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Algorithms & Machine Learning IT Operations for the Next Ten Years Dominic Wellington Chief Evangelist | @dwellington

IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

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Page 1: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Algorithms & Machine Learning

IT Operations for the Next Ten Years

Dominic Wellington – Chief Evangelist | @dwellington

Page 2: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

2IT used to look like this

Page 3: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Now IT looks like THIS!

Page 4: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction
Page 5: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Application PerformanceMonitoring

Log Tools

Network Monitoring

ServerMonitoring

SIEMBizData

Page 6: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

That face customers

make when IT is

down

Page 7: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Human Brain Has Limits

Alert to TicketOverload

95% of tickets are not actionable

ProductionEnvironments

Billions of metrics,events and alerts

per day

Human Brain

Limited to 7-9 itemsfor ~10-15 seconds

Page 8: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Algorithmic IT Operations (AIOps) by Gartner

▪ Proactive insight

▪ Intelligent notification

▪ Intelligent collaboration

▪ Workflow automation

▪ Causal analysis

▪ Decision support

Ref: Innovation Insight for Algorithmic IT Operations Platforms by Gartner 2016

Page 9: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Founded 2012

Why Moogsoft?

Domain Expertise

Analyst Recognition

Page 10: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

How do you do that?

Page 11: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Grap

hE

ntr

op

y

Tim

e

Occu

rren

ce

Wh

itelisti

ng

Bla

ckli

sti

ng

En

tro

py

Netw

ork

Pro

xim

ity

Textu

al

Sim

ilarit

y

So

ft

Fu

zzy

Matc

hin

g

Dynatrace

Splunk

Solarwinds

Zabbix

VMware

ACE

StreamingEvents Situations

MonitoringTools

Lightweight ACE definitions route data to

algorithms

Firewall Incident31/03/2017 08:42:13CRM, Website and Order Services Impacted

Database Incident01/04/2017 15:13:22BI Service Impacted

Storage Incident02/04/2017 21:47:09Payment Service Impacted

Real-Time AlgorithmsDetect Features as Clusters of Events

Algorithmic Clustering Engine (ACE)

Page 12: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Moogsoft AIOps Benefits

Detect 4-9 hours earlierthan legacy IBM Netcool

34% reduction inincident tickets

Reduce Noise

66% reduction in customer reported

incidents

75% reduction inrepeat incidents

Reduce Time Reduce Costs

75% reduction inoperational noise

43% ReductionIn MTTR

Page 13: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

What Can Moogsoft AIOpsDo For YOU?

Enable DevOps / Agile / CI-CD

Minimise Service Disruption

Retain Staff Knowledge

Minimise Operations Costs

Page 14: IT Operations for the Next Ten Years - amasol AG · Proactive insight Intelligent notification Intelligent collaboration Workflow automation ... than legacy IBM Netcool 34% reduction

Thank You!

www.moogsoft.com

@moogsoft