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HPC Clusters Demystified
Alisa Turing
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Naturwissenschaften, Medizin, Informatik, Technik / Informatik
Beschreibung
"HPC Clusters Demystified" offers a comprehensive exploration of high-performance computing clusters, addressing the crucial intersection of computing infrastructure and performance optimization. The book methodically breaks down how thousands of computing nodes work together to tackle complex computational tasks that would overwhelm single systems, making it an essential resource for IT professionals and engineers working with large-scale computing environments.
The text progresses logically through three core areas: fundamental cluster architecture, interconnect technologies, and workload optimization strategies. It bridges theoretical concepts with practical implementation, offering readers real-world insights drawn from major research institutions and technology companies. What sets this book apart is its systematic approach to both hardware and software optimization, supported by benchmark data and performance analyses using industry-standard tools.
The content maintains accessibility while diving deep into technical concepts, using clear diagrams and real-world examples to illustrate complex ideas. Particularly valuable for system administrators and IT architects, the book provides detailed procedures for cluster design, performance tuning, and maintenance protocols. It expertly connects multiple disciplines, from computer science to mechanical engineering, addressing crucial aspects like thermal management and power distribution. While focusing primarily on Linux-based systems, it covers both commercial and academic cluster deployments, offering practical solutions for modern computational challenges in parallel computing and system optimization.
Kundenbewertungen
high-performance computing