Advanced Resilient Distributed Datasets In Distributed Computing
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Advanced Resilient Distributed Datasets In Distributed Computing
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-15
Advanced Resilient Distributed Datasets In Distributed Computing written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-15 with Computers categories.
"Advanced Resilient Distributed Datasets in Distributed Computing" "Advanced Resilient Distributed Datasets in Distributed Computing" presents a comprehensive exploration of the theory, architecture, and practice of resilient distributed datasets (RDDs) at the cutting edge of distributed data processing. The book delves into fundamental abstractions behind distributed datasets, providing in-depth coverage of resilience-enabling concepts such as immutability, lineage, partitioning, and consistency—supported by detailed analyses of contemporary frameworks and advanced comparative insights. With a strong foundational focus, readers gain a thorough understanding of distributed data principles, fault tolerance models, and the impact of design choices on scalability and deterministic computation in complex, multi-tenant environments. This volume equips practitioners and researchers with advanced architectural strategies for building, optimizing, and securing RDD-based systems. Readers will find extensive guidance on data partitioning, dependency graphs, execution planning, and hybrid batch-stream architectures. Detailed treatments of cutting-edge fault tolerance—covering failure taxonomies, checkpointing, speculative execution, and coordinated multi-tenant recovery—are complemented by sophisticated optimization techniques for serialization, load balancing, iterative computation, and performance profiling. A dedicated section on security and privacy highlights actionable solutions to the most exigent threats of the distributed analytics era, including encryption, access control, auditability, and privacy-preserving computation. Drawing from best practices and lessons learned in industry at scale, the book features illuminating case studies spanning large-scale ETL, graph analytics, health informatics, real-time fraud detection, recommendation engines, and financial risk modeling. The closing chapters address future trends such as autonomous self-healing systems, federated and edge datasets, exascale processing, and the evolution of security and regulatory requirements. "Advanced Resilient Distributed Datasets in Distributed Computing" stands as an essential reference for architects, engineers, and researchers pushing the limits of resilient, high-performance distributed data operations.
Big Data Synergies With Ai And Machine Learning In Cybersecurity Unveiling Next Generation Defense Architectures For Intelligent Threat Resilience
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Author : Laxmana Murthy Karaka
language : en
Publisher: SADGURU PUBLICATIONS
Release Date :
Big Data Synergies With Ai And Machine Learning In Cybersecurity Unveiling Next Generation Defense Architectures For Intelligent Threat Resilience written by Laxmana Murthy Karaka and has been published by SADGURU PUBLICATIONS this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Apache Spark Unleashed Advanced Techniques For Data Processing And Analysis
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-14
Apache Spark Unleashed Advanced Techniques For Data Processing And Analysis 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 2025-01-14 with Computers categories.
"Apache Spark Unleashed: Advanced Techniques for Data Processing and Analysis" delves into the sophisticated realm of Apache Spark, crafted for professionals eager to amplify their expertise in managing complex data processing challenges. This extensive guide traverses the Spark ecosystem, starting from essential components like RDDs and DataFrames, extending to cutting-edge subjects such as real-time data handling with Spark Structured Streaming and advanced predictive modeling with Spark MLlib. The book is meticulously organized to lead readers through Apache Spark’s architecture, setup and configuration, comprehensive data processing techniques, structured data querying, performance tuning, deployment strategies, and monitoring aspects. Each chapter is enriched with practical examples, insightful case studies, and industry best practices, ensuring that readers grasp both the theoretical foundations and their practical applications in real-world environments. Whether you are a software engineer, data scientist, data engineer, or analyst, "Apache Spark Unleashed: Advanced Techniques for Data Processing and Analysis" stands as a vital resource to effectively harness Apache Spark's capabilities, optimize your data processing operations, and realize scalable, high-performance data analytics solutions. This is your invitation to master Apache Spark and elevate your data processing proficiency to unparalleled heights.
Advanced Hadoop Techniques A Comprehensive Guide To Mastery
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-05-13
Advanced Hadoop Techniques A Comprehensive Guide To Mastery 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 2025-05-13 with Computers categories.
