{"product_id":"python-concurrency-and-parallelism-threads-asyncio-and-multiprocessing-from-basic-concepts-to-advance-optimization-leveraging-multi-core-processo-9798288428715","title":"Python Concurrency and Parallelism: Threads, Asyncio, and Multiprocessing: From Basic Concepts to Advance Optimization: Leveraging Multi-Core Processo","description":"\u003cp\u003e • Author(s): Pythquill Publishing\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming - General\u003c\/p\u003e\u003cp\u003eWhat You Will Learn in This Book\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eMaster the core principles of concurrency and parallelism\u003c\/b\u003e to write more efficient and responsive Python applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUnderstand Python's Global Interpreter Lock (GIL)\u003c\/b\u003e and learn effective strategies to work with or around its limitations.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplement threading effectively\u003c\/b\u003e for I\/O-bound tasks, including advanced synchronization techniques and thread pool management.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDevelop asynchronous applications with Asyncio\u003c\/b\u003e, leveraging coroutines, event loops, and non-blocking I\/O for high-performance network programming.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUtilize the multiprocessing module\u003c\/b\u003e to achieve true parallel execution, bypass the GIL, and leverage multiple CPU cores.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eFacilitate inter-process communication (IPC)\u003c\/b\u003e using various methods like pipes, queues, and shared memory.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eOptimize CPU-bound tasks\u003c\/b\u003e by distributing work across multiple processes using process pools.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMake informed decisions\u003c\/b\u003e on when to use threading, Asyncio, or multiprocessing based on your application's requirements.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDesign and implement hybrid concurrency models\u003c\/b\u003e by combining different approaches for optimal performance.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eApply essential debugging and testing strategies\u003c\/b\u003e specific to concurrent and parallel Python code.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eProfile and optimize your concurrent applications\u003c\/b\u003e to identify bottlenecks and enhance performance.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eExplore real-world case studies\u003c\/b\u003e demonstrating practical applications of concurrency and parallelism in various scenarios.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eRecognize and apply common design patterns\u003c\/b\u003e for building robust concurrent and parallel systems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eStay informed about emerging trends\u003c\/b\u003e and the future of concurrency in Python.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47577073647767,"sku":"9798288428715","price":1777.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798288428715.webp?v=1774902480","url":"https:\/\/atlanticbooks.com\/products\/python-concurrency-and-parallelism-threads-asyncio-and-multiprocessing-from-basic-concepts-to-advance-optimization-leveraging-multi-core-processo-9798288428715","provider":"Atlantic Books","version":"1.0","type":"link"}