Parallel Programming with MPI: Definitive Reference for Developers and Engineers
Richard Johnson
чэр 2025 · HiTeX Press
Электронная кніга
250
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Пра гэту электронную кнігу
"Parallel Programming with MPI"
"Parallel Programming with MPI" presents a comprehensive guide for mastering high-performance parallel application development using the Message Passing Interface. From the foundational principles of parallel computing—covering architectural models such as shared versus distributed memory and the essential rationale behind MPI—to deep dives into communicator management, process topologies, and robust workflow strategies, this book equips readers with both critical theoretical grounding and hands-on practical know-how. The text emphasizes scalable, portable program design, detailing installation, environment configuration, and best practices for harnessing the full power of modern compute systems.
With a clear focus on both the core MPI programming model and its most advanced features, the book walks readers through all phases of the development life cycle. Readers gain in-depth knowledge of point-to-point and collective communication primitives, synchronization strategies, efficient parallel I/O, and the subtleties of one-sided communication (RMA). Extensive sections are dedicated to hybrid programming, integrating MPI with shared-memory technologies and accelerators, and managing performance through state-of-the-art debugging, profiling, and benchmarking tools. The coverage of fault tolerance, energy efficiency, and security ensures readiness for building resilient and trustworthy parallel software on next-generation platforms, including cloud and containerized environments.
Real-world expertise is brought to the fore through case studies and distilled best practices drawn from exascale and petascale deployments. The book offers actionable guidance on software architecture, large-scale engineering, and the integration of open-source and industrial MPI ecosystems. Concluding with an exploration of emerging trends, ongoing standardization, and the future of the MPI landscape, "Parallel Programming with MPI" is an indispensable resource for scientists, engineers, and developers seeking to design, implement, and maintain sophisticated, high-performing applications on distributed systems.
"Parallel Programming with MPI" presents a comprehensive guide for mastering high-performance parallel application development using the Message Passing Interface. From the foundational principles of parallel computing—covering architectural models such as shared versus distributed memory and the essential rationale behind MPI—to deep dives into communicator management, process topologies, and robust workflow strategies, this book equips readers with both critical theoretical grounding and hands-on practical know-how. The text emphasizes scalable, portable program design, detailing installation, environment configuration, and best practices for harnessing the full power of modern compute systems.
With a clear focus on both the core MPI programming model and its most advanced features, the book walks readers through all phases of the development life cycle. Readers gain in-depth knowledge of point-to-point and collective communication primitives, synchronization strategies, efficient parallel I/O, and the subtleties of one-sided communication (RMA). Extensive sections are dedicated to hybrid programming, integrating MPI with shared-memory technologies and accelerators, and managing performance through state-of-the-art debugging, profiling, and benchmarking tools. The coverage of fault tolerance, energy efficiency, and security ensures readiness for building resilient and trustworthy parallel software on next-generation platforms, including cloud and containerized environments.
Real-world expertise is brought to the fore through case studies and distilled best practices drawn from exascale and petascale deployments. The book offers actionable guidance on software architecture, large-scale engineering, and the integration of open-source and industrial MPI ecosystems. Concluding with an exploration of emerging trends, ongoing standardization, and the future of the MPI landscape, "Parallel Programming with MPI" is an indispensable resource for scientists, engineers, and developers seeking to design, implement, and maintain sophisticated, high-performing applications on distributed systems.
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