HuaizhengZhang/AI-System-School

Issues

• website link not working

  #70 opened a month ago by mikethegoblin
  1

• I found a interesting work for distribute training

  #66 opened 10 months ago by EthanLI24
  1

• about the link

  #47 opened 4 years ago by liusy58
  2

• Doc: Add the new course from Stanford

  #57 opened 3 years ago by swagshaw
  1

• Cloudburst: Stateful Functions-as-a-Service

  #45 opened 4 years ago by YuanmingLeee
  0

• MLPERF INFERENCE BENCHMARK

  #34 opened 5 years ago by HuaizhengZhang
  0

• Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference

  #33 opened 5 years ago by HuaizhengZhang
  0

• NeurIPS2019 System for ML workshop (with oral papers)

  #32 opened 5 years ago by HuaizhengZhang
  0

• Nexus: A GPU Cluster for Accelerating Neural Networks for Video Analysis

  #12 opened 5 years ago by HuaizhengZhang
  0

• SOSP2019-machine learning session 2 papers

  #21 opened 5 years ago by HuaizhengZhang
  0

• Parity Models: Erasure-Coded Resilience for Prediction Serving Systems

  #18 opened 5 years ago by HuaizhengZhang
  0

• Dive into Deep Learning Compiler

  #28 opened 5 years ago by HuaizhengZhang
  0

• INFaaS: A Model-less Inference Serving System

  #25 opened 5 years ago by HuaizhengZhang
  1

• Toward Highly Available, Intelligent Cloud and ML Systems

  #24 opened 5 years ago by HuaizhengZhang
  0

• Tiresias: A GPU cluster manager for distributed deep learning

  #27 opened 5 years ago by HuaizhengZhang
  0

• The Case for Learning-and-System Co-design

  #22 opened 5 years ago by HuaizhengZhang
  0

• An Open-Source Benchmark Suite for Microservices and Their Hardware-Software Implications for Cloud & Edge Systems

  #23 opened 5 years ago by HuaizhengZhang
  0

• Procella: Unifying serving and analytical data at YouTube

  #19 opened 5 years ago by HuaizhengZhang
  0

• Vantage: Optimizing video upload for time-shifted viewing of social live streams

  #17 opened 5 years ago by HuaizhengZhang
  0

• Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

  #16 opened 5 years ago by HuaizhengZhang
  1

• Software Engineering for Machine Learning: A Case Study

  #15 opened 5 years ago by HuaizhengZhang
  1

• Machine Learning Systems are Stuck in a Rut

  #13 opened 5 years ago by HuaizhengZhang
  0

• Signal Fabric—An AI-assisted Platform for Knowledge Discovery in Dynamic System

  #6 opened 5 years ago by HuaizhengZhang
  0

• Accelerating Large Scale Deep Learning Inference through DeepCPU at Microsoft

  #4 opened 5 years ago by HuaizhengZhang
  1

• Katib: A Distributed General AutoML Platform on Kubernetes

  #9 opened 5 years ago by HuaizhengZhang
  3

• MLOp Lifecycle Scheme for Vision-based Inspection Process in Manufacturing

  #5 opened 5 years ago by HuaizhengZhang
  1

• Deep Learning Inference Service at Microsoft

  #3 opened 5 years ago by HuaizhengZhang
  0

• Deep Learning Inference Service at Microsoft

  #7 opened 5 years ago by HuaizhengZhang
  1

• Opportunities and Challenges Of Machine Learning Accelerators In Production

  #2 opened 5 years ago by HuaizhengZhang
  3

• OpML '19 Conference Program

  #1 opened 5 years ago by HuaizhengZhang
  0