IBM Systems Magazine, Mainframe - May/June 2017 - 14

R&D

COGNITIVE Conditioning
How IBM researchers use machine learning to make storage smarter

W

ith the goal of helping us learn more about the universe, IBM and the
Netherlands Institute for Radio Astronomy (ASTRON) are collaborating on
the IT roadmap behind the Square Kilometre Array (SKA), which will be
the largest radio telescope in the world (bit.ly/2iywTpL).

Jim Utsler
is a senior writer
for IBM Systems
Magazine and has
been covering
technology for
more than
20 years.

As part of this effort, called the
DOME project, IBM developed
a pizza-box-sized data center
that uses a fraction of the energy
required by a typical data center
to lower SKA computing costs
(bit.ly/2jWgHut). Now, IBM
is working on the best way to
access and analyze the petabytes
of data the SKA will gather daily.
IBM Systems Magazine sat
down with Vinodh Venkatesan
and Giovanni Cherubini, IBM

14 // MAY/JUNE 2017 ibmsystemsmag.com

data storage scientists, who
explain why the best way likely
involves cognitive storage.
Inspired by the human brain,
cognitive storage uses a combination of both data popularity and
value. This means users can teach
storage systems what to remember and what to forget, which can
significantly lower storage costs,
whether cognitive storage is used
to scan the universe or track customer behavior.

IBM Systems Magazine (ISM):
How is the DOME project
related to cognitive storage?
Vinodh Venkatesan (VV): Our
DOME project partner, ASTRON,
is part of a consortium that's
designing and building the SKA.
When it's finished by 2024, one
of the main challenges will be the
amount of data ASTRON is planning to collect-close to a petabyte a day. At these data ingestion
rates, the storage system cost


http://www.bit.ly/2iywTpL http://www.bit.ly/2jWgHut http://www.ibmsystemsmag.com

Table of Contents for the Digital Edition of IBM Systems Magazine, Mainframe - May/June 2017