Unlock the full potential of Hadoop with "Advanced Hadoop Techniques: A Comprehensive Guide to Mastery"—your essential resource for navigating the intricate complexities and harnessing the tremendous power of the Hadoop ecosystem. Designed for data engineers, developers, administrators, and data scientists, this book elevates your skills from foundational concepts to the most advanced optimizations necessary for mastery. Delve deep into the core of Hadoop, unraveling its integral components such as HDFS, MapReduce, and YARN, while expanding your knowledge to encompass critical ecosystem projects like Hive, HBase, Sqoop, and Spark. Through meticulous explanations and real-world examples, "Advanced Hadoop Techniques: A Comprehensive Guide to Mastery" equips you with the tools to efficiently deploy, manage, and optimize Hadoop clusters. Learn to fortify your Hadoop deployments by implementing robust security measures to ensure data protection and compliance. Discover the intricacies of performance tuning to significantly enhance your data processing and analytics capabilities. This book empowers you to not only learn Hadoop but to master sophisticated techniques that convert vast data sets into actionable insights. Perfect for aspiring professionals eager to make an impact in the realm of big data and seasoned experts aiming to refine their craft, "Advanced Hadoop Techniques: A Comprehensive Guide to Mastery" serves as an invaluable resource. Embark on your journey into the future of big data with confidence and expertise—your path to Hadoop mastery starts here.
Proceedings Of The International Field Exploration And Development Conference 2024
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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2025-07-07
Proceedings Of The International Field Exploration And Development Conference 2024 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-07 with Technology & Engineering categories.
This book compiles selected papers from the 14th International Field Exploration and Development Conference (IFEDC 2024). The work focuses on topics including Reservoir Exploration, Reservoir Drilling & Completion, Field Geophysics, Well Logging, Petroliferous Basin Evaluation, Oil & Gas Accumulation, Fine Reservoir Description, Complex Reservoir Dynamics and Analysis, Low Permeability/Tight Oil & Gas Reservoirs, Shale Oil & Gas, Fracture-Vuggy Reservoirs, Enhanced Oil Recovery in Mature Oil Fields, Enhanced Oil Recovery for Heavy Oil Reservoirs, Big Data and Artificial Intelligence, Formation Mechanisms and Prediction of Deep Carbonate Reservoirs, and other Unconventional Resources. The conference serves as a platform not only for exchanging experiences but also for advancing scientific research in oil & gas exploration and production. The primary audience for this work includes reservoir engineers, geological engineers, senior engineers, enterprise managers, and students.
Expert Strategies In Apache Spark Comprehensive Data Processing And Advanced Analytics
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-03
Expert Strategies In Apache Spark Comprehensive Data Processing And Advanced Analytics 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.
"Expert Strategies in Apache Spark: Comprehensive Data Processing and Advanced Analytics" is an essential guide for data professionals aiming to master Apache Spark's sophisticated capabilities. Building on foundational knowledge, this book delves into expert-level data processing and advanced analytics techniques. It provides detailed insights into Spark’s core components like RDDs, DataFrames, and Datasets, while also exploring cutting-edge features such as MLlib for machine learning and GraphX for graph processing. Through comprehensive and practical chapters, readers will learn to optimize Spark queries using Catalyst and Tungsten, efficiently handle streaming data, manage Spark clusters, and fine-tune performance for complex applications. Whether you're a data engineer looking to optimize Spark deployments or a data scientist aiming to enhance analytical models, this book delivers the expert strategies and best practices needed to tackle big data challenges and extract actionable insights at scale. Unlock your potential in the dynamic world of big data with "Expert Strategies in Apache Spark: Comprehensive Data Processing and Advanced Analytics". Harness the full potential of your data with Spark's advanced functionalities and transform your data operations into impactful intelligence.
Proceedings Of The 6th International Conference On Advance Computing And Intelligent Engineering
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Author : Bibudhendu Pati
language : en
Publisher: Springer Nature
Release Date : 2022-09-21
Proceedings Of The 6th International Conference On Advance Computing And Intelligent Engineering written by Bibudhendu Pati and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-21 with Technology & Engineering categories.
This book gathers high-quality research papers presented at the 6th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2021) organized by Bhubaneswar Institute of Technology, Bhubaneswar, Odisha, India, during December 23–24, 2021. It includes sections describing technical advances and the latest research in the fields of computing and intelligent engineering. Intended for graduate students and researchers working in the disciplines of computer science and engineering, the proceedings also appeal to researchers in the field of electronics, as they cover hardware technologies and future communication technologies.
