At the heart of this DataBench webinar is the goal to share a benchmarking process helping European organisations developing Big Data Technologies to reach for excellence and constantly improve their performance, by measuring their technology development activity against parameters of high business relevance. The webinar aims to provide the audience with a framework and tools to assess the performance and impact of Big Data and AI technologies, by providing real insights coming from DataBench. In addition, representatives from other projects part of the BDV PPP such as DeepHealth and They-Buy-for-You will participate to share the challenges and opportunities they have identified on the use of Big Data, Analytics, AI. The perspective of other projects that also have looked into benchmarking, such as Track&Now and I-BiDaaS will be introduced.

1. Evidence Based Big Data Benchmarking to Improve Business Performance
DataBench Framework
Dr. Arne J. Berre, SINTEF

2. 7/8/2020 DataBench Project - GA Nr 780966 2
DataBench project
structure

3. BDVA Reference Model as a
foundation for the DataBench Framework
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4. 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)

5. 7/8/2020 DataBench Project - GA Nr 780966 5

6. Top Level Generic Big Data Pipeline
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Including model training

7. Data driven AI Pipeline
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Data Acquisition/Collection
Data Preparation
Data Analytics
Data Visualisation
and User Interaction
Data Platform
Ref. AI, Data,
Robotics
SRIDA

8. DataBench Framework Matrix
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Selection
of
Benchmarks
In
DataBench
Toolbox

9. Big Data and AI Benchmarking Communities
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• MLPerf - https://mlperf.org/
• AI Bench - http://www.benchcouncil.org/AIBench/index.html
• …

10. DataBench Project - GA Nr 780966