Advanced Backend Code Optimization

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Advanced Backend Code Optimization

Sid Touati,Benoit Dupont de Dinechin
Advanced Backend Code Optimization Book PDF

Author : Sid Touati,Benoit Dupont de Dinechin
Publisher : John Wiley & Sons
Page : 299 pages
File Size : 54,5 Mb
Release : 2014-06-02
Category : Computers
ISBN : 9781118648957

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Advanced Backend Code Optimization by Sid Touati,Benoit Dupont de Dinechin Pdf

This book is a summary of more than a decade of research in the area of backend optimization. It contains the latest fundamental research results in this field. While existing books are often more oriented toward Masters students, this book is aimed more towards professors and researchers as it contains more advanced subjects. It is unique in the sense that it contains information that has not previously been covered by other books in the field, with chapters on phase ordering in optimizing compilation; register saturation in instruction level parallelism; code size reduction for software pipelining; memory hierarchy effects and instruction level parallelism. Other chapters provide the latest research results in well-known topics such as register need, and software pipelining and periodic register allocation.

Advanced Backend Optimization

Benoit De Dinechin,Sid Touati
Advanced Backend Optimization Book PDF

Author : Benoit De Dinechin,Sid Touati
Publisher : Unknown
Page : 384 pages
File Size : 55,5 Mb
Release : 2014
Category : Software engineering
ISBN : OCLC:1112548145

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Advanced Backend Optimization by Benoit De Dinechin,Sid Touati Pdf

This book is a summary of more than a decade of research in the area of backend optimization. It contains the latest fundamental research results in this field. While existing books are often more oriented toward Masters students, this book is aimed more towards professors and researchers as it contains more advanced subjects. It is unique in the sense that it contains information that has not previously been covered by other books in the field, with chapters on phase ordering in optimizing compilation; register saturation in instruction level parallelism; code size reduction for software pipelining; memory hierarchy effects and instruction level parallelism. Other chapters provide the latest research results in well-known topics such as register need, and software pipelining and periodic register allocation.

Advanced Compiler Design Implementation

Steven Muchnick
Advanced Compiler Design Implementation Book PDF

Author : Steven Muchnick
Publisher : Morgan Kaufmann
Page : 894 pages
File Size : 40,7 Mb
Release : 1997-08
Category : Computers
ISBN : 1558603204

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Advanced Compiler Design Implementation by Steven Muchnick Pdf

Computer professionals who need to understand advanced techniques for designing efficient compilers will need this book. It provides complete coverage of advanced issues in the design of compilers, with a major emphasis on creating highly optimizing scalar compilers. It includes interviews and printed documentation from designers and implementors of real-world compilation systems.

Computer Science and Education

Wenxing Hong,Yang Weng
Computer Science and Education Book PDF

Author : Wenxing Hong,Yang Weng
Publisher : Springer Nature
Page : 658 pages
File Size : 42,7 Mb
Release : 2023-05-13
Category : Computers
ISBN : 9789819924462

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Computer Science and Education by Wenxing Hong,Yang Weng Pdf

This three-volume set constitues selected papers presented during the 17th International Conference on Computer Science and Education, ICCSE 2022, held in Ningbo, China, in August 2022. The 168 full papers and 43 short papers presented were thoroughly reviewed and selected from the 510 submissions. They focus on a wide range of computer science topics, especially AI, data science, and engineering, and technology-based education, by addressing frontier technical and business issues essential to the applications of data science in both higher education and advancing e-Society.

Advanced Computing, Networking and Informatics- Volume 2

Malay Kumar Kundu,Durga Prasad Mohapatra,Amit Konar,Aruna Chakraborty
Advanced Computing Networking and Informatics Volume 2 Book PDF

Author : Malay Kumar Kundu,Durga Prasad Mohapatra,Amit Konar,Aruna Chakraborty
Publisher : Springer
Page : 621 pages
File Size : 46,9 Mb
Release : 2014-05-26
Category : Technology & Engineering
ISBN : 9783319073507

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Advanced Computing, Networking and Informatics- Volume 2 by Malay Kumar Kundu,Durga Prasad Mohapatra,Amit Konar,Aruna Chakraborty Pdf

Advanced Computing, Networking and Informatics are three distinct and mutually exclusive disciplines of knowledge with no apparent sharing/overlap among them. However, their convergence is observed in many real world applications, including cyber-security, internet banking, healthcare, sensor networks, cognitive radio, pervasive computing amidst many others. This two-volume proceedings explore the combined use of Advanced Computing and Informatics in the next generation wireless networks and security, signal and image processing, ontology and human-computer interfaces (HCI). The two volumes together include 148 scholarly papers, which have been accepted for presentation from over 640 submissions in the second International Conference on Advanced Computing, Networking and Informatics, 2014, held in Kolkata, India during June 24-26, 2014. The first volume includes innovative computing techniques and relevant research results in informatics with selective applications in pattern recognition, signal/image processing and HCI. The second volume on the other hand demonstrates the possible scope of the computing techniques and informatics in wireless communications, networking and security.

