OrderLab Reading Group

Spring/Summer 2024

Tuesdays 12:00pm-13:30pm, 4901 BBB

Coordinator: Yi Chen

Description

The reading group organized by the OrderLab covers latest advances in the research of computer systems. Students will read and discuss recent papers in top systems conferences such as OSDI, SOSP, NSDI, EuroSys, and ASPLOS.

Each week, one student will present the paper and lead the discussion. Other students should read the paper to be presented before the seminar. This seminar is supposed to generate in-depth discussions. It is impossible to do so without reading the paper first.

The focus topics covered in the papers vary semester to semester. Example topics include fault-tolerance, reliability, verification, energy efficiency, and virtualization. The presenter decides which paper to present. In general, select the papers that are relevant to your research project first (i.e., depth-first). If you are not sure, check with me first before preparing the presentation. Also, try to avoid picking papers that have already been picked in the past (the past schedules are linked on the left-side menu).

The presentation announcements are sent via the mailing list orderlab-talk@umich.edu, which will also be used to generate follow-up discussions of the presented paper. Students who wish to sign up for the mailing list, please email ryanph@umich.edu.

Schedule

DatePresenterTitleConferenceMaterial
05/07/2024 Ziming Zhou

AGORA: Automated Generation of Test Oracles for REST APIs

Juan C. Alonso, Sergio Segura, and Antonio Ruiz-Cort├ęs, Universidad de Sevilla

ISSTA '23 Paper
05/14/2024 Yuzhuo Jing

TreeSLS: A Whole-system Persistent Microkernel with Tree-structured State Checkpoint on NVM

Fangnuo Wu, Mingkai Dong, Gequan Mo, and Haibo Chen, Shanghai Jiao Tong University

SOSP '23 Paper
05/21/2024 Ruiming Lu

RackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-Design

Benjamin Reidys, Yuqi Xue and Daixuan Li, University of Illinois Urbana-Champaign; Bharat Sukhwani, IBM T. J. Watson Research Center; Wen-mei Hwu and Deming Chen, University of Illinois Urbana-Champaign; Sameh Asaad, IBM T. J. Watson Research Center; Jian Huang, University of Illinois Urbana-Champaign

SOSP '23 Paper
05/28/2024 Yuzhuo Jing

Yuzhuo's Project Presentation

06/04/2024 Yi Chen

Halfmoon: Log-Optimal Fault-Tolerant Stateful Serverless Computing

Sheng Qi, Xuanzhe Liu and Xin Jin, Peking University

SOSP '23 Paper
06/11/2024 Yuxuan Jiang

Characterization of Large Language Model Development in the Datacenter

Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun and Dahua Lin, Shanghai AI Laboratory; Xiaolin Wang and Yingwei Luo, Peking University; Yonggang Wen and Tianwei Zhang, Nanyang Technological University

NSDI '24 Paper
06/18/2024 Wanning He

MESSI: Behavioral Testing of BGP Implementations

Rathin Singha and Rajdeep Mondal, University of California Los Angeles; Ryan Beckett, Microsoft; Siva Kesava Reddy Kakarla, Microsoft Research; Todd Millstein and George Varghese, University of California Los Angeles

NSDI '24 Paper
06/25/2024 Site Fan

MuCache: A General Framework for Caching in Microservice Graphs

Haoran Zhang, Konstantinos Kallas, and Spyros Pavlatos, Rajeev Alur, Sebastian Angel, and Vincent Liu, University of Pennsylvania

NSDI '24 Paper
07/02/2024 Ziming Zhou

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning

Lianmin Zheng, Zhuohan Li, and Hao Zhang, UC Berkeley; Yonghao Zhuang, Shanghai Jiao Tong University; Zhifeng Chen and Yanping Huang, Google; Yida Wang, Amazon Web Services; Yuanzhong Xu, Google; Danyang Zhuo, Duke University; Eric P. Xing, MBZUAI and Carnegie Mellon University; Joseph E. Gonzalez and Ion Stoica, UC Berkeley

OSDI '22 Paper
07/09/2024 Yuxuan Jiang

Triangulating Python Performance Issues with SCALENE

Emery D. Berger, Sam Stern, and Juan Altmayer Pizzorno, University of Massachusetts Amherst

OSDI '23 Paper
07/16/2024 Ziming Zhou

AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving

Zhuohan Li and Lianmin Zheng, UC Berkeley; Yinmin Zhong, Peking University; Vincent Liu, University of Pennsylvania; Ying Sheng, Stanford University; Xin Jin, Peking University; Yanping Huang and Zhifeng Chen, Google; Hao Zhang, UC San Diego; Joseph E. Gonzalez and Ion Stoica, UC Berkeley

OSDI '23 Paper