May 1, 2024
Updated July 6, 2025
12 minute read
Performance Monitoring is the process of collecting, analyzing, and reporting metrics about the performance of a system. This information can be used to identify performance bottlenecks and improve the efficiency of the system. Performance Monitoring is a critical part of maintaining a healthy and reliable system, as it allows administrators to detect and fix performance issues before they cause problems for users.
Why Learn Performance Monitoring?
There are many reasons why you might want to learn Performance Monitoring. Here are a few:
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Find a path to becoming a Performance Monitoring. Learn more at:
OpenCourser.com/topic/1prdrp/performance
Reading list
We've selected 25 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Performance Monitoring.
Comprehensive handbook that covers all aspects of performance monitoring, from the basics to advanced topics. It is an excellent reference for anyone who is serious about learning about performance monitoring.
A deep dive into system performance analysis and tuning for Linux and other Unix-like systems. Authored by a leading expert, this book is invaluable for understanding the technical underpacing of performance monitoring at the operating system level. It's a comprehensive reference for professionals. The 2nd edition was published in 2020, making it a recent and highly relevant resource.
Authored by the Google SRE team, this book foundational text for understanding Site Reliability Engineering principles, which are closely tied to performance monitoring in large-scale systems. It provides a broad overview of SRE practices, including monitoring distributed systems. It's a must-read for anyone interested in the operational aspects of performance. Published in 2016, its concepts are seminal in the field.
Key resource for understanding and implementing observability, a practice that goes beyond traditional monitoring to enable better debugging and understanding of complex systems in production. It's essential for those looking to adopt contemporary approaches to performance monitoring. Published in 2020, it's a recent and highly relevant book.
A companion to 'Site Reliability Engineering,' this workbook provides practical implementation details for SRE practices. It's valuable for deepening understanding through hands-on application of concepts like error budgets, SLOs, and monitoring. It's an excellent resource for those looking to apply SRE principles in their work. Published in 2018, it complements the theoretical concepts of its predecessor.
Provides a hands-on introduction to Prometheus, a popular metrics-based monitoring system. It covers setup, configuration, and usage for infrastructure and application monitoring. It's particularly relevant for those working with modern monitoring tools and helps solidify understanding through practical examples. The 2nd edition was published in 2023, covering contemporary practices.
Offers a pragmatic and tool-agnostic approach to monitoring, focusing on practical strategies for improving existing monitoring systems. It's particularly useful for those seeking actionable advice and real-world solutions to common monitoring challenges. It helps solidify understanding through practical application. Published in 2017, its core strategies are still applicable.
Delves into advanced SRE practices related to achieving high performance, including automation, error budgeting, and managing SLOs/SLAs. It's suitable for those looking to deepen their understanding of SRE's role in performance. Published recently in 2024, it covers contemporary topics in SRE and performance.
Explores the concept of observability in distributed systems, a contemporary evolution of traditional monitoring. It's crucial for understanding how to gain insights into complex, modern architectures. It adds significant depth to the topic of performance monitoring in distributed environments. Published in 2018, it addresses the challenges of monitoring microservices and cloud-native applications.
Focuses on effective strategies for monitoring and alerting in web operations and distributed systems. It provides a data-driven approach to identifying and responding to issues, crucial for maintaining high availability. It helps solidify understanding of practical monitoring implementation. Published in 2015, its principles on alerting and monitoring remain relevant.
An excerpt from the 'Site Reliability Engineering' book, this focuses specifically on monitoring distributed systems. It provides best practices for building effective monitoring and alerting systems in complex environments. It's useful for gaining a deeper understanding of monitoring in modern architectures. Published in 2016, it addresses challenges relevant to cloud and microservices.
Provides a comprehensive overview of monitoring concepts and practices, covering various tools and theoretical foundations. It's an excellent resource for gaining a broad understanding of the topic, suitable for beginners and those looking to solidify their knowledge. While published in 2018, its principles remain highly relevant in modern monitoring environments. It can serve as a valuable reference.
Must-read for anyone involved in monitoring and tuning MySQL databases. It provides in-depth knowledge of database performance, a key component of overall system performance. It's a valuable reference for database professionals. The 3rd edition was published in 2012, and while specific to MySQL, the database tuning principles are broadly applicable.
While not solely focused on monitoring, this book provides essential knowledge about building reliable and scalable data systems, which directly impacts performance and monitorability. Understanding these concepts is crucial for effective performance monitoring in data-intensive applications. Published in 2017, it's a highly regarded book in the field of distributed systems.
Provides practical insights and techniques for performance testing applications, a crucial aspect of performance monitoring. It covers strategy, design, and tools for testing mission-critical applications. It's valuable for understanding how to proactively identify performance issues. The 2nd edition was published in 2014, offering foundational knowledge in application performance testing.
Explains SQL performance from a developer's perspective, covering fundamental concepts that impact query performance. It's database-agnostic and valuable for anyone writing SQL queries who wants to understand how to optimize them. Understanding SQL performance is key to database monitoring. Published in 2012, its principles are still highly relevant.
Offers a broad and deep understanding of database tuning principles, applicable across various database systems. It focuses on fundamental concepts and troubleshooting techniques. While published in 2002, the core principles of database performance tuning are timeless and provide a solid foundation.
Outlines best practices for implementing and utilizing Application Performance Management (APM) technologies. It covers the process from planning to successful utilization, focusing on a metrics-based approach. It's a useful guide for professionals setting up or improving APM practices. Published in 2010, the core principles of APM implementation remain relevant.
Focuses on performance tuning for Linux servers, covering how to find bottlenecks, measure performance, and identify optimizations. It's directly relevant to monitoring Linux system performance. Published in 2005, some tools and specific examples may be dated, but the fundamental principles of Linux performance tuning are still valuable.
Focused on optimizing web performance from a networking perspective, this book is valuable for understanding how network factors impact the perceived performance of web applications. It covers protocols and techniques relevant to front-end performance monitoring. Published in 2013, its insights into networking fundamentals are still applicable.
Focused on using Graphite for monitoring, this book valuable resource for those utilizing this specific time-series database and visualization tool. It provides in-depth knowledge of Graphite's architecture and usage. While focused on a specific tool and published in 2014, it offers a solid understanding of working with time-series data for performance monitoring.
Is about advanced technical topics related to Nagios, an open-source monitoring system. This book is relevant to only a small segment of Performance Monitoring, that being users of this software tool.
Is about advanced technical topics related to Prometheus, an open-source monitoring system. This book is relevant to only a small segment of Performance Monitoring, that being users of this software tool.
Covers various aspects of web performance, including optimization techniques and measurement. It's relevant for monitoring the performance of web applications and understanding the factors that impact user experience. Published in 2011, some specific techniques may be dated, but the core principles of web performance remain valuable.
For more information about how these books relate to this course, visit:
OpenCourser.com/topic/1prdrp/performance
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