mallick, Rujia Wang, Renee St. Amant, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Shashwat Jaiswal, Yogesh Simmhan, Anoop Kulkarni, Steve Kofsky ACM Sigmetrics 2026 | June 2026 项目
论文与出版物 Semantic Caching for Low-Cost LLM Serving: From Offline Learning to Online Adaptation Xutong Liu, Baran Atalar, Xiangxiang Dai, Jinhang Zuo, Siwei Wang, John C.S. Lui, Wei Chen, Carlee Joe-Wong IEEE International Conference on Computer Communications (INFOCOM) | May 2026
论文与出版物 Enter, Exit, Page Fault, Leak: Testing Isolation Boundaries for Microarchitectural Leaks Oleksii Oleksenko, Flavien Solt, Cédric Fournet, Jana Hofmann, Boris Köpf, Stavros Volos 2026 IEEE Symposium on Security and Privacy | May 2026 Accepted at IEEE SP 2025, publication delayed due to embargo. 项目
论文与出版物 DroidSpeak: Efficient Context Sharing for Multiple-LLM Inference Yuhan Liu, Yuyang Huang, Jiayi Yao, Zhuohan Gu, Kuntai Du, Hanchen Li, Yihua Cheng, Junchen Jiang, Shan Lu, Madan Musuvathi, Esha Choukse NSDI | May 2026 项目
论文与出版物 Cognitive Load Estimation Using Brain Foundation Models and Interpretability for BCIs Deeksha M Shama, Dimitra Emmanouilidou, Ivan Tashev 2026 International Conference on Acoustics, Speech, and Signal Processing | May 2026 项目
论文与出版物 Harvesting Spare CPU Resources in Container Systems Adam Hall, Anirudh Sarma, Esha Choukse, Kishore Ramachandran, Sameh Elnikety NSDI | May 2026
论文与出版物 Chow-Liu Ordering for Long-Context Reasoning in Chain-of-Agents Naman Gupta, Vaibhav Singh, Arun Iyer, Kirankumar Shiragur, Pratham Grover, Ramakrishna Bairi, Ritabrata Maiti, Sankarshan Damle, Shachee Mishra Gupta, Rishikesh Maurya, Vageesh D C International Conference on Learning Representations Workshop on Memory for LLM-Based Agentic Systems | April 2026
论文与出版物 Concord: Learning Network Configuration Contracts Ryan Beckett, Francis Y. Yan, Raghunadha Reddy Pocha, Vineesh V. Raj, Ayyub Shaik, Siva Kesava Reddy Kakarla 2026 European Conference on Computer Systems | April 2026
论文与出版物 Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs Zhihe Yang, Xufang Luo, Zilong Wang, Dongqi Han, Zhiyuan He, Dongsheng Li, Yunjian Xu ICLR 2026 | April 2026