Advances In Partitioning Techniques
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Advances In Partitioning Techniques
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Author : Shankru Guggari
language : en
Publisher: CRC Press
Release Date : 2025-06-02
Advances In Partitioning Techniques written by Shankru Guggari and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-02 with Computers categories.
This book discusses various partitioning strategies tailored for traditional machine learning algorithms. It examines how data can be divided efficiently to enhance the performance and scalability of classic machine learning models. It explores how partitioning methods can be applied to neural networks and other deep learning architectures and describes various ways to accelerate training, reduce memory consumption, and enhance overall efficiency. Graphs are prevalent in various AI domains. This book is specifically designed for graph data structures using partitioning techniques and also explores insights into optimizing graph algorithms and analytics. With the explosion of data, efficient partitioning becomes crucial for processing large datasets. This book discusses various partitioning techniques that enable effective management and analysis of big data, enhancing speed and resource utilization. Edge computing demands resource-efficient strategies. It examines partitioning methods tailored for edge devices, enabling AI capabilities at the edge while addressing resource. This book showcases how partitioning techniques have been successfully applied across various AI domains. It demonstrates real-world scenarios where partitioning optimizes AI algorithms and systems. By bridging the gap between theory and practical applications, this book intends to equip researchers, practitioners, and students with invaluable insights into harnessing partitioning for optimizing AI-driven systems, data processing, and problem-solving strategies. It describes the various advantages and disadvantages of partitioning techniques. This book is a vital resource, illuminating the path towards unlocking the full potential of partitioning in shaping the future of AI technologies.
The Postgresql Handbook In Depth Techniques And Advanced Strategies
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2024-11-26
The Postgresql Handbook In Depth Techniques And Advanced Strategies written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-26 with Computers categories.
Unlock the full potential of PostgreSQL with "The PostgreSQL Handbook: In-Depth Techniques and Advanced Strategies," your ultimate resource for mastering the complexities of this robust, open-source database system. Designed for professionals with foundational PostgreSQL knowledge, this book explores advanced topics, elevating you to expert status. From the sophisticated intricacies of PostgreSQL architecture to cutting-edge SQL techniques and index optimization, each chapter elucidates complex concepts with clarity and precision. Delve into comprehensive chapters on transaction management, performance tuning, and innovative applications of advanced data types. Discover expert strategies for replication, partitioning, and sharding to ensure your systems are scalable, efficient, and resilient. Acquire essential skills in backup and disaster recovery to protect your data from unforeseen challenges, and enhance your databases with the latest security best practices to safeguard your data in an ever-evolving digital landscape. Whether you're a database administrator focused on optimizing performance, a developer eager to exploit PostgreSQL’s advanced capabilities, or an IT professional tasked with maintaining cutting-edge data solutions, "The PostgreSQL Handbook: In-Depth Techniques and Advanced Strategies" offers a wealth of knowledge. Equipped with insights into integrating PostgreSQL with external systems, this book prepares you to build and maintain dynamic, robust database environments. Advance beyond the basics and master the advanced strategies that establish PostgreSQL as one of the most versatile and trusted database systems in the tech world today.
Advanced Techniques For Embedded Systems Design And Test
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Author : Juan C. López
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Advanced Techniques For Embedded Systems Design And Test written by Juan C. López 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 2013-03-09 with Computers categories.
As electronic technology reaches the point where complex systems can be integrated on a single chip, and higher degrees of performance can be achieved at lower costs, designers must devise new ways to undertake the laborious task of coping with the numerous, and non-trivial, problems that arise during the conception of such systems. On the other hand, shorter design cycles (so that electronic products can fit into shrinking market windows) put companies, and consequently designers, under pressure in a race to obtain reliable products in the minimum period of time. New methodologies, supported by automation and abstraction, have appeared which have been crucial in making it possible for system designers to take over the traditional electronic design process and embedded systems is one of the fields that these methodologies are mainly targeting. The inherent complexity of these systems, with hardware and software components that usually execute concurrently, and the very tight cost and performance constraints, make them specially suitable to introduce higher levels of abstraction and automation, so as to allow the designer to better tackle the many problems that appear during their design. Advanced Techniques for Embedded Systems Design and Test is a comprehensive book presenting recent developments in methodologies and tools for the specification, synthesis, verification, and test of embedded systems, characterized by the use of high-level languages as a road to productivity. Each specific part of the design process, from specification through to test, is looked at with a constant emphasis on behavioral methodologies. Advanced Techniques for Embedded Systems Design and Test is essential reading for all researchers in the design and test communities as well as system designers and CAD tools developers.
Innovations And Advanced Techniques In Systems Computing Sciences And Software Engineering
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Author : Khaled Elleithy
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-08-17
Innovations And Advanced Techniques In Systems Computing Sciences And Software Engineering written by Khaled Elleithy 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 2008-08-17 with Computers categories.
Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes selected papers form the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2007) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2007).
Advanced Postgresql Mastery In Depth Database Techniques And Performance Tuning
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-03
Advanced Postgresql Mastery In Depth Database Techniques And Performance Tuning written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Computers categories.
