Evidence Based Big Data Benchmarking to Improve Business Performance
DataBench Framework
Dr. Arne J. Berre, SINTEF
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DataBench projectstructure
BDVA Reference Model as a foundation for the DataBench Framework
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WP1 Deliverables - in extended BDVA Model
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D1.1 Industry Requirements and sector specific specifications and KPIs (M12)
DataBench Framework –with Vertical Big Data type benchmarks (M18)
Horizontal Benchmarks –Analytics and Processing(M24)
Horizontal Benchmarks –Data Management(M24)
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Top Level Generic Big Data Pipeline
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Including model training
Data driven AI Pipeline
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Data Acquisition/Collection
Data Preparation
Data Analytics
Data Visualisationand User Interaction
Data Platform
Ref. AI, Data,RoboticsSRIDA
DataBench Framework Matrix
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SelectionofBenchmarksInDataBenchToolbox
Big Data and AI Benchmarking Communities
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• MLPerf - https://mlperf.org/• AI Bench - http://www.benchcouncil.org/AIBench/index.html• …
DataBench Project - GA Nr 780966