Portable Acceleration of CMS Computing Workflows with Coprocessors as a Service

Keyphrases

• Coprocessor 100%
• Central Processing Unit 40%
• CMS Experiment 20%
• Optimized Network 20%
• Network Inference 20%
• Graphics Processing Unit 10%
• CERN LHC 10%
• Computer Centres 10%
• Machine Learning Algorithms 10%
• Architectural Design 10%
• Portability 10%
• Purdue 10%
• Throughput Performance 10%
• Future Performance 10%
• Performance Increase 10%
• Scientific Experiments 10%
• Design Decisions 10%
• Big Data Processing 10%
• Throughput Improvement 10%
• Data Processing Workflow 10%
• As-a-service 10%
• Inference Tasks 10%
• Google Cloud 10%
• Machine Learning Inference 10%

Computer Science

• Coprocessor 100%
• Central Processing Unit 40%
• Network Inference 20%
• Data Processing 20%
• Machine Learning Algorithm 10%
• Large Scale Data 10%
• Inference Task 10%
• Graphics Processing Unit 10%
• Machine Learning 10%
• Learning System 10%
• Architectural Design 10%
• Running Software 10%
• Scale Data Processing 10%
• Computer Processor 10%