PPoPP 2022 (series) / Main Conference /
Mashup: Making Serverless Computing Useful for HPC Workflows via Hybrid Execution
Mon 4 Apr 2022 10:50 - 11:05 - Session 1 Chair(s): Tongping Liu
This work introduces MASHUP, a novel strategy to leverage serverless computing model for executing scientific workflows in a hybrid fashion – by taking advantage of both traditional VM-based cloud computing platform and emerging serverless platform. MASHUP outperforms the state-of-the-art workflow execution engines by an average of 34% and 43% in terms of execution time reduction and cost reduction, respectively for widely-used HPC workflows on Amazon Cloud platform (EC2 and Lambda).
Mon 4 AprDisplayed time zone: Eastern Time (US & Canada) change
Mon 4 Apr
Displayed time zone: Eastern Time (US & Canada) change
10:20 - 11:20 | |||
10:20 15mTalk | CASE: A Compiler-Assisted SchEduling Framework for Multi-GPU Systems Main Conference Chao Chen Amazon Web Service, Chris Porter Georgia Institute of Technology, USA, Santosh Pande Georgia Institute of Technology | ||
10:35 15mTalk | Dopia: Online Parallelism Management for Integrated CPU/GPU Architectures Main Conference Younghyun Cho University of California, Berkeley, Jiyeon Park Seoul National University, Florian Negele ETH Zurich, Changyeon Jo Seoul National University, Thomas Gross ETH Zurich, Bernhard Egger Seoul National University | ||
10:50 15mTalk | Mashup: Making Serverless Computing Useful for HPC Workflows via Hybrid Execution Main Conference Rohan Basu Roy Northeastern University, Tirthak Patel Northeastern University, Vijay Gadepally MIT Lincoln Laboratory, Devesh Tiwari Northeastern University | ||
11:05 15mTalk | Stream Processing with Dependency-Guided Synchronization Main Conference Konstantinos Kallas University of Pennsylvania, Filip Niksic Google, Caleb Stanford University of Pennsylvania, Rajeev Alur University of Pennsylvania | ||