Enterprise DevOps for Architects: Leverage AIOps and DevSecOps for secure digital transformation

Cover
Title Page
Copyright and Credits
Contributors
Table of Contents
Preface
Section 1: Architecting DevOps for Enterprises
Chapter 1: Defining the Reference Architecture for Enterprise DevOps
	Introducing DevOps in IT delivery
		Understanding IT delivery in enterprises
		IT delivery in sourcing models
	Creating a reference architecture
		Understanding the DevOps principles
		Working with the DevOps architecture reference model
	Introducing DevOps components
	Understanding SLAs and KPIs in DevOps
	Working with the VOICE model
	Summary
	Questions
	Further reading
Chapter 2: Managing DevOps from Architecture
	Assessing demand as input for the architecture
	Designing and managing automation
		Understanding pipeline components
		Choosing the DevOps automation toolset
	Implementing and managing configuration management
	Designing and managing integration
		Understanding the promotion path
	Designing and managing collaboration
	Summary
	Questions
	Further reading
Chapter 3: Architecting for DevOps Quality
	Defining test strategies
		Understanding types of tests
	Implementing quality measures
		Defining acceptance criteria
		Defining the Definition of Ready and Definition of Done
	Designing test automation and execution
		Understanding the principles of continuous testing
	Understanding root cause analysis
	Designing for remediation
	Summary
	Questions
	Further reading
Chapter 4: Scaling DevOps
	Understanding modern DevOps
		Introducing and understanding app modernization
	Working with RAD
	Scaling infrastructure with DevOps
		Scaling with containers
	Scaling DevOps in an enterprise environment
		Scaling using a CoE
	Managing mission-critical environments with DevOps
	Summary
	Questions
	Further reading
Chapter 5: Architecting Next-Level DevOps with SRE
	Understanding the basic principles of SRE
	Assessing the enterprise for SRE readiness
		Redefining risk management
		Redefining governance
	Architecting SRE using KPIs
	Implementing SRE
	Summary
	Questions
	Further reading
Section 2: Creating the Shift Left with AIOps
Chapter 6: Defining Operations in Architecture
	Understanding operations management
	Defining operations in an enterprise architecture
	Defining the digital operating demarcation model
	Understanding ops in an event-driven architecture
	Planning operations with a maturity model
	Summary
	Questions
	Further reading
Chapter 7: Understanding the Impact of AI on DevOps
	Introducing AI and ML
	Understanding the shift-left movement in DevOps
	Defining the first step – DevOps as a service
	Creating the IT asset visibility map
	Measuring the business outcomes of AIOps
	Summary
	Questions
	Further reading
Chapter 8: Architecting AIOps
	Understanding the logical architecture
	Defining the key components of AIOps architecture
	Integrating AIOps with service architecture
		Monitoring
		Problem management
		Configuration management
		Change management
		Big data in AIOps
	Defining the reference architecture for AIOps
		Successfully implementing AIOps
		Avoiding pitfalls in AIOps
		Popular tools in AIOps
	Summary
	Questions
	Further reading
Chapter 9: Integrating AIOps in DevOps
	Introducing AI-enabled DevOps
	Enabling rapid innovation in digital transformation
	Monitoring pipelines with AIOps
		Introducing Kubeflow by Google
		Introducing CodeGuru by AWS
		Introducing MLOps in Azure
	Assessing the enterprise readiness of AI-enabled DevOps
	Summary
	Questions
	Further reading
Chapter 10: Making the Final Step to NoOps
	Understanding the paradigm shift to NoOps
	Understanding the role of AI in NoOps
	Creating an architecture for heuristic automation
	Defining the roadmap to NoOps
	Summary
	Questions
	Further reading
Section 3: Bridging Security with DevSecOps
Chapter 11: Understanding Security in DevOps
	Embedding security in enterprise architecture
	Understanding security risks in DevOps
	Getting DevSecOps-savvy
		Starting points for DevSecOps
		DevSecOps using containers
	Defining requirements and metrics
		Business goals
		Business attributes
		Risks
		Controls
	Summary
	Questions
	Further reading
Chapter 12: Architecting for DevSecOps
	Understanding the DevSecOps ecosystem
	Creating the reference architecture
	Composing the DevSecOps pipeline
		Using secured containers in the pipeline
		Applying secrets management
	Applying DevSecOps to AWS, Azure, and GCP
		Working with DevSecOps in AWS CodePipeline
		Working with DevSecOps using GitHub and Azure services
		Working with DevSecOps in Google Cloud using Anthos and JFrog
		Planning for deployment
	Summary
	Questions
	Further reading
Chapter 13: Working with DevSecOps Using Industry Security Frameworks
	Understanding industry security frameworks
	Working with the MITRE ATT&CK framework
		Using MITRE ATT&CK tactics for containers
	Applying frameworks to DevSecOps
	Creating compliance reports and guiding audits
	Summary
	Questions
	Further reading
Chapter 14: Integrating DevSecOps with DevOps
	Defining governance in DevSecOps
	Understanding and working with threat modeling
	Integrating tools and automation
		Integrating Static Application Security Testing
		Integrating Dynamic Application Security Testing
		Integrating using CircleCI orbs
	Implementing monitoring
	Summary
	Questions
	Further reading
Chapter 15: Implementing Zero Trust Architecture
	Understanding zero trust principles
	Architecting for zero trust security
	Including microservices in architecture
		Understanding and applying a service mesh
	Integrating zero trust in pipelines
	Summary
	Questions
	Further reading
Assessments
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Index