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  1. 1061
    “…However, as CMS faces the Run 3 and High Luminosity LHC (HL-LHC) challenges, with increasing luminosity and event complexity, growing demands for CPU have been estimated. In these future scenarios, additional contributions from more diverse types of resources, such as Cloud and High-Performance Computing (HPC) clusters, will be required to complement the limited growth of the capacities of WLCG resources. …”
    Enlace del recurso
    Enlace del recurso
    Resource provisioning and workload scheduling of CMS Offline Computing
  2. 1062
    “…However, as CMS faces the Run 3 and High Luminosity LHC (HL-LHC) challenges, with increasing luminosity and event complexity, growing demands for CPU have been estimated. In these future scenarios, additional contributions from more diverse types of resources, such as Cloud and High-Performance Computing (HPC) clusters, will be required to complement the limited growth of the capacities of WLCG resources. …”
    Enlace del recurso
    Resource provisioning and workload scheduling of CMS Offline Computing
  3. 1063
    “…The framework is completed by the HEP Benchmark Suite that simplifies the process of executing HEPscore and other benchmarks such as HEP-SPEC06, SPEC CPU 2017, and DB12. This paper describes the motivation, the design choices, and the results achieved by the HEPiX Benchmarking Working group. …”
    Enlace del recurso
    Enlace del recurso
    HEPiX Benchmarking Solution for WLCG Computing Resources
  4. 1064
    por Lad, Nisha Nareshbhai
    Publicado 2022
    “…The track finding algorithm adopted for the LHC Run-2 data taking period is based on combinatorial track following, where the seed number scales non-linearly with the number of hits. The corresponding CPU time increase, close to cubical, creates huge and ever-increasing demand for computing power. …”
    Enlace del recurso
    Enlace del recurso
    Machine learning predictor for ‘measurement-to-track’ association for the ATLAS inner detector trigger
  5. 1065
    por Hasib, Ahmed
    Publicado 2022
    “…Detailed detector simulation with Geant4 provides good agreement to data, but, due to the complexity of the detector, the CPU resources required are extraordinary. For more than 10 years, ATLAS has developed and utilized tools that replace the slowest part of the simulation - the calorimeter shower simulation - by faster alternatives. …”
    Enlace del recurso
    ATLAS Fast Simulation - from classical to deep learning
  6. 1066
    por CMS Offline Software, Computing
    Publicado 2022
    “…In this document we present aspects of our roadmap for those improvements, focusing on the plans to reduce storage and CPU needs as well as take advantage of heterogeneous platforms, such as the ones equipped with GPUs, and High Performance Computing Centers. …”
    Enlace del recurso
    CMS Phase-2 Computing Model: Update Document
  7. 1067
    “…In its second stage, a CPU farm is used to reconstruct the full event and perform candidate selections, which are persisted for offline use with an output rate of about 10 GB/s. …”
    Enlace del recurso
    Fast and flexible data structures for the LHCb Run 3 software trigger
  8. 1068
    por Rua, Stefan
    Publicado 2022
    “…After summarising the recent academic research, we will measure the performance of representative open- and closed-source algorithms over CMS data, and compare it with the CPU-only algorithms currently used by ROOT and CMS (lz4, zlib, zstd).…”
    Enlace del recurso
    Exploration of GPU-enabled lossless compressors
  9. 1069
    “…Therefore it can run in the LHCb FPGA readout cards in real time, during data taking at 30 MHz, representing a promising alternative solution to more common CPU-based algorithms.…”
    Enlace del recurso
    Enlace del recurso
    A real-time FPGA-based cluster finding algorithm for LHCb silicon pixel detector
  10. 1070
    por Potekhin, Maxim
    Publicado 2017
    “…To this end, a Prompt Processing system has been developed which is complementary to Online Monitoring and is characterized by a lower bandwidth, scalable CPU resources and end-to-end latency on the scale of a few minutes. …”
    Enlace del recurso
    Enlace del recurso
    The protoDUNE-SP experiment and its prompt processing system
  11. 1071
    “…The ATLAS experiment at the LHC relies critically on simulated event samples produced by the full Geant4 detector simulation software (FullSim). FullSim was the major CPU consumer during the last data-taking year in 2018 and it is expected to be still significant in the HL-LHC era. …”
    Enlace del recurso
    Optimizing the ATLAS Geant4 detector simulation software
  12. 1072
    “…The ATLAS experiment at the LHC relies critically on simulated event samples produced by the full Geant4 detector simulation software FullSim. FullSim was the major CPU consumer during the last data-taking year in 2018 and it is expected to be still significant in the HL-LHC era. …”
    Enlace del recurso
    Optimizing the ATLAS Geant4 detector simulation software
  13. 1073
    “…The cluster outputs and computational performance of the GPU-accelerated algorithm are compared to those of the CPU-based implementation.…”
    Enlace del recurso
    Particle Flow Reconstruction on Heterogeneous Architecture for CMS
  14. 1074
    por Le Gras, M, Williams, D J
    Publicado 1997
    “…The data treatment is performed as a real-time task in a VME crate equipped with a Motorola MVME147 CPU board and conforms to the standard instrumentation protocol as well as the PS control system.…”
    Enlace del recurso
    Trajectory measurement of bunches ejected from the CERN PSB
  15. 1075
    por Dönszelmann, M
    Publicado 2000
    “…The limited memory and CPU resources which are available in the Palm are used to store the maps and building coordinates and to calculate the picture. …”
    Enlace del recurso
    CERN Building and Map Interface via WWW on the Palm
  16. 1076
    por Poulard, G
    Publicado 2003
    “…Over a period of about 40 calendar days 71000 CPU-days were used producing 30 Tbytes of data in about 35000 partitions. …”
    Enlace del recurso
    ATLAS Data Challenge 1
  17. 1077
    “…However, the increase in available CPU power has opened the possibility for far more realistic simulations. …”
    Enlace del recurso
    A New Version of Sixtrack with Collimation and Aperture Interface
  18. 1078
    por CERN. Geneva. CPT Project
    Publicado 2006
    “…These pledges include the amount of CPU power, disk storage, tape storage library space, and network connectivity for each of the LHC experiment for the subsequent five years. …”
    Enlace del recurso
    CPT White Paper on Tier-1 Computing Resource Needs
  19. 1079
    “…Presently 1/3 of the 40K CPU cores available to ALICE are occupied by jobs submitted by about 400 distinct users, individually or in organized analysis trains. …”
    Enlace del recurso
    Enlace del recurso
    JAliEn - A new interface between the AliEn jobs and the central services
  20. 1080
    “…The conditions data, currently collected after each run, will be provided continuously to a farm containing 100 000 CPU cores and tens of PB of storage. In this paper the DCS design, deployed technologies, and experience gained during the 7 years of operation will be described and the initial assumptions with the current setup will be compared. …”
    Enlace del recurso
    Enlace del recurso
    The Evolution of the ALICE Detector Control System
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