Kernel Mode Decomposition And The Programming Of Kernels

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Kernel Mode Decomposition and the Programming of Kernels

Author : Houman Owhadi
Publisher : Springer Nature
ISBN 13 : 3030821714
Total Pages : 125 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Kernel Mode Decomposition and the Programming of Kernels by : Houman Owhadi

Download or read book Kernel Mode Decomposition and the Programming of Kernels written by Houman Owhadi and published by Springer Nature. This book was released on 2022-01-01 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph demonstrates a new approach to the classical mode decomposition problem through nonlinear regression models, which achieve near-machine precision in the recovery of the modes. The presentation includes a review of generalized additive models, additive kernels/Gaussian processes, generalized Tikhonov regularization, empirical mode decomposition, and Synchrosqueezing, which are all related to and generalizable under the proposed framework. Although kernel methods have strong theoretical foundations, they require the prior selection of a good kernel. While the usual approach to this kernel selection problem is hyperparameter tuning, the objective of this monograph is to present an alternative (programming) approach to the kernel selection problem while using mode decomposition as a prototypical pattern recognition problem. In this approach, kernels are programmed for the task at hand through the programming of interpretable regression networks in the context of additive Gaussian processes. It is suitable for engineers, computer scientists, mathematicians, and students in these fields working on kernel methods, pattern recognition, and mode decomposition problems.

Linux Kernel Programming

Author : Kaiwan N. Billimoria
Publisher : Packt Publishing Ltd
ISBN 13 : 180324108X
Total Pages : 827 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Linux Kernel Programming by : Kaiwan N. Billimoria

Download or read book Linux Kernel Programming written by Kaiwan N. Billimoria and published by Packt Publishing Ltd. This book was released on 2024-02-29 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain both a firm practical understanding and sufficient theoretical insight into the inner workings of Linux kernel internals, learn to write high-quality kernel module code, understand the complexities of kernel synchronization Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Discover how to write Linux kernel and module code for real-world products Implement industry-grade techniques in real-world scenarios for fast, efficient memory allocation and data synchronization Understand and exploit kernel architecture, CPU scheduling, and kernel synchronization techniques Book DescriptionThe 2nd Edition of Linux Kernel Programming is an updated, comprehensive guide for new programmers to the Linux kernel. This book uses the recent 6.1 Long-Term Support (LTS) Linux kernel series, which will be maintained until Dec 2026, and also delves into its many new features. Further, the Civil Infrastructure Project has pledged to maintain and support this 6.1 Super LTS (SLTS) kernel right until August 2033, keeping this book valid for years to come! You’ll begin this exciting journey by learning how to build the kernel from source. In a step by step manner, you will then learn how to write your first kernel module by leveraging the kernel’s powerful Loadable Kernel Module (LKM) framework. With this foundation, you will delve into key kernel internals topics including Linux kernel architecture, memory management, and CPU (task) scheduling. You’ll finish with understanding the deep issues of concurrency, and gain insight into how they can be addressed with various synchronization/locking technologies (e.g., mutexes, spinlocks, atomic/refcount operators, rw-spinlocks and even lock-free technologies such as per-CPU and RCU). By the end of this book, you’ll have a much better understanding of the fundamentals of writing the Linux kernel and kernel module code that can straight away be used in real-world projects and products.What you will learn Configure and build the 6.1 LTS kernel from source Write high-quality modular kernel code (LKM framework) for 6.x kernels Explore modern Linux kernel architecture Get to grips with key internals details regarding memory management within the kernel Understand and work with various dynamic kernel memory alloc/dealloc APIs Discover key internals aspects regarding CPU scheduling within the kernel, including cgroups v2 Gain a deeper understanding of kernel concurrency issues Learn how to work with key kernel synchronization primitives Who this book is for This book is for beginner Linux programmers and developers looking to get started with the Linux kernel, providing a knowledge base to understand required kernel internal topics and overcome frequent and common development issues. A basic understanding of Linux CLI and C programming is assumed.

