Introduction to asyncio for Asynchronous ML Operations
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asyncio - Asynchronous I/O, event loop, coroutines and tasks, Python core developers, 2025 (Python Software Foundation) - The official reference for Python's asyncio library, providing detailed API specifications, conceptual explanations, and examples of asynchronous programming.
Fluent Python: Clear, Concise, and Effective Programming, Luciano Ramalho, 2022 (O'Reilly Media) - Offers a thorough exploration of Python's concurrency models, including the evolution and application of asyncio from fundamental concepts to advanced patterns.
FastAPI Documentation, Sebastián RamÃrez, 2024 - Provides practical guidance on building high-performance, asynchronous web APIs for applications like ML model serving, extensively utilizing asyncio.
Effective Python: 90 Specific Ways to Write Better Python, Brett Slatkin, 2019 (Addison-Wesley) - Contains specific recommendations on how and when to use asyncio effectively, comparing its strengths and weaknesses relative to threading and multiprocessing.