{"product_id":"scaling-python-with-ray-adventures-in-cloud-and-serverless-patterns-9781098118808","title":"Scaling Python with Ray: Adventures in Cloud and Serverless Patterns","description":"Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.\u003cbr\u003e \u003cbr\u003e In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you.\u003cbr\u003e \u003cbr\u003e Written by experienced software architecture practitioners, \u003cem\u003eScaling Python with Ray\u003c\/em\u003e is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness. This book covers distributed processing (the pure Python implementation of serverless) and shows you how to: \u003cul\u003e \u003cli\u003eImplement stateful applications with Ray actors\u003c\/li\u003e \u003cli\u003eBuild workflow management in Ray\u003c\/li\u003e \u003cli\u003eUse Ray as a unified platform for batch and streaming\u003c\/li\u003e \u003cli\u003eImplement advanced data processing with Ray\u003c\/li\u003e \u003cli\u003eBuild microservices with Ray\u003c\/li\u003e \u003cli\u003eImplement reliable Ray applications\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/10\/2023\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098118808\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 250","brand":"Holden Karau, Boris Lublinsky","offers":[{"title":"Default Title","offer_id":42506168565941,"sku":"9781098118808","price":56.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_07b6794b-c8bb-4e31-b73a-efd097da8e93.jpg?v=1668526165","url":"https:\/\/pastforward.org\/products\/scaling-python-with-ray-adventures-in-cloud-and-serverless-patterns-9781098118808","provider":"Past Forward","version":"1.0","type":"link"}