"Advanced PostgreSQL Mastery: In-Depth Database Techniques and Performance Tuning" is an indispensable resource for database professionals aiming to enhance their skills in PostgreSQL, one of the most sophisticated and reliable open-source database systems today. This expertly curated guide delves into a broad spectrum of essential topics, encompassing PostgreSQL's architecture, internal mechanisms, advanced SQL techniques, indexing strategies, transaction management, and beyond. The book is systematically divided into comprehensive chapters, each providing an exhaustive exploration of PostgreSQL’s facets, such as performance tuning, replication, security, and scalable solutions. Whether you are a database administrator, system architect, or developer, this guide offers detailed insights and practical examples to optimize database performance, maintain high availability, and ensure data security. Perfect for those with a foundational understanding of databases, "Advanced PostgreSQL Mastery" equips readers to fully harness PostgreSQL’s capabilities, streamline database workflows, and meet the high-performance requirements of contemporary applications. Dive into this book to master the complexities of PostgreSQL and acquire the techniques necessary to construct reliable, secure, and scalable databases. Elevate your professional expertise in database management with PostgreSQL through this invaluable manual.
Comprehensive Guide To Latex Advanced Techniques And Best Practices
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2024-12-05
Comprehensive Guide To Latex Advanced Techniques And Best Practices written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-05 with Computers categories.
"Comprehensive Guide to LaTeX: Advanced Techniques and Best Practices" is the ultimate resource for users aiming to advance their LaTeX expertise beyond the basics. Perfect for those compiling academic papers, drafting professional reports, or creating detailed books, this guide provides all the tools and advanced techniques needed to produce flawlessly structured and elegantly formatted documents. Created by experts emphasizing practical application, this comprehensive guide covers a wide array of topics. Begin with the fundamentals of LaTeX and progress to mastering text formatting and typography, sophisticated document structuring, mathematical typesetting, and the integration of images and graphics—each chapter crafted to elevate your proficiency. Seamlessly manage bibliographies and citations, customize documents with tailored commands and environments, and skillfully handle error management and debugging for a smooth document creation experience. "Comprehensive Guide to LaTeX: Advanced Techniques and Best Practices" also explores intricate subjects such as professional document presentation, dynamic content creation, and achieving publication-ready quality. Featuring detailed, step-by-step guidance and practical examples, this book is an essential resource for students, academics, researchers, and professionals determined to unlock the full potential of LaTeX. Transform your document preparation process and achieve excellence with this indispensable guide.
Advances In Guidance Navigation And Control
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Author : Liang Yan
language : en
Publisher: Springer Nature
Release Date : 2025-03-07
Advances In Guidance Navigation And Control written by Liang Yan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Technology & Engineering categories.
This book features the latest theoretical results and techniques in the field of guidance, navigation, and control (GNC) of vehicles and aircrafts. It covers a wide range of topics, including but not limited to, intelligent computing communication and control; new methods of navigation, estimation, and tracking; control of multiple moving objects; manned and autonomous unmanned systems; guidance, navigation, and control of miniature aircraft; and sensor systems for guidance, navigation and control, etc. Presenting recent advances in the form of illustrations, tables, and text, it also provides detailed information of a number of the studies, to offer readers insights for their own research. In addition, the book addresses fundamental concepts and studies in the development of GNC, making it a valuable resource for both beginners and researchers wanting to further their understanding of guidance, navigation, and control.
Advances In Spatial And Temporal Databases
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Author : Claudia Bauzer Medeiros
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-07-27
Advances In Spatial And Temporal Databases written by Claudia Bauzer Medeiros 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 2005-07-27 with Business & Economics categories.
The refereed proceedings of the 9th International Symposium on Spatial and Temporal Databases, SSTD 2005, held in Angra dos Reis, Brazil in August 2005. The 24 revised full papers were thoroughly reviewed and selected from a total of 77 submissions. The book offers topical sections on query optimization and simulation, advanced query processing, spatial/temporal data streams, indexing schemes and structures, novel applications and real systems, moving objects and mobile environments.
Advances In Gpu Research And Practice
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Author : Hamid Sarbazi-Azad
language : en
Publisher: Morgan Kaufmann
Release Date : 2016-09-15
Advances In Gpu Research And Practice written by Hamid Sarbazi-Azad and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-15 with Computers categories.
Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. - Discusses how to maximize power and obtain peak reliability when designing, building, and using GPUs - Covers system software (OS, compilers), programming environments, languages, and paradigms proposed to help and support GPU programmers - Explains how to use mathematical and analytical techniques to predict different performance metrics in GPUs - Illustrates the design of efficient GPU algorithms in areas such as bioinformatics, complex systems, social networks, and cryptography - Provides applications and use case scenarios in several different verticals, including medicine, social sciences, image processing, and telecommunications
Database Systems For Advanced Applications
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Author : Chengfei Liu
language : en
Publisher: Springer
Release Date : 2018-05-12
Database Systems For Advanced Applications written by Chengfei Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-12 with Computers categories.
This book constitutes the workshop proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018. The 23 full papers presented were carefully selected and reviewed from 44 submissions to the four following workshops: the 5th International Workshop on Big Data Management and Service, BDMS 2018; the Third International Workshop on Big Data Quality Management, BDQM 2018; the Second International Workshop on Graph Data Management and Analysis, GDMA 2018; and the 5th International Workshop on Semantic Computing and Personalization, SeCoP 2018.