{"product_id":"cost-effective-data-pipelines-9781492098645","title":"Cost-Effective Data Pipelines","description":"\u003cp\u003e  • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Warehousing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe low cost of getting started with cloud services can easily evolve into a significant expense down the road. That's challenging for teams developing data pipelines, particularly when rapid changes in technology and workload require a constant cycle of redesign. How do you deliver scalable, highly available products while keeping costs in check? \u003c\/p\u003e\u003cp\u003e With this practical guide, author Sev Leonard provides a holistic approach to designing scalable data pipelines in the cloud. Intermediate data engineers, software developers, and architects will learn how to navigate cost\/performance trade-offs and how to choose and configure compute and storage. You'll also pick up best practices for code development, testing, and monitoring. \u003c\/p\u003e\u003cp\u003e By focusing on the entire design process, you'll be able to deliver cost-effective, high-quality products. This book helps you: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eReduce cloud spend with lower cost cloud service offerings and smart design strategies \u003c\/li\u003e\n\u003cli\u003eMinimize waste without sacrificing performance by rightsizing compute resources \u003c\/li\u003e\n\u003cli\u003eDrive pipeline evolution, head off performance issues, and quickly debug with effective monitoring \u003c\/li\u003e\n\u003cli\u003eSet up development and test environments that minimize cloud service dependencies \u003c\/li\u003e\n\u003cli\u003eCreate data pipeline code bases that are testable and extensible, fostering rapid development and evolution \u003c\/li\u003e\n\u003cli\u003eImprove data quality and pipeline operation through validation and testing \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45029119688855,"sku":"9781492098645","price":4551.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492098645.webp?v=1769198470","url":"https:\/\/atlanticbooks.com\/products\/cost-effective-data-pipelines-9781492098645","provider":"Atlantic Books","version":"1.0","type":"link"}