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PACMI@SOSP 2025: Seoul, Korea
- Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems, PACMI 2025, Seoul, Republic of Korea, October 13-16, 2025. ACM 2025, ISBN 979-8-4007-2205-9
- Megan Frisella
, Arvin Oentoro
, Xiangyu Gao
, Gilbert Bernstein
, Stephanie Wang
:
Piper: Towards Flexible Pipeline Parallelism for PyTorch. 1-6 - Zicheng Wang
, Zesen Liu
, Yinggang Guo
, Lizhi Sun
, Ligeng Chen
, Yixin Guo
, Claire Gu
, Jun Xiao
, Tao Wang
, Lu Liu
, Yanyan Jiang
:
Evolving Beyond Pressure: RL-Enhanced Camera Launch for Resource-Critical Scenarios. 7-12 - Evangelos Lamprou
, Christian Gram Kalhauge
, Martin C. Rinard
, Nikos Vasilakis
:
Guarding LLM-aided Software Transformation Tasks via Component Exoskeletons. 13-18 - Seungkwan Kang
, Miryeong Kwon
, Seungjun Lee
, Huiwon Choi
, Myoungsoo Jung
:
Bridging Natural Resilience and Cost-Effectiveness in SSDs for Containerized ML Applications. 19-24 - Yicheng Feng
, Xin Tan
, Kin Hang Sew
, Yimin Jiang
, Yibo Zhu
, Hong Xu
:
Frontier: Simulating the Next Generation of LLM Inference Systems. 25-30 - Aditya Atul Tewari
, Sujay Yadalam
, Arthur Michener Peters
, Saurabh Agarwal
, Aditya Akella
, Michael M. Swift
, Christopher J. Rossbach
:
OQueue: Observable Communication in Learning Directed Operating Systems. 31-36 - Georgios Liargkovas
, Prabhpreet Singh Sodhi
, Kostis Kaffes
:
Set It and Forget It: Zero-Mod ML Magic for Linux Tuning. 37-43 - Navidreza Asadi
, Dalal Ali
, Razvan-Mihai Ursu
, Wolfgang Kellerer
:
Challenges in Designing Robust RL-Based Autoscalers. 44-49 - Grigoris Ntousakis
, Julian James Stephen
, Michael V. Le
, Sai Sree Laya Chukkapalli
, Teryl Taylor
, Ian M. Molloy
, Frederico Araujo
:
Securing MCP-based Agent Workflows. 50-55 - Maximilian Jakob Heer
, Benjamin Ramhorst
, Gustavo Alonso
:
Easing the path to deployment in ML4Sys through FPGAs. 56-62 - Dan Williams
, Milo Craun
, Michael V. Le
, Julian James Stephen
, Salman Ahmed
, Hani Jamjoom
:
Towards Safe Agentic AI Performance Engineering. 63-68 - David J. Goetze
, Dahlia J. Felten
, Jeannie R. Albrecht
, Rohit Bhattacharya
:
FLOSS: Federated Learning with Opt-Out and Straggler Support. 69-74 - Yifan Zhang
, Jianchang Su
, Zixu Shen
, Yang Zhou
, Wei Zhang
:
Toward Interference-Aware Scheduling for Serverless Functions via eBPF and Meta-Learning. 75-80 - Vaastav Anand
, Yichen Li
, Alok Gautam Kumbhare
, Celine Irvene
, Chetan Bansal
, Gagan Somashekar
, Jonathan Mace
, Pedro Henrique B. Las-Casas, Ricardo Bianchini
, Rodrigo Fonseca
:
Intent-based System Design and Operation. 81-86 - Rohail Asim
, Ankit Bhardwaj
, Arjuna Sathiaseelan
, Yasir Zaki
, Lakshmi Subramanian
:
Modeling Economic Viability for Scalable AI Deployment in Emerging Regions. 87-92 - Yingying Liu
, Junzhe Li
, Junzhou Fang
, Chenxiong Qian
:
Merlin: Improving Page Prefetching via Online Reinforcement Learning. 93-98 - Zesen Liu
, Zicheng Wang
, Yinggang Guo
, Lizhi Sun
, Ligeng Chen
, Yixin Guo
, Yaonan Gu
, Jun Xiao
, Tao Wang
, Lu Liu
, Yanyan Jiang
:
Data Knows What the App Needs: An Intelligent Resource Watermark for Mobile Systems. 99-104 - Benjamin Hoffman
, Alexander Dietmüller
, Ayush Mishra
, Laurent Vanbever
:
Into the Wild: Real-World Testing for ML-Based ABR. 105-109 - Yusheng Zheng
, Yanpeng Hu
, Tong Yu
, Andi Quinn
:
AgentSight: System-Level Observability for AI Agents Using eBPF. 110-115

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