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
7/8/2020 DataBench Project - GA Nr 780966 3

4.
WP1 Deliverables - in extended BDVA Model
7/8/2020 DataBench Project - GA Nr 780966 4
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
7/8/2020 DataBench Project - GA Nr 780966 6
Including model training

7.
Data driven AI Pipeline
7/8/2020 DataBench Project - GA Nr 780966 7
Data Acquisition/Collection
Data Preparation
Data Analytics
Data Visualisation
and User Interaction
Data Platform
Ref. AI, Data,
Robotics
SRIDA

8.
DataBench Framework Matrix
7/8/2020 DataBench Project - GA Nr 780966 8
Selection
of
Benchmarks
In
DataBench
Toolbox

9.
Big Data and AI Benchmarking Communities
7/8/2020 DataBench Project - GA Nr 780966 9
• MLPerf - https://mlperf.org/
• AI Bench - http://www.benchcouncil.org/AIBench/index.html
• …

10.
DataBench Project - GA Nr 780966