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