Fundamentals of Software Testing

Bernard Homès
Fundamentals of Software Testing Book PDF

Author : Bernard Homès
Publisher : John Wiley & Sons
Page : 299 pages
File Size : 42,9 Mb
Release : 2024-06-11
Category : Computers
ISBN : 9781394298969

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Fundamentals of Software Testing by Bernard Homès Pdf

Software testing has greatly evolved since the first edition of this book in 2011. Testers are now required to work in "agile" teams and focus on automating test cases. It has thus been necessary to update this work, in order to provide fundamental knowledge that testers should have to be effective and efficient in today's world. This book describes the fundamental aspects of testing in the different lifecycles, and how to implement and benefit from reviews and static analysis. Multiple other techniques are approached, such as equivalence partitioning, boundary value analysis, use case testing, decision tables and state transitions. This second edition also covers test management, test progress monitoring and incident management, in order to ensure that the testing information is correctly provided to the stakeholders. This book provides detailed course-study material for the 2023 version of the ISTQB Foundation level syllabus, including sample questions to help prepare for exams.

Advanced Memory Optimization Techniques for Low-Power Embedded Processors

Manish Verma,Peter Marwedel
Advanced Memory Optimization Techniques for Low Power Embedded Processors Book PDF

Author : Manish Verma,Peter Marwedel
Publisher : Springer Science & Business Media
Page : 192 pages
File Size : 50,5 Mb
Release : 2007-06-20
Category : Technology & Engineering
ISBN : 9781402058974

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Advanced Memory Optimization Techniques for Low-Power Embedded Processors by Manish Verma,Peter Marwedel Pdf

This book proposes novel memory hierarchies and software optimization techniques for the optimal utilization of memory hierarchies. It presents a wide range of optimizations, progressively increasing in the complexity of analysis and of memory hierarchies. The final chapter covers optimization techniques for applications consisting of multiple processes found in most modern embedded devices.

Foundations of Applied Mathematics, Volume 2

Jeffrey Humpherys,Tyler J. Jarvis
Foundations of Applied Mathematics Volume 2 Book PDF

Author : Jeffrey Humpherys,Tyler J. Jarvis
Publisher : SIAM
Page : 806 pages
File Size : 43,7 Mb
Release : 2020-03-10
Category : Mathematics
ISBN : 9781611976069

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Foundations of Applied Mathematics, Volume 2 by Jeffrey Humpherys,Tyler J. Jarvis Pdf

In this second book of what will be a four-volume series, the authors present, in a mathematically rigorous way, the essential foundations of both the theory and practice of algorithms, approximation, and optimization—essential topics in modern applied and computational mathematics. This material is the introductory framework upon which algorithm analysis, optimization, probability, statistics, machine learning, and control theory are built. This text gives a unified treatment of several topics that do not usually appear together: the theory and analysis of algorithms for mathematicians and data science students; probability and its applications; the theory and applications of approximation, including Fourier series, wavelets, and polynomial approximation; and the theory and practice of optimization, including dynamic optimization. When used in concert with the free supplemental lab materials, Foundations of Applied Mathematics, Volume 2: Algorithms, Approximation, Optimization teaches not only the theory but also the computational practice of modern mathematical methods. Exercises and examples build upon each other in a way that continually reinforces previous ideas, allowing students to retain learned concepts while achieving a greater depth. The mathematically rigorous lab content guides students to technical proficiency and answers the age-old question “When am I going to use this?” This textbook is geared toward advanced undergraduate and beginning graduate students in mathematics, data science, and machine learning.

Arithmetic Optimization Techniques for Hardware and Software Design

Ryan Kastner,Anup Hosangadi,Farzan Fallah
Arithmetic Optimization Techniques for Hardware and Software Design Book PDF

Author : Ryan Kastner,Anup Hosangadi,Farzan Fallah
Publisher : Cambridge University Press
Page : 199 pages
File Size : 45,7 Mb
Release : 2010-05-06
Category : Computers
ISBN : 9781139487320

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Arithmetic Optimization Techniques for Hardware and Software Design by Ryan Kastner,Anup Hosangadi,Farzan Fallah Pdf

Obtain better system performance, lower energy consumption, and avoid hand-coding arithmetic functions with this concise guide to automated optimization techniques for hardware and software design. High-level compiler optimizations and high-speed architectures for implementing FIR filters are covered, which can improve performance in communications, signal processing, computer graphics, and cryptography. Clearly explained algorithms and illustrative examples throughout make it easy to understand the techniques and write software for their implementation. Background information on the synthesis of arithmetic expressions and computer arithmetic is also included, making the book ideal for newcomers to the subject. This is an invaluable resource for researchers, professionals, and graduate students working in system level design and automation, compilers, and VLSI CAD.