Understanding the Linux Kernel

Author : Daniel Pierre Bovet
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 9780596002138
Total Pages : 786 pages
Book Rating : 4.0/5 (21 download)

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Book Synopsis Understanding the Linux Kernel by : Daniel Pierre Bovet

Download or read book Understanding the Linux Kernel written by Daniel Pierre Bovet and published by "O'Reilly Media, Inc.". This book was released on 2002 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: To thoroughly understand what makes Linux tick and why it's so efficient, you need to delve deep into the heart of the operating system--into the Linux kernel itself. The kernel is Linux--in the case of the Linux operating system, it's the only bit of software to which the term "Linux" applies. The kernel handles all the requests or completed I/O operations and determines which programs will share its processing time, and in what order. Responsible for the sophisticated memory management of the whole system, the Linux kernel is the force behind the legendary Linux efficiency. The new edition of Understanding the Linux Kernel takes you on a guided tour through the most significant data structures, many algorithms, and programming tricks used in the kernel. Probing beyond the superficial features, the authors offer valuable insights to people who want to know how things really work inside their machine. Relevant segments of code are dissected and discussed line by line. The book covers more than just the functioning of the code, it explains the theoretical underpinnings for why Linux does things the way it does. The new edition of the book has been updated to cover version 2.4 of the kernel, which is quite different from version 2.2: the virtual memory system is entirely new, support for multiprocessor systems is improved, and whole new classes of hardware devices have been added. The authors explore each new feature in detail. Other topics in the book include: Memory management including file buffering, process swapping, and Direct memory Access (DMA) The Virtual Filesystem and the Second Extended Filesystem Process creation and scheduling Signals, interrupts, and the essential interfaces to device drivers Timing Synchronization in the kernel Interprocess Communication (IPC) Program execution Understanding the Linux Kernel, Second Edition will acquaint you with all the inner workings of Linux, but is more than just an academic exercise. You'll learn what conditions bring out Linux's best performance, and you'll see how it meets the challenge of providing good system response during process scheduling, file access, and memory management in a wide variety of environments. If knowledge is power, then this book will help you make the most of your Linux system.

Understanding the Linux Kernel

Author : Daniel P. Bovet
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596554915
Total Pages : 944 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Understanding the Linux Kernel by : Daniel P. Bovet

Download or read book Understanding the Linux Kernel written by Daniel P. Bovet and published by "O'Reilly Media, Inc.". This book was released on 2005-11-17 with total page 944 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to thoroughly understand what makes Linux tick and why it works so well on a wide variety of systems, you need to delve deep into the heart of the kernel. The kernel handles all interactions between the CPU and the external world, and determines which programs will share processor time, in what order. It manages limited memory so well that hundreds of processes can share the system efficiently, and expertly organizes data transfers so that the CPU isn't kept waiting any longer than necessary for the relatively slow disks. The third edition of Understanding the Linux Kernel takes you on a guided tour of the most significant data structures, algorithms, and programming tricks used in the kernel. Probing beyond superficial features, the authors offer valuable insights to people who want to know how things really work inside their machine. Important Intel-specific features are discussed. Relevant segments of code are dissected line by line. But the book covers more than just the functioning of the code; it explains the theoretical underpinnings of why Linux does things the way it does. This edition of the book covers Version 2.6, which has seen significant changes to nearly every kernel subsystem, particularly in the areas of memory management and block devices. The book focuses on the following topics: Memory management, including file buffering, process swapping, and Direct memory Access (DMA) The Virtual Filesystem layer and the Second and Third Extended Filesystems Process creation and scheduling Signals, interrupts, and the essential interfaces to device drivers Timing Synchronization within the kernel Interprocess Communication (IPC) Program execution Understanding the Linux Kernel will acquaint you with all the inner workings of Linux, but it's more than just an academic exercise. You'll learn what conditions bring out Linux's best performance, and you'll see how it meets the challenge of providing good system response during process scheduling, file access, and memory management in a wide variety of environments. This book will help you make the most of your Linux system.

Kernel Methods for Pattern Analysis

Author :
Publisher :
ISBN 13 : 9780511214189
Total Pages : 462 pages
Book Rating : 4.2/5 (141 download)

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Book Synopsis Kernel Methods for Pattern Analysis by :

Download or read book Kernel Methods for Pattern Analysis written by and published by . This book was released on 2004 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems.

