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Conference Session [clear filter]
Wednesday, April 28
 

15:00 BST

Session 4 (6 papers): Cloud & ML
Session's video playlist
Youtube live streaming

SmartHarvest: Harvesting Idle CPUs Safely and Efficiently in the Cloud, Yawen Wang (Stanford University), Kapil Arya (Microsoft Research), Marios Kogias (Microsoft Research, Switzerland), Manohar Vanga (Nokia Bell Labs, Germany), Aditya Bhandari (Microsoft), Neeraja J. Yadwadkar (Stanford University, United States of America), Siddhartha Sen (Microsoft Research), Sameh Elnikety (Microsoft Research, United States of America), Christos Kozyrakis (Stanford University, United States of America), Ricardo Bianchini (Microsoft Research, United States of America).
Long video, Short video.

Accelerating Graph Sampling for Graph Machine Learning using GPUs, Abhinav Jangda (University of Massachusetts Amherst, United States of America), Sandeep Polisetty (University of Massachusetts Amherst), Arjun Guha (Northeastern University, United States of America), Marco Serafini (University of Massachusetts Amherst, United States of America).
Long video, Short video

Rubberband: Cloud-based Hyperparameter Tuning, Richard Liaw (UC Berkeley), Ujval Misra (UC Berkeley), Lisa Dunlap (UC Berkeley), Joseph Gonzalez (UC Berkeley, United States of America), Ion Stoica (UC Berkeley, United States of America), Alexey Tumanov (Georgia Tech, United States of America), Kirthevasan Kandasamy (UC Berkeley), Romil Bhardwaj (UC Berkeley, United States of America).
Long video, Short video

Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU, Zhen Xie (University of California, Merced), Wenqian Dong (University of California, Merced), Jiawen Liu (University of California, Merced), Hang Liu (Stevens Institute of Technology, United States of America), Dong Li (University of California, Merced).
Long videoShort video

Take it to the Limit: Peak Prediction-driven Resource Overcommitment in Datacenters, Noman Bashir (University of Massachusetts Amherst, United States of America), Nan Deng (Google LLC, United States of America), Krzysztof Rzadca (Google LLC and University of Warsaw, Poland), David Irwin (University of Massachusetts, Amherst), Sree Kodak (Google LLC), Rohit Jnagal (Google LLC).
Long videoShort video

Site-to-Site Internet Traffic Control, Frank Cangialosi (MIT), Akshay Narayan (MIT), Prateesh Goyal (MIT), Radhika Mittal (UIUC, United States of America), Mohammad Alizadeh (MIT, United States of America), Hari Balakrishnan (MIT).
Long videoShort video

Speakers
avatar for Noman Bashir

Noman Bashir

University of Massachussetts Amherst
avatar for Yawen Wang

Yawen Wang

Stanford University
avatar for Abhinav Jangda

Abhinav Jangda

University of Massachussetts Amherst
avatar for Lisa Dunlap

Lisa Dunlap

UC Berkeley
avatar for Zhen Xie

Zhen Xie

UC Merced


Wednesday April 28, 2021 15:00 - 16:30 BST
  Conference Session, Session 4
  • Session Chair Evangelia Kalyvianaki
  • Slack Channel #conf-session-4
  • Volunteers Jakub Szewczyk, Shady Issa
 
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