Scalable high performance computing (15 Ergebnisse)
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Taschenbuch. Zustand: Neu. Neuware - Modern CPUs are starving. While processor speeds have soared, memory access times barely crawl. Data-Oriented Design (DOD) is a paradigm that treats memory layout and hardware architecture as the ultimate drivers of performance. It abandons traditional Object-Oriented deep inheritance and fra…gmented memory in favor of flat, contiguous data streams. By aligning your code with the physical reality of the CPU cache, DOD unlocks the blistering throughput of modern silicon.For years, I wrote what I thought was 'perfect' C++ code. I mastered deep inheritance trees and meticulously encapsulated objects. My architecture diagrams were beautiful. But when I ran the profiler on heavy data loads, the performance was completely suffocating.Why I realized I was writing code for other humans, not the machine. Every virtual function was a pipeline stall. Every scattered object was a cache miss. I was forcing a hyper-advanced CPU to wait on fragmented memory. The day I discovered Data-Oriented Design and began treating memory as raw, contiguous data blocks, everything changed. Execution times plummeted, latency dropped, and maintenance actually became easier. You have likely hit this exact same performance wall in your own projects. Now, it is time for you to break through it.What's inside- The Hardware Reality: A brutal, easy-to-understand breakdown of L1/L2 caches, false sharing, and branch prediction.- The OOP Takedown: Why standard node-based containers (like std:: list) silently kill your software.- The DOD Playbook: Step-by-step guides to implementing Structure of Arrays (SoA) and flat architectures.- Silicon Auditing: Reading Flame Graphs and using assembly outputs to verify auto-vectorization.- Real-World Cases: Refactoring game physics, High-Frequency Trading algorithms, and Big Data pipelines.Who it's meant for- C++ Engineers tired of unexplained performance bottlenecks.- Game Developers squeezing every millisecond out of simulation loops.- Systems Architects building ultra-low latency financial or data-ingestion pipelines.- Anyone wanting to stop guessing and start engineering with absolute mechanical sympathy.The hardware is waiting. Are you going to keep starving your processor with fragmented objects, or are you ready to unleash its true potential Stop writing code for compilers. Start writing code for silicon.Grab your copy today, and transform the way you engineer software forever.
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Taschenbuch. Zustand: Neu. Scalable High Performance Computing for Knowledge Discovery and Data Mining | A Special Issue of Data Mining and Knowledge Discovery Volume 1, No.4 (1997) | Paul Stolorz (u. a.) | Taschenbuch | iv | Englisch | 2012 | Springer | EAN 9781461375951 | Verantwortliche Person für die EU: Springer Verlag GmbH…, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Zustand: New. Intends to serve as a reference, providing insight into some of the challenging research issues in the field. Editor(s): Stolorz, Paul; Musick, Ron. Num Pages: 100 pages, biography. BIC Classification: UN. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimensio…n: 234 x 156 x 7. Weight in Grams: 750. . 1998. Reprinted from DATA MINING AND KNOWLEDGE DISCOVER. Hardback. . . . . Books ship from the US and Ireland.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Scalable High Performance Computing for Knowledge Discovery and Data Mining brings together in one place important contributions and up-to-date research results in this fast moving area. Scalable High Performance Computing for Knowledge Discovery and… Data Mining serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
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Gebunden. Zustand: New. Scalable High Performance Computing for Knowledge Discovery and Data Mining brings together in one place important contributions and up-to-date research results in this fast moving area. Scalable High Performance Computing fo.
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Zustand: Hervorragend. Zustand: Hervorragend | Seiten: 352 | Sprache: Englisch | Produktart: Bücher | This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides presenting the motivation behind moving HPC applications to the cloud,…it covers both essential and advanced issues on this topic such as deploying HPC applications and infrastructures, designing cloud-friendly HPC applications, and optimizing a provisioned cloud infrastructure to run this family of applications. Additionally, this book also describes the best practices to maintain and keep running HPC applications in the cloud by employing fault tolerance techniques and avoiding resource wastage. To give practical meaning to topics covered in this book, it brings some case studies where HPC applications, used in relevant scientific areas like Bioinformatics and Oil and Gas industry were moved to the cloud. Moreover, it also discusses how to train deep learning models in the cloud elucidating the key components andaspects necessary to train these models via different types of services offered by cloud providers.Despite the vast bibliography about cloud computing and HPC, to the best of our knowledge, no existing manuscript has comprehensively covered these topics and discussed the steps, methods and strategies to execute HPC applications in clouds. Therefore, we believe this title is useful for IT professionals and students and researchers interested in cutting-edge technologies, concepts, and insights focusing on the use of cloud technologies to run HPC applications.
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Taschenbuch. Zustand: Neu. High Performance Computing in Clouds | Moving HPC Applications to a Scalable and Cost-Effective Environment | Edson Borin (u. a.) | Taschenbuch | xv | Englisch | 2024 | Springer | EAN 9783031297717 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[d…ot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides presenting the motivation behind moving HPC applications to the cloud, it covers both essential and…advanced issues on this topic such as deploying HPC applications and infrastructures, designing cloud-friendly HPC applications, and optimizing a provisioned cloud infrastructure to run this family of applications. Additionally, this book also describes the best practices to maintain and keep running HPC applications in the cloud by employing fault tolerance techniques and avoiding resource wastage. To give practical meaning to topics covered in this book, it brings some case studies where HPC applications, used in relevant scientific areas like Bioinformatics and Oil and Gas industry were moved to the cloud. Moreover, it also discusses how to train deep learning models in the cloud elucidating the key components andaspects necessary to train these models via different types of services offered by cloud providers.Despite the vast bibliography about cloud computing and HPC, to the best of our knowledge, no existing manuscript has comprehensively covered these topics and discussed the steps, methods and strategies to execute HPC applications in clouds. Therefore, we believe this title is useful for IT professionals and students and researchers interested in cutting-edge technologies, concepts, and insights focusing on the use of cloud technologies to run HPC applications.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides presenting the motivation behind moving HPC applications to the cloud, it covers both essenti…al and advanced issues on this topic such as deploying HPC applications and infrastructures, designing cloud-friendly HPC applications, and optimizing a provisioned cloud infrastructure to run this family of applications. Additionally, this book also describes the best practices to maintain and keep running HPC applications in the cloud by employing fault tolerance techniques and avoiding resource wastage. To give practical meaning to topics covered in this book, it brings some case studies where HPC applications, used in relevant scientific areas like Bioinformatics and Oil and Gas industry were moved to the cloud. Moreover, it also discusses how to train deep learning models in the cloud elucidating the key components andaspects necessary to train these models via different types of services offered by cloud providers.Despite the vast bibliography about cloud computing and HPC, to the best of our knowledge, no existing manuscript has comprehensively covered these topics and discussed the steps, methods and strategies to execute HPC applications in clouds. Therefore, we believe this title is useful for IT professionals and students and researchers interested in cutting-edge technologies, concepts, and insights focusing on the use of cloud technologies to run HPC applications.
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Hardcover. Zustand: Brand New. 349 pages. 9.25x6.10x9.21 inches. In Stock.