Programming Many-Core Chips

Author : András Vajda
Publisher : Springer Science & Business Media
ISBN 13 : 1441997393
Total Pages : 233 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Programming Many-Core Chips by : András Vajda

Download or read book Programming Many-Core Chips written by András Vajda and published by Springer Science & Business Media. This book was released on 2011-06-10 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new concepts, techniques and promising programming models for designing software for chips with "many" (hundreds to thousands) processor cores. Given the scale of parallelism inherent to these chips, software designers face new challenges in terms of operating systems, middleware and applications. This will serve as an invaluable, single-source reference to the state-of-the-art in programming many-core chips. Coverage includes many-core architectures, operating systems, middleware, and programming models.

Parallel Processing and Applied Mathematics

Author : Roman Wyrzykowski
Publisher : Springer
ISBN 13 : 3540681116
Total Pages : 1437 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Parallel Processing and Applied Mathematics by : Roman Wyrzykowski

Download or read book Parallel Processing and Applied Mathematics written by Roman Wyrzykowski and published by Springer. This book was released on 2008-05-29 with total page 1437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Parallel Processing and Applied Mathematics, PPAM 2007, held in Gdansk, Poland, in September 2007. The 63 revised full papers of the main conference presented together with 85 revised workshop papers were carefully reviewed and selected from over 250 initial submissions. The papers are organized in topical sections on parallel/distributed architectures and mobile computing, numerical algorithms and parallel numerics, parallel and distributed non-numerical algorithms, environments and tools for as well as applications of parallel/distributed/grid computing, evolutionary computing, meta-heuristics and neural networks. The volume proceeds with the outcome of 11 workshops and minisymposia dealing with novel data formats and algorithms for dense linear algebra computations, combinatorial tools for parallel sparse matrix computations, grid applications and middleware, large scale computations on grids, models, algorithms and methodologies for grid-enabled computing environments, scheduling for parallel computing, language-based parallel programming models, performance evaluation of parallel applications on large-scale systems, parallel computational biology, high performance computing for engineering applications, and the minisymposium on interval analysis.

Equalizer 0.6 Programming Guide

Author :
Publisher : Eyescale Software GmbH
ISBN 13 :
Total Pages : 68 pages
Book Rating : 4./5 ( download)

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Book Synopsis Equalizer 0.6 Programming Guide by :

Download or read book Equalizer 0.6 Programming Guide written by and published by Eyescale Software GmbH. This book was released on with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Equalizer Programming and User Guide

Author : Stefan Eilemann
Publisher : Eyescale Software GmbH
ISBN 13 : 1491202807
Total Pages : 122 pages
Book Rating : 4.4/5 (912 download)

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Book Synopsis Equalizer Programming and User Guide by : Stefan Eilemann

Download or read book Equalizer Programming and User Guide written by Stefan Eilemann and published by Eyescale Software GmbH. This book was released on 2013-07-26 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The official reference for developing and deploying parallel, scalable OpenGL applications based on the Equalizer parallel rendering framework.

Advances in Natural Computation

Author : Ke Chen
Publisher : Springer Science & Business Media
ISBN 13 : 3540283250
Total Pages : 1350 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Advances in Natural Computation by : Ke Chen

Download or read book Advances in Natural Computation written by Ke Chen and published by Springer Science & Business Media. This book was released on 2005-08-17 with total page 1350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The three volume set LNCS 3610, LNCS 3611, and LNCS 3612 constitutes the refereed proceedings of the First International Conference on Natural Computation, ICNC 2005, held in Changsha, China, in August 2005 jointly with the Second International Conference on Fuzzy Systems and Knowledge Discovery FSKD 2005 (LNAI volumes 3613 and 3614). The program committee selected 313 carefully revised full papers and 189 short papers for presentation in three volumes from 1887 submissions. The first volume includes all the contributions related to learning algorithms and architectures in neural networks, neurodynamics, statistical neural network models and support vector machines, and other topics in neural network models; cognitive science, neuroscience informatics, bioinformatics, and bio-medical engineering, and neural network applications as communications and computer networks, expert system and informatics, and financial engineering. The second volume concentrates on neural network applications such as pattern recognition and diagnostics, robotics and intelligent control, signal processing and multi-media, and other neural network applications; evolutionary learning, artificial immune systems, evolutionary theory, membrane, molecular, DNA computing, and ant colony systems. The third volume deals with evolutionary methodology, quantum computing, swarm intelligence and intelligent agents; natural computation applications as bioinformatics and bio-medical engineering, robotics and intelligent control, and other applications of natural computation; hardware implementations of natural computation, and fuzzy neural systems as well as soft computing.

Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization

Author : Houman Owhadi
Publisher : Cambridge University Press
ISBN 13 : 1108484360
Total Pages : 491 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization by : Houman Owhadi

Download or read book Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization written by Houman Owhadi and published by Cambridge University Press. This book was released on 2019-10-24 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents interplays between numerical approximation and statistical inference as a pathway to simple solutions to fundamental problems.

Advances in Kernel Methods

Author : Bernhard Schölkopf
Publisher : MIT Press
ISBN 13 : 9780262194167
Total Pages : 400 pages
Book Rating : 4.1/5 (941 download)

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Book Synopsis Advances in Kernel Methods by : Bernhard Schölkopf

Download or read book Advances in Kernel Methods written by Bernhard Schölkopf and published by MIT Press. This book was released on 1999 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A young girl hears the story of her great-great-great-great- grandfather and his brother who came to the United States to make a better life for themselves helping to build the transcontinental railroad.

High Performance Computing for Computational Science - VECPAR 2012

Author : Michel Dayde
Publisher : Springer
ISBN 13 : 3642387187
Total Pages : 488 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis High Performance Computing for Computational Science - VECPAR 2012 by : Michel Dayde

Download or read book High Performance Computing for Computational Science - VECPAR 2012 written by Michel Dayde and published by Springer. This book was released on 2013-05-24 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on High Performance Computing for Computational Science, VECPAR 2012, held in Kope, Japan, in July 2012. The 28 papers presented together with 7 invited talks were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on CPU computing, applications, finite element method from various viewpoints, cloud and visualization performance, method and tools for advanced scientific computing, algorithms and data analysis, parallel iterative solvers on multicore architectures.

Computer Vision - ACCV 2010

Author : Reinhard Klette
Publisher : Springer
ISBN 13 : 3642193188
Total Pages : 810 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Computer Vision - ACCV 2010 by : Reinhard Klette

Download or read book Computer Vision - ACCV 2010 written by Reinhard Klette and published by Springer. This book was released on 2011-02-17 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian Conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010. All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images, and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel gemometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well.

Computer Vision - ACCV 2010

Author : Ron Kimmel
Publisher : Springer Science & Business Media
ISBN 13 : 364219317X
Total Pages : 810 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Computer Vision - ACCV 2010 by : Ron Kimmel

Download or read book Computer Vision - ACCV 2010 written by Ron Kimmel and published by Springer Science & Business Media. This book was released on 2011-03-14 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian Conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010. All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images, and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel gemometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well.

Exascale Scientific Applications

Author : Tjerk P. Straatsma
Publisher : CRC Press
ISBN 13 : 1351999249
Total Pages : 607 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Exascale Scientific Applications by : Tjerk P. Straatsma

Download or read book Exascale Scientific Applications written by Tjerk P. Straatsma and published by CRC Press. This book was released on 2017-11-13 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes practical programming approaches for scientific applications on exascale computer systems Presents strategies to make applications performance portable Provides specific solutions employed in current application porting and development Illustrates domain science software development strategies based on projected trends in supercomputing technology and architectures Includes contributions from leading experts involved in the development and porting of scientific codes for current and future high performance computing resources

Advances in Biomedical Engineering and Technology

Author : Albert A. Rizvanov
Publisher : Springer Nature
ISBN 13 : 9811563292
Total Pages : 491 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Biomedical Engineering and Technology by : Albert A. Rizvanov

Download or read book Advances in Biomedical Engineering and Technology written by Albert A. Rizvanov and published by Springer Nature. This book was released on 2020-09-28 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers presented at the International Conference on Biomedical Engineering Science and Technology: Roadway from Laboratory to Market (ICBEST 2018) organized by Department of Biomedical Engineering, National Institute of Technology Raipur, Chhattisgarh, India. The book covers latest research in a wide range of biomedical technologies ranging from biomechanics, biomaterials, biomedical instrumentation to tele-medicine, internet of things, bioinformatics, medical signal and image processing. The contents aim to bridge the gap between laboratory research and feasible market products by identifying potential technologies to enhance functionalities of diagnostic and therapeutic devices. The book will be of use to researchers, biomedical engineers, as well as medical practitioners.