The Future of Software and Computing for HEP: Pushing the Boundaries of the Possible
- Fermilab
The nature of computing is changing. Driven by the solid state physics of CPU technology, industry is moving to multi-core systems with less memory, power, and memory bandwidth per core. The result is that the pleasantly parallel HEP event processing paradigm has to adjust to this new reality. New techniques such as machine learning and algorithms capable of exploiting vector processors, will be needed. Advances in instrumentation enabling fine-granularity high-precision measurements, have driven a data revolution. In this paper I will capture the needs, and where we are in addressing these data and compute challenges.
- Research Organization:
- Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
- Sponsoring Organization:
- USDOE Office of Science (SC), High Energy Physics (HEP) (SC-25)
- DOE Contract Number:
- AC02-07CH11359
- OSTI ID:
- 1889218
- Report Number(s):
- FERMILAB-CONF-18-832-OCIO; oai:inspirehep.net:1749123
- Conference Information:
- Journal Name: PoS Journal Volume: ICHEP2018
- Country of Publication:
- United States
- Language:
- English
Similar Records
The Future of Software and Computing for HEP: Pushing the Boundaries of the Possible
Evolution of HEP Processing Frameworks
Performance study of GPUs in real-time trigger applications for HEP experiments
Technical Report
·
Sun Jul 08 00:00:00 EDT 2018
·
OSTI ID:1477989
Evolution of HEP Processing Frameworks
Conference
·
Wed Mar 16 00:00:00 EDT 2022
·
OSTI ID:1865342
Performance study of GPUs in real-time trigger applications for HEP experiments
Conference
·
Wed Jun 01 00:00:00 EDT 2011
·
OSTI ID:1038546