Designing Distributed Systems

Brendan Burns

ISBN 10: 1098156358 / ISBN 13: 9781098156350

Editore: O'reilly Media Jan 2025, 2025

Neuware -Every distributed system strives for reliability, performance, and quality, but building such a system is hard. Establishing a set of design patterns enables software developers and system architects to use a common language to describe their systems and learn from the patterns and practices developed by others. The popularity of containers and Kubernetes paves the way for core distributed system patterns and reusable containerized components. This practical guide presents a collection of repeatable, generic patterns to help guide the systems you build using common patterns and practices drawn from some of the highest performing distributed systems in use today. These common patterns make the systems you build far more approachable and efficient, even if you've never built a distributed system before. Author Brendan Burns demonstrates how you can adapt existing software design patterns for designing and building reliable distributed applications. Systems engineers and application developers will learn how these long-established patterns provide a common language and framework for dramatically increasing the quality of your system. This fully updated second edition includes new chapters on AI inference, AI training, and building robust systems for the real world. - Understand how patterns and reusable components enable the rapid development of reliable distributed systems - Use the sidecar, adapter, and ambassador patterns to split your application into a group of containers on a single machine - Explore loosely coupled multinode distributed patterns for replication, scaling, and communication between components - Learn distributed system patterns for large-scale batch data processing covering work queues, event-based processing, and coordinated workflows 220 pp. Englisch. Codice articolo 9781098156350

Riassunto:

Every distributed system strives for reliability, performance, and quality, but building such a system is hard. Establishing a set of design patterns enables software developers and system architects to use a common language to describe their systems and learn from the patterns and practices developed by others.

The popularity of containers and Kubernetes paves the way for core distributed system patterns and reusable containerized components. This practical guide presents a collection of repeatable, generic patterns to help guide the systems you build using common patterns and practices drawn from some of the highest performing distributed systems in use today. These common patterns make the systems you build far more approachable and efficient, even if you've never built a distributed system before.

Author Brendan Burns demonstrates how you can adapt existing software design patterns for designing and building reliable distributed applications. Systems engineers and application developers will learn how these long-established patterns provide a common language and framework for dramatically increasing the quality of your system.

This fully updated second edition includes new chapters on AI inference, AI training, and building robust systems for the real world.

• Understand how patterns and reusable components enable the rapid development of reliable distributed systems
• Use the sidecar, adapter, and ambassador patterns to split your application into a group of containers on a single machine
• Explore loosely coupled multinode distributed patterns for replication, scaling, and communication between components
• Learn distributed system patterns for large-scale batch data processing covering work queues, event-based processing, and coordinated workflows

Informazioni sull'autore: Brendan Burns is Corporate Vice President at Microsoft responsible for Azure management and governance, Azure Arc, Kubernetes on Azure, Linux on Azure and PowerShell. Prior to Microsoft he worked at Google in the Google Cloud Platform, where he co-founded the Kubernetes project and helped build APIs like Deployment Manager and Cloud DNS. Before working on cloud, he worked on Google's web-search infrastructure, with a focus on low-latency indexing. He has a PhD in Computer Science from the University of Massachusetts Amherst with a specialty in Robotics. He lives in Seattle with his wife Robin Sanders, their two children and a cat Mrs. Paws, who rules over their household with an iron paw.

Dati bibliografici

Titolo: Designing Distributed Systems
Casa editrice: O'reilly Media Jan 2025
Data di pubblicazione: 2025
Legatura: Taschenbuch
Condizione: Neu
Edizione: seconda edizione