ruipeterpan
System researcher wannabe | 3rd-yr Ph.D. @Princeton | Previously @UW-Madison, @MPI-INF, and @AWS
Princeton, New Jersey
Pinned Repositories
apparate
Code for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
cos598d_sp24
cs61c-su19
CS 61C: Great Ideas in Computer Architecture (Machine Structures) Course & Lab Projects
cs639-fa20
CS 639 (Introduction to Computer Vision) Course Project: Real-time Vision Tasks with a High Degree of Freedom Robot Arm
cs759-sp21
CS/ECE/ME/EP 759 (High Performance Computing for Engineering Applications) Course Project: Cautiously Aggressive GPU Space Sharing to Improve Resource Utilization and Job Efficiency
echelonflow_slides
paper_notes
Personal blog + reading notes on system-ish papers
ruipeterpan.github.io
Rui's personal portfolio website
torch_profiler
Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo
shockwave
Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
ruipeterpan's Repositories
ruipeterpan/paper_notes
Personal blog + reading notes on system-ish papers
ruipeterpan/torch_profiler
Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo
ruipeterpan/cs759-sp21
CS/ECE/ME/EP 759 (High Performance Computing for Engineering Applications) Course Project: Cautiously Aggressive GPU Space Sharing to Improve Resource Utilization and Job Efficiency
ruipeterpan/cs61c-su19
CS 61C: Great Ideas in Computer Architecture (Machine Structures) Course & Lab Projects
ruipeterpan/ruipeterpan.github.io
Rui's personal portfolio website
ruipeterpan/cs639-fa20
CS 639 (Introduction to Computer Vision) Course Project: Real-time Vision Tasks with a High Degree of Freedom Robot Arm
ruipeterpan/echelonflow_slides
ruipeterpan/cos598d_sp24
ruipeterpan/byteps
A high performance and generic framework for distributed DNN training
ruipeterpan/docker-airflow
Docker Apache Airflow
ruipeterpan/awesome-ssm-ml
Reading list for research topics in state-space models
ruipeterpan/cos316_fa23
ruipeterpan/cos598d_pruning
Assignments for COS598D: System and Machine Learning
ruipeterpan/elastic
PyTorch elastic training
ruipeterpan/GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
ruipeterpan/LEBench
ruipeterpan/Ouroboros
ruipeterpan/PyTorch-parameter-server
Implementation of Parameter Server using PyTorch communication lib
ruipeterpan/Scriptables
关于Scriptable的好玩代码 Interesting scripts for Scriptable
ruipeterpan/torchinfo
View model summaries in PyTorch!
ruipeterpan/wastedcores
ruipeterpan/wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.