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- Latency: Reduce delay in software systems
Latency: Reduce delay in software systems
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A must read for anyone working on latency sensitive projects.
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- Practical techniques for delivering low latency software.From first principles to production-ready code, Latency teaches you how to make your software faster at every layer of the stack. You’ll learn what latency really is, how it differs from bandwidth, and why it matters for user experience. Then, guided by practical examples, you’ll apply Little’s Law, design lock-free algorithms, and architect caching systems that scale. You’ll discover how your code runs differently on distributed systems, databases, and operating systems, and understand the common latency-causing issues in each situation.In Latency you’ll learn how to:Define latency, distinguish it from bandwidth, and understand its impact on user experienceModel performance with Little’s Law and Amdahl’s Law, then measure and visualize delaysOptimize data access with colocation, replication, partitioning, and cachingAccelerate logic with algorithmic improvements, memory tuning, and lock-free concurrencyMinimize delays with asynchronous processing, predictive techniques, and speculative executionPut simply, latency is the delay between a cause and effect. In practice, too much latency can create problems throughout a software system, ranging from inaccurate calculations and timeouts to impatient users simply abandoning your applications. Latency issues can be challenging to avoid and troubleshoot. This book balances theory with practical implementations, turning academic research into useful techniques you can apply to your projects.About the technologyFrom lost microseconds routing server messages to page loads that keep users waiting, latency can kill good software. This one-of-a-kind book shows you how to spot, understand, and fix unwanted latency in your applications and infrastructure.About the bookLatency: Reduce delay in software systems shows you how to troubleshoot latency in existing applications and create low latency systems from the ground up. In it, you’ll discover high-impact fixes for measuring latency and advanced optimizations in memory management, concurrency models, and predictive execution. The tips and tricks, hands-on projects, and personal insights make this book as enjoyable as it is practical.What's insideHow to model and measure latencyOrganizing application data for low latencyAccelerating your codeHiding latencyAbout the readerFor software engineers with a working knowledge of backends. Examples in Rust.About the authorPekka Enberg has experience in operating systems, databases, and distributed systems, having worked on the Linux kernel and the Scylla and Turso databases.Table of ContentsPart 11 Introduction2 Modeling and measuring latencyPart 23 Colocation4 Replication5 Partitioning6 CachingPart 37 Eliminating work8 Wait-free synchronization9 Exploiting concurrencyPart 410 Asynchronous processing11 Predictive techniquesA Further reading
| Publisher | Manning |
| Publication date | November 25, 2025 |
| Language | English |
| Print length | 264 pages |
| ISBN-10 | 1633438082 |
| ISBN-13 | 978-1633438088 |
| Item Weight | 14.8 ounces (419.58 grams) |
| Dimensions | 7.38 x 0.7 x 9.25 inches (18.7 x 1.8 x 23.5 cm) |
Voor wie is dit geschikt?
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Developers
Ideal for software developers aiming to optimize application performance through reduced latency in their systems.
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Network Engineers
Beneficial for network engineers who manage and troubleshoot network latency issues across various infrastructures.
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Cloud Service Providers
Useful for cloud service providers looking to enhance service reliability and customer satisfaction by minimizing response times.
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Small Businesses
May not be suitable for small businesses with limited budget or simple applications that do not require latency optimization.
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Performance Optimization Editorial Review
**** "Latency: Reduce Delay in Software Systems" by Pekka Enberg emerges as a significant contribution to the realm of software engineering, particularly for those engaged in low-latency performance optimization. The book strikes a commendable balance between tactical insights and strategic principles, ensuring that readers not only grasp the practical aspects of low-latency engineering but also understand the foundational laws that govern latency in systems, such as Little’s Law and Amdahl’s Law. Notable is the way Enberg addresses the intricacies of data, compute, and latency hiding, providing a roadmap that serves as a guide for developing high-performance systems. The emphasis he places on measuring latency, particularly "Tail Latency," is pivotal, as it shifts focus from superficial average metrics to more meaningful distributions. This approach is highly relevant for any engineering lead looking to impose rigorous standards in performance assessments. Chapter 2, dedicated to modeling and measuring latency, has been highlighted as particularly valuable. It underscores the importance of understanding latency not just as a single number but as a distribution, equipping teams with the knowledge necessary to avoid blind spots in their performance metrics. Enberg's ability to weave complex topics—ranging from high-level distributed concepts to intricate low-level details—ensures that the content remains coherent and digestible for practitioners. The book employs Rust as a practical tool for demonstrating the principles discussed, emphasizing memory management and concurrency in a way that transcends just language-specific applications. Readers from various backgrounds, including high-frequency trading, will find insights applicable to a broader software and distributed-systems context, even if the book isn't focused solely on their specialized needs. Ultimately, "Latency" goes beyond basic performance tuning to treat latency itself as a critical systems problem. It's a well-structured and informative resource ideal for experienced engineers who aspire to navigate the complexities of latency-driven design and architecture. **
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- Comprehensive coverage of latency as a critical engineering topic.
- Strong emphasis on the importance of measuring and understanding tail latency.
- Well-structured chapters that balance theory with practical applications.
- Effective use of Rust to illustrate complex concepts in memory management and concurrency.
- Valuable insights for both experienced engineers and those dealing with low-latency systems.
Nadelen
- May not cater specifically to readers looking for nanosecond-level tuning or high-frequency trading specifics.
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Kenmerken en voordelen
- Learn practical techniques for optimizing software latency.
- Understand the critical differences between latency and bandwidth.
- Gain insights into modeling performance using Little's and Amdahl’s Laws.
- Discover strategies for optimizing data access and caching.
- Implement lock-free concurrency and asynchronous processing.
- Transform complex latency challenges into actionable solutions.
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