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iLORE: A Data Schema for Aggregating Disparate Sources of Computer System and Benchmark Information

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dc.contributor.authorHardy, Nicolas Randellen
dc.contributor.committeechairCameron, Kirk W.en
dc.contributor.committeememberEllis, Margaret O.en
dc.contributor.committeememberBack, Godmar V.en
dc.contributor.departmentComputer Scienceen
dc.date.accessioned2021-06-09T08:00:50Zen
dc.date.available2021-06-09T08:00:50Zen
dc.date.issued2021-06-08en
dc.description.abstractThe era of modern computing has been the stage for numerous innovations that have led to cutting edge applications and systems. The characteristics of these systems and applications have been described and quantified by many, however such information is fragmented between various repositories of system and component information. In an effort to collate these disparate collections of information we propose iLORE, an extensible data framework for representing computer systems and their components. We describe the iLORE framework and the pipeline used to aggregate, clean, and insert system and component information into a database that uses iLORE's framework. Additionally, we demonstrate how the database can be used to analyze trends in computing by validating the collected data using previous works, and by showcasing new analyses that were created with said data. Analyses and visualizations created via iLORE are available at csgenome.org.en
dc.description.abstractgeneralThe era of modern computing has been the stage for numerous innovations that have led to cutting edge applications and computer systems. The characteristics of these systems and applications have been described and quantified by many, however such information is fragmented amongst different websites and databases. We propose iLORE, an extensible data framework for representing computer systems and their components. We describe the iLORE framework and the steps taken to create an iLORE database: aggregation, standardization, and insertion. Additionally, we demonstrate how the database can be used to analyze trends in computing by validating the collected data using previous works, and by showcasing new analyses that were created with said data. Analyses and visualizations created via iLORE are available at csgenome.org.en
dc.description.degreeMaster of Scienceen
dc.format.mediumETDen
dc.identifier.othervt_gsexam:30515en
dc.identifier.urihttp://hdl.handle.net/10919/103707en
dc.publisherVirginia Techen
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectCSGenomeen
dc.subjectiLOREen
dc.subjectdata frameworken
dc.subjectcomputer systemsen
dc.subjectdata collectionen
dc.titleiLORE: A Data Schema for Aggregating Disparate Sources of Computer System and Benchmark Informationen
dc.typeThesisen
thesis.degree.disciplineComputer Science and Applicationsen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.levelmastersen
thesis.degree.nameMaster of Scienceen

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