High Performance Computing For Financial Modeling

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High Performance Computing For Financial Modeling

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Author : Wade Leigh
language : en
Publisher: Independently Published
Release Date : 2024-09-11

High Performance Computing For Financial Modeling written by Wade Leigh and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-11 with Business & Economics categories.

In the fast-paced world of finance, speed and precision are everything. "High Performance Computing for Financial Modeling" is the ultimate guide to mastering cutting-edge computational techniques that can revolutionize your financial models. Whether youre a quantitative analyst, data scientist, or financial engineer, this book delivers the tools and strategies you need to harness the power of high-performance computing (HPC). From real-time risk analysis to complex derivative pricing, learn how to scale your computations, optimize algorithms, and process massive datasets with unparalleled efficiency. Packed with practical examples, expert tips, and hands-on exercises, this book empowers you to tackle even the most computationally intensive challenges in finance. Supercharge your financial modeling with the next level of computing power!

High Performance Computing Using Fpgas

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Author : Wim Vanderbauwhede
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-08-23

High Performance Computing Using Fpgas written by Wim Vanderbauwhede and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-23 with Technology & Engineering categories.

High-Performance Computing using FPGA covers the area of high performance reconfigurable computing (HPRC). This book provides an overview of architectures, tools and applications for High-Performance Reconfigurable Computing (HPRC). FPGAs offer very high I/O bandwidth and fine-grained, custom and flexible parallelism and with the ever-increasing computational needs coupled with the frequency/power wall, the increasing maturity and capabilities of FPGAs, and the advent of multicore processors which has caused the acceptance of parallel computational models. The Part on architectures will introduce different FPGA-based HPC platforms: attached co-processor HPRC architectures such as the CHREC’s Novo-G and EPCC’s Maxwell systems; tightly coupled HRPC architectures, e.g. the Convey hybrid-core computer; reconfigurably networked HPRC architectures, e.g. the QPACE system, and standalone HPRC architectures such as EPFL’s CONFETTI system. The Part on Tools will focus on high-level programming approaches for HPRC, with chapters on C-to-Gate tools (such as Impulse-C, AutoESL, Handel-C, MORA-C++); Graphical tools (MATLAB-Simulink, NI LabVIEW); Domain-specific languages, languages for heterogeneous computing(for example OpenCL, Microsoft’s Kiwi and Alchemy projects). The part on Applications will present case from several application domains where HPRC has been used successfully, such as Bioinformatics and Computational Biology; Financial Computing; Stencil computations; Information retrieval; Lattice QCD; Astrophysics simulations; Weather and climate modeling.

High Performance Computing In Finance

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Author : M. A. H. Dempster
language : en
Publisher: CRC Press
Release Date : 2018-02-21

High Performance Computing In Finance written by M. A. H. Dempster and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-21 with Computers categories.

High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored hardware, such as Field-Programmable Gate Arrays (FPGAs) or D-Wave’s quantum computer systems. High-Performance Computing in Finance is the first book that provides a state-of-the-art introduction to HPC for finance, capturing both academically and practically relevant problems.

Parallel And High Performance Computing In Artificial Intelligence

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Author : Mukesh Raghuwanshi
language : en
Publisher: CRC Press
Release Date : 2025-05-20

Parallel And High Performance Computing In Artificial Intelligence written by Mukesh Raghuwanshi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-20 with Computers categories.

Parallel and High-Performance Computing in Artificial Intelligence explores high-performance architectures for data-intensive applications as well as efficient analytical strategies to speed up data processing and applications in automation, machine learning, deep learning, healthcare, bioinformatics, natural language processing (NLP), and vision intelligence. The book’s two major themes are high-performance computing (HPC) architecture and techniques and their application in artificial intelligence. Highlights include: HPC use cases, application programming interfaces (APIs), and applications Parallelization techniques HPC for machine learning Implementation of parallel computing with AI in big data analytics HPC with AI in healthcare systems AI in industrial automation Coverage of HPC architecture and techniques includes multicore architectures, parallel-computing techniques, and APIs, as well as dependence analysis for parallel computing. The book also covers hardware acceleration techniques, including those for GPU acceleration to power big data systems. As AI is increasingly being integrated into HPC applications, the book explores emerging and practical applications in such domains as healthcare, agriculture, bioinformatics, and industrial automation. It illustrates technologies and methodologies to boost the velocity and scale of AI analysis for fast discovery. Data scientists and researchers can benefit from the book’s discussion on AI-based HPC applications that can process higher volumes of data, provide more realistic simulations, and guide more accurate predictions. The book also focuses on deep learning and edge computing methodologies with HPC and presents recent research on methodologies and applications of HPC in AI.

