{"product_id":"9781785889691","title":"Distributed Computing with Python","description":"\u003cp\u003e\u003cb\u003eHarness the power of multiple computers using Python through this fastpaced informative guide\u003c\/b\u003e\u003c\/p\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eYou'll learn to write data processing programs in Python that are highly available, reliable, and fault tolerant\u003c\/li\u003e\n\u003cli\u003eMake use of Amazon Web Services along with Python to establish a powerful remote computation system\u003c\/li\u003e\n\u003cli\u003eTrain Python to handle dataintensive and resource hungry applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eThis book is for Python developers who have developed Python programs for data processing and now want to learn how to write fast, efficient programs that perform CPUintensive data processing tasks.\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eGet an introduction to parallel and distributed computing\u003c\/li\u003e\n\u003cli\u003eSee synchronous and asynchronous programming\u003c\/li\u003e\n\u003cli\u003eExplore parallelism in Python\u003c\/li\u003e\n\u003cli\u003eDistributed application with Celery\u003c\/li\u003e\n\u003cli\u003ePython in the Cloud\u003c\/li\u003e\n\u003cli\u003ePython on an HPC cluster\u003c\/li\u003e\n\u003cli\u003eTest and debug distributed applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eCPUintensive data processing tasks have become crucial considering the complexity of the various big data applications that are used today. Reducing the CPU utilization per process is very important to improve the overall speed of applications.\u003c\/p\u003eThis book will teach you how to perform parallel execution of computations by distributing them across multiple processors in a single machine, thus improving the overall performance of a big data processing task. We will cover synchronous and asynchronous models, shared memory and file systems, communication between various processes, synchronization, and more.\u003cb\u003eStyle and Approach\u003c\/b\u003e\u003cp\u003eThis example based, stepbystep guide will show you how to make the best of your hardware configuration using Python for distributing applications.\u003c\/p\u003e","brand":"Packt Publishing, Limited","offers":[{"title":"Default Title","offer_id":47065201017072,"sku":"9781785889691","price":34.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781785889691_p0.jpg?v=1763728452","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781785889691","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}