Information Technology For Management
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Author : Efraim Turban
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-05
Information Technology For Management written by Efraim Turban and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Business & Economics categories.
Comprehensive coverage of developments in the real world of IT management, provides a realistic and up-to-date view of IT management in the current business environment Information Technology for Management provides students in all disciplines with a solid understanding of IT concepts, terminology, and the critical drivers of business sustainability, performance, and growth. Employing a blended learning approach that presents content visually, textually, and interactively, this acclaimed textbook helps students with different learning styles easily comprehend and retain information. Throughout the text, the authors provide real-world insights on how to support the three essential components of business process improvements: people, processes, and technology. Information Technology for Management integrates a wealth of classroom-tested pedagogical tools, including 82 real-world cases highlighting the successes and failures of IT around the world, interactive exercises and activities, whiteboard animations for each learning objective, high-quality illustrations and images, boxed sections highlighting various job roles in IT management and giving examples of how readers will use IT in their career as a marketing, accounting, finance, human resource management, productions and operations management, strategic management, or information technology professional, or as an entrepreneur, and illustrative innovative uses of information technology. Now in its thirteenth edition, this leading textbook incorporates the latest developments in the field of IT management, based on feedback from practitioners from top-tier companies and organizations. New topics include Network-as-a-Service (NaaS), hybrid cloud, cryptocurrency, intent-based networking, edge analytics, digital twin technology, natural language generation, and many more. New “How will YOU use IT” boxes directly inform students in all majors about how IT will impact their careers. Equipping readers with the knowledge they need to become better IT professionals and more informed users of IT, Information Technology for Management, Thirteenth Edition, is the perfect textbook for undergraduate and graduate courses on computer information systems or management information systems, general business and IT curriculum, and corporate-in-house-training or executive programs in all industry sectors. AN INTERACTIVE, MULTIMEDIA LEARNING EXPERIENCE This textbook includes access to an interactive, multimedia e-text. Icons throughout the print book signal corresponding digital content in the e-text. Videos and Animations: Information Technology for Management integrates abundant video content developed to complement the text and engage readers more deeply with the fascinating field of information technology Whiteboard Animation Videos help bring concepts to life, one for each learning objective throughout the text. Real World News Videos support content in every chapter. Cutting-edge business video content from Bloomberg provides an application of learned content to actual business situations. Interactive Figures, Charts & Tables: Appearing throughout the enhanced e-text, interactive figures, process diagrams, and other illustrations facilitate the study of complex concepts and processes and help students retain important information. Interactive Self-Scoring Quizzes: Concept Check Questions at the end of each section provide immediate feedback, helping readers monitor their understanding and mastery of the material.
Intelligent Systems Technologies And Applications
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Author : Marcin Paprzycki
language : en
Publisher: Springer Nature
Release Date : 2021-05-31
Intelligent Systems Technologies And Applications written by Marcin Paprzycki and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-31 with Technology & Engineering categories.
This book offers to readers a selection of refereed papers that were presented at the Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA’20). All submissions were evaluated on the basis of their significance, novelty, and technical quality. This book consists of 28 papers (19 regular and 9 short papers) that were virtually presented at the Symposium. The papers cover different areas such as big data analytics, security and privacy, Internet of things, machine and deep learning, health informatics, visual computing, signal processing, and natural language processing. The book is directed to the researchers and scientists engaged in various fields of intelligent systems.
Big Data Cloud And Applications
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Author : Youness Tabii
language : en
Publisher: Springer
Release Date : 2018-08-13
Big Data Cloud And Applications written by Youness Tabii and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-13 with Computers categories.
This book constitutes the thoroughly refereed proceedings of the Third International Conference on Big Data, Cloud and Applications, BDCA 2018, held in Kenitra, Morocco, in April 2018.The 45 revised full papers presented in this book were carefully selected from 99 submissions with a thorough double-blind review process. They focus on the following topics: big data, cloud computing, machine learning, deep learning, data analysis, neural networks, information system and social media, image processing and applications, and natural language processing.