High Performance Computing In Biomimetics

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Author : Kamarul Arifin Ahmad
language : en
Publisher: Springer Nature
Release Date : 2024-03-20

High Performance Computing In Biomimetics written by Kamarul Arifin Ahmad and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-20 with Technology & Engineering categories.

This book gives a complete overview of current developments in the implementation of high performance computing (HPC) in various biomimetic technologies. The book presents various topics that are subdivided into the following parts: A) biomimetic models and mechanics; B) locomotion and computational methods; C) distributed computing and its evolution; D) distributed and parallel computing architecture; E) high performance computing and biomimetics; F) big data, management, and visualization; and G) future of high performance computing in biomimetics. This book presents diverse computational technologies to model and replicate biologically inspired design for the purpose of solving complex human problems. The content of this book is presented in a simple and lucid style which can also be used by professionals, non-professionals, scientists, and students who are interested in the research area of high performance computing applications in the development of biomimetics technologies.

High Performance Computing In Clouds

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Author : Edson Borin
language : en
Publisher: Springer Nature
Release Date : 2023-07-05

High Performance Computing In Clouds written by Edson Borin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-05 with Computers categories.

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 and aspects 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.

Frontiers Of High Performance Computing And Networking

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Author : Geyong Min
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-11-22

Frontiers Of High Performance Computing And Networking written by Geyong Min and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-22 with Computers categories.

This book constitutes the refereed joint proceedings of ten international workshops held in conjunction with the 4th International Symposium on Parallel and Distributed Processing and Applications, ISPA 2006, held in Sorrento, Italy in December 2006. It contains 116 papers that contribute to enlarging the spectrum of the more general topics treated in the ISPA 2006 main conference.

Computer Architectures

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Author : Dr. Tejinder Kaur
language : en
Publisher: Expert Notes, Publisher
Release Date : 2025-03-12

Computer Architectures written by Dr. Tejinder Kaur and has been published by Expert Notes, Publisher this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-12 with Computers categories.

This book provides a comprehensive exploration of modern computing and semiconductor technologies, covering essential concepts in vector processing, GPU computing, and Field Programmable Gate Arrays (FPGAs). It delves into the principles of parallel computing, discussing both its advantages and challenges. A significant portion of the book is dedicated to semiconductor technology, tracing its evolution, fabrication processes including photolithography, doping, and metallization and the latest innovations in 3D transistor structures and non-silicon materials. Additionally, the book explores the role of Very Large-Scale Integration (VLSI) in modern electronics, detailing the VLSI design flow, CAD tools, and emerging trends. Practical applications, including power management systems and digital circuits with logic gates, are also discussed. Designed for students, researchers, and professionals, this book serves as a valuable resource for understanding the future of semiconductor fabrication and VLSI technologies in electronics and computing.

Industrial Applications Of High Performance Computing

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Author : Anwar Osseyran
language : en
Publisher: CRC Press
Release Date : 2015-04-01

Industrial Applications Of High Performance Computing written by Anwar Osseyran and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-01 with Computers categories.

Industrial Applications of High-Performance Computing: Best Global Practices offers a global overview of high-performance computing (HPC) for industrial applications, along with a discussion of software challenges, business models, access models (e.g., cloud computing), public-private partnerships, simulation and modeling, visualization, big data a

High Performance Computing

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Author : United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Technology, Innovation, and Competitiveness
language : en
Publisher:
Release Date : 2011

High Performance Computing written by United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Technology, Innovation, and Competitiveness and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computers categories.