Abstract is missing.
- Piper: Towards Flexible Pipeline Parallelism for PyTorchMegan Frisella, Arvin Oentoro, Xiangyu Gao, Gilbert Bernstein, Stephanie Wang. 1-6 [doi]
- Evolving Beyond Pressure: RL-Enhanced Camera Launch for Resource-Critical ScenariosZiCheng Wang, Zesen Liu, Yinggang Guo, Lizhi Sun, Ligeng Chen, Yixin Guo, Claire Gu, Jun Xiao, Tao Wang, Lu Liu, Yanyan Jiang 0001. 7-12 [doi]
- Guarding LLM-aided Software Transformation Tasks via Component ExoskeletonsEvangelos Lamprou, Christian Gram Kalhauge, Martin C. Rinard, Nikos Vasilakis. 13-18 [doi]
- Bridging Natural Resilience and Cost-Effectiveness in SSDs for Containerized ML ApplicationsSeungkwan Kang, Miryeong Kwon, Seungjun Lee, Huiwon Choi, Myoungsoo Jung. 19-24 [doi]
- Frontier: Simulating the Next Generation of LLM Inference SystemsYicheng Feng, Xin Tan 0004, Kin Hang Sew, Yimin Jiang, Yibo Zhu, Hong Xu 0001. 25-30 [doi]
- OQueue: Observable Communication in Learning Directed Operating SystemsAditya Atul Tewari, Sujay Yadalam, Arthur Michener Peters, Saurabh Agarwal, Aditya Akella, Michael M. Swift, Christopher J. Rossbach. 31-36 [doi]
- Set It and Forget It: Zero-Mod ML Magic for Linux TuningGeorgios Liargkovas, Prabhpreet Singh Sodhi, Kostis Kaffes. 37-43 [doi]
- Challenges in Designing Robust RL-Based AutoscalersNavidreza Asadi, Dalal Ali, Razvan-Mihai Ursu, Wolfgang Kellerer. 44-49 [doi]
- Securing MCP-based Agent WorkflowsGrigoris Ntousakis, Julian James Stephen, Michael V. Le, Sai Sree Laya Chukkapalli, Teryl Taylor, Ian M. Molloy, Frederico Araujo. 50-55 [doi]
- Easing the path to deployment in ML4Sys through FPGAsMaximilian Jakob Heer, Benjamin Ramhorst, Gustavo Alonso. 56-62 [doi]
- Towards Safe Agentic AI Performance EngineeringDan Williams 0001, Milo Craun, Michael V. Le, Julian James Stephen, Salman Ahmed 0001, Hani Jamjoom. 63-68 [doi]
- FLOSS: Federated Learning with Opt-Out and Straggler SupportDavid J. Goetze, Dahlia J. Felten, Jeannie R. Albrecht, Rohit Bhattacharya. 69-74 [doi]
- Toward Interference-Aware Scheduling for Serverless Functions via eBPF and Meta-LearningYifan Zhang, Jianchang Su, Zixu Shen, Yang Zhou, Wei Zhang. 75-80 [doi]
- Intent-based System Design and OperationVaastav Anand, Yichen Li, Alok Gautam Kumbhare, Celine Irvene, Chetan Bansal, Gagan Somashekar, Jonathan Mace, Pedro Henrique B. Las-Casas, Ricardo Bianchini, Rodrigo Fonseca. 81-86 [doi]
- Modeling Economic Viability for Scalable AI Deployment in Emerging RegionsRohail Asim, Ankit Bhardwaj, Arjuna Sathiaseelan, Yasir Zaki, Lakshmi Subramanian. 87-92 [doi]
- Merlin: Improving Page Prefetching via Online Reinforcement LearningYingying Liu, Junzhe Li, Junzhou Fang, Chenxiong Qian. 93-98 [doi]
- Data Knows What the App Needs: An Intelligent Resource Watermark for Mobile SystemsZesen Liu, ZiCheng Wang, Yinggang Guo, Lizhi Sun, Ligeng Chen, Yixin Guo, Yaonan Gu, Jun Xiao, Tao Wang, Lu Liu, Yanyan Jiang. 99-104 [doi]
- Into the Wild: Real-World Testing for ML-Based ABRBenjamin Hoffman, Alexander Dietmüller, Ayush Mishra, Laurent Vanbever. 105-109 [doi]
- AgentSight: System-Level Observability for AI Agents Using eBPFYusheng Zheng, Yanpeng Hu, Tong Yu, Andi Quinn. 110-115 [doi]