Publications

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

On a Foundation Model for Operating Systems

Divyanshu Saxena, Nihal Sharma, Donghyun Kim, Rohit Dwivedula, Jiayi Chen, Chenxi Yang, Sriram Ravula, Zichao Hu, Aditya Akella, Sebastian Angel, Joydeep Biswas, Swarat Chaudhuri, Isil Dillig, Alex Dimakis, Daehyeok Kim, Chris Rossbach, Gang Wang

Enabling Resilience in Virtualized RANs with Atlas

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