Table of Contents
Editor's Desk: Blockchain's Assets
IBM Perspective: The Foundation for Trust in Blockchains
Infographic: Securing Your Blockchian: The details that matter
Techbits: Spurring Economic Growth in Africa
Partner PoV: Current Demand: Modernize environment and applications to stay competitive
R&D: Cognitive Conditioning: How IBM researchers use machine learning to make storage smarter
Cover Story: The Business of Blockchain: The ledger technology is set to streamline markets and transform industries
Feature: Added Security: IBM delivers additional protection for blockchain
Feature: Shared Information: Blockchain works with systems of record to integrate data
TECH Showcase: To Serve and Protect: IBM Lab Services for z Systems and LinuxONE helps clients stay vigilant against data hackers
Administrator: Logical Process: IBM CICS asynchronous API allows for more natural program creation
Solutions: Mainframe Operations Intelligence, CA Technologies; GIT for IBM z/OS, Rocket Software; SMA_RT Software V3.3.005, Type80 Security Software Inc.; Topaz for Total Test, Compuware Corporation
Stop Run: From Military to Mainframe: McLaughlin defies the odds with determination and hard work
Reference Point - Global Events, Education, Resources for Mainframe
2017 Mainframe Solutions Edition
IBM Systems Magazine, Mainframe - May/June 2017 - Intro
IBM Systems Magazine, Mainframe - May/June 2017 - Cover1
IBM Systems Magazine, Mainframe - May/June 2017 - Cover2
IBM Systems Magazine, Mainframe - May/June 2017 - 1
IBM Systems Magazine, Mainframe - May/June 2017 - Table of Contents
IBM Systems Magazine, Mainframe - May/June 2017 - 3
IBM Systems Magazine, Mainframe - May/June 2017 - 4
IBM Systems Magazine, Mainframe - May/June 2017 - 5
IBM Systems Magazine, Mainframe - May/June 2017 - Editor's Desk: Blockchain's Assets
IBM Systems Magazine, Mainframe - May/June 2017 - 7
IBM Systems Magazine, Mainframe - May/June 2017 - IBM Perspective: The Foundation for Trust in Blockchains
IBM Systems Magazine, Mainframe - May/June 2017 - Infographic: Securing Your Blockchian: The details that matter
IBM Systems Magazine, Mainframe - May/June 2017 - Techbits: Spurring Economic Growth in Africa
IBM Systems Magazine, Mainframe - May/June 2017 - 11
IBM Systems Magazine, Mainframe - May/June 2017 - Partner PoV: Current Demand: Modernize environment and applications to stay competitive
IBM Systems Magazine, Mainframe - May/June 2017 - 13
IBM Systems Magazine, Mainframe - May/June 2017 - R&D: Cognitive Conditioning: How IBM researchers use machine learning to make storage smarter
IBM Systems Magazine, Mainframe - May/June 2017 - 15
IBM Systems Magazine, Mainframe - May/June 2017 - 16
IBM Systems Magazine, Mainframe - May/June 2017 - 17
IBM Systems Magazine, Mainframe - May/June 2017 - Cover Story: The Business of Blockchain: The ledger technology is set to streamline markets and transform industries
IBM Systems Magazine, Mainframe - May/June 2017 - 19
IBM Systems Magazine, Mainframe - May/June 2017 - 20
IBM Systems Magazine, Mainframe - May/June 2017 - 21
IBM Systems Magazine, Mainframe - May/June 2017 - 22
IBM Systems Magazine, Mainframe - May/June 2017 - 23
IBM Systems Magazine, Mainframe - May/June 2017 - 24
IBM Systems Magazine, Mainframe - May/June 2017 - 25
IBM Systems Magazine, Mainframe - May/June 2017 - 26
IBM Systems Magazine, Mainframe - May/June 2017 - Feature: Added Security: IBM delivers additional protection for blockchain
IBM Systems Magazine, Mainframe - May/June 2017 - 28
IBM Systems Magazine, Mainframe - May/June 2017 - 29
IBM Systems Magazine, Mainframe - May/June 2017 - 30
IBM Systems Magazine, Mainframe - May/June 2017 - 31
IBM Systems Magazine, Mainframe - May/June 2017 - Feature: Shared Information: Blockchain works with systems of record to integrate data
IBM Systems Magazine, Mainframe - May/June 2017 - 33
IBM Systems Magazine, Mainframe - May/June 2017 - 34
IBM Systems Magazine, Mainframe - May/June 2017 - 35
IBM Systems Magazine, Mainframe - May/June 2017 - 36
IBM Systems Magazine, Mainframe - May/June 2017 - TECH Showcase: To Serve and Protect: IBM Lab Services for z Systems and LinuxONE helps clients stay vigilant against data hackers
IBM Systems Magazine, Mainframe - May/June 2017 - 38
IBM Systems Magazine, Mainframe - May/June 2017 - 39
IBM Systems Magazine, Mainframe - May/June 2017 - 40
IBM Systems Magazine, Mainframe - May/June 2017 - 41
IBM Systems Magazine, Mainframe - May/June 2017 - 42
IBM Systems Magazine, Mainframe - May/June 2017 - 43
IBM Systems Magazine, Mainframe - May/June 2017 - Administrator: Logical Process: IBM CICS asynchronous API allows for more natural program creation
IBM Systems Magazine, Mainframe - May/June 2017 - 45
IBM Systems Magazine, Mainframe - May/June 2017 - Solutions: Mainframe Operations Intelligence, CA Technologies; GIT for IBM z/OS, Rocket Software; SMA_RT Software V3.3.005, Type80 Security Software Inc.; Topaz for Total Test, Compuware Corporation
IBM Systems Magazine, Mainframe - May/June 2017 - 47
IBM Systems Magazine, Mainframe - May/June 2017 - Stop Run: From Military to Mainframe: McLaughlin defies the odds with determination and hard work
IBM Systems Magazine, Mainframe - May/June 2017 - Cover3
IBM Systems Magazine, Mainframe - May/June 2017 - Cover4
IBM Systems Magazine, Mainframe - May/June 2017 - Reference Point - Global Events, Education, Resources for Mainframe
IBM Systems Magazine, Mainframe - May/June 2017 - 2017 Mainframe Solutions Edition
IBM Systems Magazine, Mainframe - May/June 2017 - SE2
IBM Systems Magazine, Mainframe - May/June 2017 - SE3
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