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Bringing AIOps to Hybrid Cloud
Monitoring and Management
DigitalTransformation Is a Balancing Act
3
Modern, Hybrid IT: Infrastructure Is Everywhere
4
• Proliferation of Cloud and Cloud
Native Services
• Resource-Centric to
Workload-Centric
• IT Decentralization/DevOps
Escalating Costs
• Business is not waiting for IT
• Sourcing external IT service
providers
• Does IT set the standards
Today, Every Business Unit Is aTechnology Startup
5
But,There’s a Massive Skills Gap In Enterprise IT
IsThisThe Future ofThe Hybrid Enterprise?
7
• Swivel-chair IT Ops
• Point tool sprawl
• Paralysis by analysis
• Administrative silos
• Unprepared IT teams
AIOps Can Be a Competitive Advantage
Auto Remediation
Auto Routing
Alert Suppression
Artificial Intelligence for IT Operations: Predictive Processing on
Historical Big Data for Unified IT Operations and Service Management
8
How is AIOps Currently Being Used?
9
Bringing AIOps
Into Hybrid Environments
10
Phase 1: Lay the Groundwork For A Data-Driven Organization
11
• Establish goals
• Set the desired end-state
• Put the analytical framework in place
• Establish the data science team
Phase 2:Tune the Data Signal
12
• Which workloads matter?
• What services require machine
learning insights?
• Which cloud services make
the most sense?
• Configure your instrumentation
Agents
Gateways
Synthetics
• Define your inference models
13
Phase 3: Rolling OutThe Solution
What insights are most meaningful?
Who acts on those insights?
ITOM
ITSM
How do you drive business impact?
BuildYour Data-Driven Culture
Bringing AIOpsTo Hybrid IT
15
Pre-Migration
• Set Goals
• Establish the
Analytical
Framework
Migration
• Tune the
Algorithms
• Configure the
Instrumentation
• Identify the
Service
Post-Migration
• Establish the
Who, When and
How?
• Drive Business
Impact
• Build the
Data-Driven
Culture
Connect With Us
info.opsramp.com/state-of-aiops
Blog.OpsRamp.com
16
Connecting with OpsRamp
opsramp.com/whatsnew
ThankYou!
OpsRamp.com
#ControlTheChaos

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Bringing AIOps to Hybrid Cloud Monitoring and Management

  • 1. Bringing AIOps to Hybrid Cloud Monitoring and Management
  • 2. DigitalTransformation Is a Balancing Act 3
  • 3. Modern, Hybrid IT: Infrastructure Is Everywhere 4 • Proliferation of Cloud and Cloud Native Services • Resource-Centric to Workload-Centric • IT Decentralization/DevOps Escalating Costs
  • 4. • Business is not waiting for IT • Sourcing external IT service providers • Does IT set the standards Today, Every Business Unit Is aTechnology Startup 5
  • 5. But,There’s a Massive Skills Gap In Enterprise IT
  • 6. IsThisThe Future ofThe Hybrid Enterprise? 7 • Swivel-chair IT Ops • Point tool sprawl • Paralysis by analysis • Administrative silos • Unprepared IT teams
  • 7. AIOps Can Be a Competitive Advantage Auto Remediation Auto Routing Alert Suppression Artificial Intelligence for IT Operations: Predictive Processing on Historical Big Data for Unified IT Operations and Service Management 8
  • 8. How is AIOps Currently Being Used? 9
  • 9. Bringing AIOps Into Hybrid Environments 10
  • 10. Phase 1: Lay the Groundwork For A Data-Driven Organization 11 • Establish goals • Set the desired end-state • Put the analytical framework in place • Establish the data science team
  • 11. Phase 2:Tune the Data Signal 12 • Which workloads matter? • What services require machine learning insights? • Which cloud services make the most sense? • Configure your instrumentation Agents Gateways Synthetics • Define your inference models
  • 12. 13 Phase 3: Rolling OutThe Solution What insights are most meaningful? Who acts on those insights? ITOM ITSM How do you drive business impact? BuildYour Data-Driven Culture
  • 13. Bringing AIOpsTo Hybrid IT 15 Pre-Migration • Set Goals • Establish the Analytical Framework Migration • Tune the Algorithms • Configure the Instrumentation • Identify the Service Post-Migration • Establish the Who, When and How? • Drive Business Impact • Build the Data-Driven Culture