Publications
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2025
MTP: Transport for In-Network Computing
Tao Ji,
Rohan Vardekar,
Balajee Vamanan,
Brent E. Stephens,
Aditya Akella
Portable and High-Performance SmartNIC Programs with Alkali
Jiaxin Lin,
Zhiyuan Guo,
Mihir Shah,
Tao Ji,
Yiying Zhang,
Daehyeok Kim,
Aditya Akella
Expressive and Efficient Service Mesh Policies
Divyanshu Saxena,
William Zhang,
Shankara Pailoor,
Isil Dillig,
Aditya Akella
2024
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
Ruisi Cai*,
Yeonju Ro*,
Geon-woo Kim,
Peihao Wang,
Babak Ehteshami Bejnordi,
Aditya Akella,
Zhangyang Wang
MOSEL: Inference Serving Using Dynamic Modality Selection
Bodun Hu,
Le Xu,
Jeongyoon Moon,
Neeraja Yadwadkar,
Aditya Akella
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
Ajay Jaiswal,
Bodun Hu,
Lu Yin,
Yeonju Ro,
Shiwei Liu,
Tianlong Chen,
Aditya Akella
Optimizing Transformer Inference with Selective Distillation: Layerwise Conversion to Linear Attention
Yeonju Ro,
Zhenyu Zhang,
Vijay Chidambaram,
Aditya Akella
On the Criticality of Integrity Protection in 5G Fronthaul Networks
Jiarong Xing,
Sophia Yoo,
Xenofon Foukas,
Daehyeok Kim,
Michael K. Reiter
ChainedFilter: Combining Membership Filters by Chain Rule
Haoyu Li,
Liuhui Wang,
Qizhi Chen,
Jianan Ji,
Yuhan Wu,
Yikai Zhao,
Tong Yang,
Aditya Akella
Cassini: Network-Aware Job Scheduling in Machine Learning Clusters
Sudarsanan Rajasekaran,
Manya Ghobadi,
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
Yama: Providing Performance Isolation for Black-Box Offloads
Tao Ji,
Divyanshu Saxena,
Brent E. Stephens,
Aditya Akella
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