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Jet Momentum Resolution for the CMS Experiment and Distributed Data Caching Strategies

Heidecker, Christoph Alexander

Abstract (englisch):

Accurately measured jets are mandatory for precision measurements of the Standard Model of particle physics as well as for searches for new physics.
The increased instantaneous luminosity and center-of-mass energy at LHC Run 2 pose challenges for pileup mitigation and the measurement of jet characteristics.
This thesis concentrates on using Z + jets events to calibrate the energy scale of jets recorded by the CMS detector in 2018.
Furthermore, it proposes a new procedure for determining the jet momentum resolution using Z + jets events.
This procedure is expected to allow cross-checking complementary measurement approaches and increasing the accuracy of the jet momentum resolution at the CMS experiment.

Data-intensive end-user analyses in High Energy Physics such as the presented calibration of jets put enormous challenges on the computing infrastructure since requiring high data throughput.
Besides the particle physics analysis, this thesis also focuses on accelerating data processing within a distributed computing infrastructure via a coordinated distributed caching approach.
Coordinated placement of critical data within distributed caches and matching workflows to the most suitable host in terms of cached data allows for optimizing processing efficiency.
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Volltext §
DOI: 10.5445/IR/1000124390
Veröffentlicht am 20.10.2020
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Experimentelle Teilchenphysik (ETP)
Publikationstyp Hochschulschrift
Publikationsdatum 20.10.2020
Sprache Englisch
Identifikator KITopen-ID: 1000124390
Verlag Karlsruher Institut für Technologie (KIT)
Umfang 182 S.
Art der Arbeit Dissertation
Fakultät Fakultät für Physik (PHYSIK)
Institut Institut für Experimentelle Teilchenphysik (ETP)
Prüfungsdatum 10.07.2020
Schlagwörter Coordinated Distributed Caching, Jet Energy Scale, Jet Momentum Resolution, Jet Calibration, Distributed Computing
Referent/Betreuer Quast, G.
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