Publications
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2024
ChainedFilter: Combining Membership Filters by Chain Rule
Haoyu Li,
Liuhui Wang,
Qizhi Chen,
Jianan Ji,
Yuhan Wu,
Yikai Zhao,
Tong Yang,
Aditya Akella
2023
Jiarong Xing,
Junzhi Gong,
Xenofon Foukas,
Anuj Kalia,
Daehyeok Kim,
Manikanta Kotaru
LogNIC: A High-Level Performance Model for SmartNICs
Zerui Guo,
Jiaxin Lin,
Yuebin Bai,
Daehyeok Kim,
Michael Swift,
Aditya Akella,
Ming Liu
Configuring the OS for Tomorrow's Robots
Madhav Tummala,
Daehyeok Kim,
Joydeep Biswas,
Aditya Akella
Resilient Baseband Processing in Virtualized RANs with Slingshot
Nikita Lazarev,
Tao Ji,
Anuj Kalia,
Daehyeok Kim,
Ilias Marinos,
Francis Y. Yan,
Christina Delimitrou,
Zhiru Zhang,
Aditya Akella
Darwin: Flexible Learning-based CDN Caching
Jiayi Chen,
Nihal Sharma,
Tarannum Khan,
Shu Liu,
Brian Chang,
Aditya Akella,
Sanjay Shakkottai,
Ramesh Sitaraman
Blink-hash: An Adaptive Hybrid Index for In-Memory Time-Series Databases
Hokeun Cha,
Xiangpeng Hao,
Tianzheng Wang,
Huanchen Zhang,
Aditya Akella,
Xiangyao Yu
Navigating Performance-Efficiency Tradeoffs in Serverless Computing: Deduplication to the Rescue!
Divyanshu Saxena,
Tao Ji,
Arjun Singhvi,
Junaid Khalid,
Aditya Akella
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit
Yeonju Ro,
Zhangyang Wang,
Vijay Chidambaram,
Aditya Akella
Invited Paper: Towards Efficient Microservice Communication
Divyanshu Saxena,
William Zhang,
Madhav Tummala,
Saksham Goel,
Aditya Akella
Invited paper
Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE
Kshiteej Mahajan,
Ching-Hsiang Chu,
Srinivas Sridharan,
Aditya Akella
Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning
Pengfei Zheng,
Rui Pan,
Tarannum Khan,
Shivaram Venkataraman,
Aditya Akella
RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs
Jiaxin Lin,
Adney Cardoza,
Tarannum Khan,
Yeonju Ro,
Brent E. Stephens,
Hassan Wassel,
Aditya Akella
Sketchovsky: Enabling Ensembles of Sketches on Programmable Switches
Hun Namkung,
Zaoxing Liu,
Daehyeok Kim,
Vyas Sekar,
Peter Steenkiste