Beyond Compute:
Enabling AI Through System Integration
ENIAC
Calculator
Personal Computer
Cray-1
Laptop Computer
Datacenters
Smart Phone Computer
Consoles Training Datacenters
Training ServerIoT Computer
FSD Computer
Human
Computer
Abacus
Diff Engine
Computing
Input
Data
Useful
Outputs
Processing
Source: Google Images
Projections In 2011
Source : www.statista.com/statistics/871513/worldwide-data-created/
2021 Reality + New Projections
Vol of Data (Zettabytes)
0
50
100
150
200
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
181
147
120
97
79
64.2
41
33
26
18
15.5
12.5
9
6.5
5
2
Big Data - Data Explosion
Corporate Data Type Changes
More than 80% data is unstructured in nature
5,000
2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
2020
0
10,000
15,000
20,000
25,000
30,000
35,000
40,000
45,000
Structured Data
Unstructured Data
Worldwide Corporate Data Growth
Exabytes
80 % of Data Growth is Unstructured
New Types of Processing
Traditional Processing
Products &
Profits from
Data Processing
Source: IDC
Corporate Data Type Changes
More than 80% data is unstructured in nature
5,000
2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
2020
0
10,000
15,000
20,000
25,000
30,000
35,000
40,000
45,000
Structured Data
Unstructured Data
Worldwide Corporate Data Growth
Exabytes
80 % of Data Growth is Unstructured
Machine Learning (ML)/AI
Algorithmic Codes
Products &
Profits from
Data Processing
Source: IDC
Software 2.0
Software 1.0