Communications and Networking

Honghao Gao,Pingyi Fan,Jun Wun,Xue Xiaoping,Jun Yu,Yi Wang
Communications and Networking Book PDF

Author : Honghao Gao,Pingyi Fan,Jun Wun,Xue Xiaoping,Jun Yu,Yi Wang
Publisher : Springer Nature
Page : 789 pages
File Size : 46,7 Mb
Release : 2021-02-01
Category : Computers
ISBN : 9783030677206

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Communications and Networking by Honghao Gao,Pingyi Fan,Jun Wun,Xue Xiaoping,Jun Yu,Yi Wang Pdf

This proceedings constitutes the refereed proceedings of the 15th EAI International Conference on Communications and Networking, ChinaCom 2020, held in November 2020 in Shanghai, China. Due to COVID-19 pandemic the conference was held virtually. The 54 papers presented were carefully selected from 143 submissions. The papers are organized in topical sections on Transmission Optimization in Edge Computing; Performance and Scheduling Optimization in Edge Computing; Mobile Edge Network System; Communication Routing and Control; Transmission and Load Balancing; Edge Computing and Distributed Machine Learning; Deep Learning.

OpenMP: Advanced Task-Based, Device and Compiler Programming

Simon McIntosh-Smith,Michael Klemm,Bronis R. de Supinski,Tom Deakin,Jannis Klinkenberg
OpenMP Advanced Task Based Device and Compiler Programming Book PDF

Author : Simon McIntosh-Smith,Michael Klemm,Bronis R. de Supinski,Tom Deakin,Jannis Klinkenberg
Publisher : Springer Nature
Page : 244 pages
File Size : 47,6 Mb
Release : 2023-08-30
Category : Computers
ISBN : 9783031407444

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OpenMP: Advanced Task-Based, Device and Compiler Programming by Simon McIntosh-Smith,Michael Klemm,Bronis R. de Supinski,Tom Deakin,Jannis Klinkenberg Pdf

This book constitutes the proceedings of the 19th International Workshop on OpenMP, IWOMP 2023, held in Bristol, UK, during September 13–15, 2023. The 15 full papers presented in this book were carefully reviewed and selected from 20 submissions. The papers are divided into the following topical sections: OpenMP and AI; Tasking Extensions; OpenMP Offload Experiences; Beyond Explicit GPU Support; and OpenMP Infrastructure and Evaluation.

Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems

Paul Lokuciejewski,Peter Marwedel
Worst Case Execution Time Aware Compilation Techniques for Real Time Systems Book PDF

Author : Paul Lokuciejewski,Peter Marwedel
Publisher : Springer Science & Business Media
Page : 268 pages
File Size : 52,6 Mb
Release : 2010-09-24
Category : Technology & Engineering
ISBN : 9789048199297

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Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems by Paul Lokuciejewski,Peter Marwedel Pdf

For real-time systems, the worst-case execution time (WCET) is the key objective to be considered. Traditionally, code for real-time systems is generated without taking this objective into account and the WCET is computed only after code generation. Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems presents the first comprehensive approach integrating WCET considerations into the code generation process. Based on the proposed reconciliation between a compiler and a timing analyzer, a wide range of novel optimization techniques is provided. Among others, the techniques cover source code and assembly level optimizations, exploit machine learning techniques and address the design of modern systems that have to meet multiple objectives. Using these optimizations, the WCET of real-time applications can be reduced by about 30% to 45% on the average. This opens opportunities for decreasing clock speeds, costs and energy consumption of embedded processors. The proposed techniques can be used for all types real-time systems, including automotive and avionics IT systems.

Computational Science – ICCS 2020

Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira
Computational Science ICCS 2020 Book PDF

Author : Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira
Publisher : Springer Nature
Page : 726 pages
File Size : 50,8 Mb
Release : 2020-06-18
Category : Computers
ISBN : 9783030503710

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Computational Science – ICCS 2020 by Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira Pdf

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic.

NoSQL Data Models

Olivier Pivert
NoSQL Data Models Book PDF

Author : Olivier Pivert
Publisher : John Wiley & Sons
Page : 278 pages
File Size : 52,7 Mb
Release : 2018-07-30
Category : Computers
ISBN : 9781119544142

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NoSQL Data Models by Olivier Pivert Pdf

The topic of NoSQL databases has recently emerged, to face the Big Data challenge, namely the ever increasing volume of data to be handled. It is now recognized that relational databases are not appropriate in this context, implying that new database models and techniques are needed. This book presents recent research works, covering the following basic aspects: semantic data management, graph databases, and big data management in cloud environments. The chapters in this book report on research about the evolution of basic concepts such as data models, query languages, and new challenges regarding implementation issues.

Data Analytics and Big Data

Soraya Sedkaoui
Data Analytics and Big Data Book PDF

Author : Soraya Sedkaoui
Publisher : John Wiley & Sons
Page : 224 pages
File Size : 42,9 Mb
Release : 2018-05-24
Category : Computers
ISBN : 9781119528050

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Data Analytics and Big Data by Soraya Sedkaoui Pdf

The main purpose of this book is to investigate, explore and describe approaches and methods to facilitate data understanding through analytics solutions based on its principles, concepts and applications. But analyzing data is also about involving the use of software. For this, and in order to cover some aspect of data analytics, this book uses software (Excel, SPSS, Python, etc) which can help readers to better understand the analytics process in simple terms and supporting useful methods in its application.