There are several activities being strategically planned and executed to enhance the resiliency, robustness, and versatility of enterprise, edge, and embedded IT. It is overwhelmingly accepted that the domains of data analytics and machine learning are going to be the key differentiators for corporations in fulfilling the varying expectations of their customers, clients, and consumers. This chapter has described the various post-production data analytics to allow you to gain a deeper understanding of applications, middleware solutions, databases, and IT infrastructures to manage them effectively and efficiently. Machine-learning algorithms enable the formation of self-learning models to predict problems and prescribe the viable solutions to surmount them. Thus, data analytics methods and ML algorithms come in handy in realizing resilient IT. The other important facets include static and dynamic code analyzes to proactively identify bugs in software code to enhance application reliability...
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You're reading from Practical Site Reliability Engineering
Pethuru Raj Chelliah (PhD) works as the chief architect at the Site Reliability Engineering Center of Excellence, Reliance Jio Infocomm Ltd. (RJIL), Bangalore. Previously, he worked as a cloud infrastructure architect at the IBM Global Cloud Center of Excellence, IBM India, Bangalore, for four years. He also had an extended stint as a TOGAF-certified enterprise architecture consultant in Wipro Consulting services division and as a lead architect in the corporate research division of Robert Bosch, Bangalore. He has more than 17 years of IT industry experience.
Read more about Pethuru Raj Chelliah
Shreyash Naithani is currently a site reliability engineer at Microsoft R&D. Prior to Microsoft, he worked with both start-ups and mid-level companies. He completed his PG Diploma from the Centre for Development of Advanced Computing, Bengaluru, India, and is a computer science graduate from Punjab Technical University, India. In a short span of time, he has had the opportunity to work as a DevOps engineer with Python/C#, and as a tools developer, site/service reliability engineer, and Unix system administrator. During his leisure time, he loves to travel and binge watch series.
Read more about Shreyash Naithani
Shailender Singh is a principal site reliability engineer and a solution architect with around 11 year's IT experience who holds two master's degrees in IT and computer application. He has worked as a C developer on the Linux platform. He had exposure to almost all infrastructure technologies from hybrid to cloud-hosted environments. In the past, he has worked with companies including Mckinsey, HP, HCL, Revionics and Avalara and these days he tends to use AWS, K8s, Terraform, Packer, Jenkins, Ansible, and OpenShift.
Read more about Shailender Singh
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Pethuru Raj Chelliah (PhD) works as the chief architect at the Site Reliability Engineering Center of Excellence, Reliance Jio Infocomm Ltd. (RJIL), Bangalore. Previously, he worked as a cloud infrastructure architect at the IBM Global Cloud Center of Excellence, IBM India, Bangalore, for four years. He also had an extended stint as a TOGAF-certified enterprise architecture consultant in Wipro Consulting services division and as a lead architect in the corporate research division of Robert Bosch, Bangalore. He has more than 17 years of IT industry experience.
Read more about Pethuru Raj Chelliah
Shreyash Naithani is currently a site reliability engineer at Microsoft R&D. Prior to Microsoft, he worked with both start-ups and mid-level companies. He completed his PG Diploma from the Centre for Development of Advanced Computing, Bengaluru, India, and is a computer science graduate from Punjab Technical University, India. In a short span of time, he has had the opportunity to work as a DevOps engineer with Python/C#, and as a tools developer, site/service reliability engineer, and Unix system administrator. During his leisure time, he loves to travel and binge watch series.
Read more about Shreyash Naithani
Shailender Singh is a principal site reliability engineer and a solution architect with around 11 year's IT experience who holds two master's degrees in IT and computer application. He has worked as a C developer on the Linux platform. He had exposure to almost all infrastructure technologies from hybrid to cloud-hosted environments. In the past, he has worked with companies including Mckinsey, HP, HCL, Revionics and Avalara and these days he tends to use AWS, K8s, Terraform, Packer, Jenkins, Ansible, and OpenShift.
Read more about Shailender Singh