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ICML 25
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HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training
Geon-Woo Kim, Junbo Li, Shashidhar Gandham, Omar Baldonado, Adithya Gangidi, Pavan Balaji, Zhangyang Wang, Aditya Akella.
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ICML 25
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On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
Yeonju Ro, Zhenyu Zhang, Souvik Kundu, Zhangyang Wang, Aditya Akella.
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HotOS 25
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How I learned to stop worrying and love learned OS policies
Divyanshu Saxena, Jiayi Chen, Sujay Yadalam, Yeonju Ro, Rohit Dwivedula, Eric H. Campbell, Aditya Akella, Christopher J. Rossbach, Michael Swift.
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ICLR 25
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CONGO: Compressive Online Gradient Optimization
Jeremy Carleton, Prathik Vijaykumar, Divyanshu Saxena, Dheeraj Narasimha, Srinivas Shakkottai, Aditya Akella.
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NSDI 25
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Portable and High-Performance SmartNIC Programs with Alkali
Jiaxin Lin,
Zhiyuan Guo,
Mihir Shah,
Tao Ji,
Yiying Zhang,
Daehyeok Kim, and
Aditya Akella.
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NSDI 25
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MTP: A Transport for In-Network Computing
Tao Ji, Rohan Vardekar, Balajee Vamanan, Brent Stephens and Aditya Akella.
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ASPLOS 25
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Expressive and Efficient Service Mesh Policies
Divyanshu Saxena, William Zhang, Shankara Pailoor, Isil Dillig, and Aditya Akella.
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