0000000000564228

AUTHOR

Mikhail Borodin

showing 2 related works from this author

Big Data Processing in the ATLAS Experiment: Use Cases and Experience

2015

Abstract The physics goals of the next Large Hadron Collider run include high precision tests of the Standard Model and searches for new physics. These goals require detailed comparison of data with computational models simulating the expected data behavior. To highlight the role which modeling and simulation plays in future scientific discovery, we report on use cases and experience with a unified system built to process both real and simulated data of growing volume and variety.

Big DataComputational modelLarge Hadron ColliderComputer sciencebusiness.industryPhysics beyond the Standard ModelData managementBig dataATLAS experimentcomputer.software_genreData scienceStandard ModelModeling and simulationParallel and Distributed ComputingGrid-based Simulation and ComputingGrid computingLarge Scale Scientific InstrumentsGeneral Earth and Planetary SciencesUse casebusinesscomputerGeneral Environmental ScienceProcedia Computer Science
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Unified System for Processing Real and Simulated Data in the ATLAS Experiment

2015

The physics goals of the next Large Hadron Collider run include high precision tests of the Standard Model and searches for new physics. These goals require detailed comparison of data with computational models simulating the expected data behavior. To highlight the role which modeling and simulation plays in future scientific discovery, we report on use cases and experience with a unified system built to process both real and simulated data of growing volume and variety.

FOS: Computer and information sciencesJ.2Physics - Instrumentation and Detectors68T42FOS: Physical sciencesInstrumentation and Detectors (physics.ins-det)High Energy Physics - ExperimentComputing and ComputersC.1.4H.3.4High Energy Physics - Experiment (hep-ex)Computer Science - Distributed Parallel and Cluster ComputingI.6.7Distributed Parallel and Cluster Computing (cs.DC)C.1.4; H.3.4; I.6.7; J.2
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