Database Benchmarking And Stress Testing

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Database Benchmarking and Stress Testing

Author : Bert Scalzo
Publisher : Apress
ISBN 13 : 1484240081
Total Pages : 250 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Database Benchmarking and Stress Testing by : Bert Scalzo

Download or read book Database Benchmarking and Stress Testing written by Bert Scalzo and published by Apress. This book was released on 2018-10-08 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provide evidence-based answers that can be measured and relied upon by your business. Database administrators will be able to make sound architectural decisions in a fast-changing landscape of virtualized servers and container-based solutions based on the empirical method presented in this book for answering “what if” questions about database performance. Today’s database administrators face numerous questions such as: What if we consolidate databases using multitenant features? What if we virtualize database servers as Docker containers? What if we deploy the latest in NVMe flash disks to speed up IO access? Do features such as compression, partitioning, and in-memory OLTP earn back their price? What if we move our databases to the cloud? As an administrator, do you know the answers or even how to test the assumptions? Database Benchmarking and Stress Testing introduces you to database benchmarking using industry-standard test suites such as the TCP series of benchmarks, which are the same benchmarks that vendors rely upon. You’ll learn to run these industry-standard benchmarks and collect results to use in answering questions about the performance impact of architectural changes, technology changes, and even down to the brand of database software. You’ll learn to measure performance and predict the specific impact of changes to your environment. You’ll know the limitations of the benchmarks and the crucial difference between benchmarking and workload capture/reply. This book teaches you how to create empirical evidence in support of business and technology decisions. It’s about not guessing when you should be measuring. Empirical testing is scientific testing that delivers measurable results. Begin with a hypothesis about the impact of a possible architecture or technology change. Then run the appropriate benchmarks to gather data and predict whether the change you’re exploring will be beneficial, and by what order of magnitude. Stop guessing. Start measuring. Let Database Benchmarking and Stress Testing show the way. What You'll LearnUnderstand the industry-standard database benchmarks, and when each is best used Prepare for a database benchmarking effort so reliable results can be achieved Perform database benchmarking for consolidation, virtualization, and cloud projects Recognize and avoid common mistakes in benchmarking database performanceMeasure and interpret results in a rational, concise manner for reliable comparisonsChoose and provide advice on benchmarking tools based on their pros and cons Who This Book Is For Database administrators and professionals responsible for advising on architectural decisions such as whether to use cloud-based services, whether to consolidate and containerize, and who must make recommendations on storage or any other technology that impacts database performance

Database Benchmarking and Stress Testing

Author : Bert Scalzo
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Database Benchmarking and Stress Testing by : Bert Scalzo

Download or read book Database Benchmarking and Stress Testing written by Bert Scalzo and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the empirical method presented in this book for answering what if questions about database performance, database administrators will be able to make sound architectural decisions in a fast-changing landscape of virtualized servers and container-based solutions. --

Database Benchmarking

Author : Bert Scalzo
Publisher : Rampant TechPress
ISBN 13 : 0977671534
Total Pages : 192 pages
Book Rating : 4.9/5 (776 download)

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Book Synopsis Database Benchmarking by : Bert Scalzo

Download or read book Database Benchmarking written by Bert Scalzo and published by Rampant TechPress. This book was released on 2007-04 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an effort to provide foresight as systems grow and resources are stressed, this guidebook explains how one of the major causes of unplanned database outages is the failure to anticipate the effects of growth. The benchmark method detailed enables users to spot areas of pending problems before they cripple the database. This real-world approach ensures the user will be prepared for whatever the future brings to mission-critical databases. Areas explored in this book include knowing the limits of the database, avoiding unplanned outages with capacity planning, and predicting the need for new hardware.

Financial Data Engineering

Author : Tamer Khraisha
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098159969
Total Pages : 507 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Financial Data Engineering by : Tamer Khraisha

Download or read book Financial Data Engineering written by Tamer Khraisha and published by "O'Reilly Media, Inc.". This book was released on 2024-10-09 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, investment in financial technology and digital transformation is reshaping the financial landscape and generating many opportunities. Too often, however, engineers and professionals in financial institutions lack a practical and comprehensive understanding of the concepts, problems, techniques, and technologies necessary to build a modern, reliable, and scalable financial data infrastructure. This is where financial data engineering is needed. A data engineer developing a data infrastructure for a financial product possesses not only technical data engineering skills but also a solid understanding of financial domain-specific challenges, methodologies, data ecosystems, providers, formats, technological constraints, identifiers, entities, standards, regulatory requirements, and governance. This book offers a comprehensive, practical, domain-driven approach to financial data engineering, featuring real-world use cases, industry practices, and hands-on projects. You'll learn: The data engineering landscape in the financial sector Specific problems encountered in financial data engineering The structure, players, and particularities of the financial data domain Approaches to designing financial data identification and entity systems Financial data governance frameworks, concepts, and best practices The financial data engineering lifecycle from ingestion to production The varieties and main characteristics of financial data workflows How to build financial data pipelines using open source tools and APIs Tamer Khraisha, PhD, is a senior data engineer and scientific author with more than a decade of experience in the financial sector.

Configuring and Tuning Databases on the Solaris Platform

Author : Allan N. Packer
Publisher : Prentice Hall Professional
ISBN 13 : 9780130834171
Total Pages : 556 pages
Book Rating : 4.8/5 (341 download)

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Book Synopsis Configuring and Tuning Databases on the Solaris Platform by : Allan N. Packer

Download or read book Configuring and Tuning Databases on the Solaris Platform written by Allan N. Packer and published by Prentice Hall Professional. This book was released on 2002 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers key performance issues related to using leading databases on Sun servers for system administrators and database programmers. This book brings together best-practice guidelines for every aspect of database tuning on Sun servers.

Cassandra: The Definitive Guide, (Revised) Third Edition

Author : Jeff Carpenter
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492097101
Total Pages : 432 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Cassandra: The Definitive Guide, (Revised) Third Edition by : Jeff Carpenter

Download or read book Cassandra: The Definitive Guide, (Revised) Third Edition written by Jeff Carpenter and published by "O'Reilly Media, Inc.". This book was released on 2022-01-24 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene

Big Data Benchmarks, Performance Optimization, and Emerging Hardware

Author : Jianfeng Zhan
Publisher : Springer
ISBN 13 : 3319130218
Total Pages : 227 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Big Data Benchmarks, Performance Optimization, and Emerging Hardware by : Jianfeng Zhan

Download or read book Big Data Benchmarks, Performance Optimization, and Emerging Hardware written by Jianfeng Zhan and published by Springer. This book was released on 2014-11-10 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

MySQL 8 Query Performance Tuning

Author : Jesper Wisborg Krogh
Publisher : Apress
ISBN 13 : 1484255844
Total Pages : 974 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis MySQL 8 Query Performance Tuning by : Jesper Wisborg Krogh

Download or read book MySQL 8 Query Performance Tuning written by Jesper Wisborg Krogh and published by Apress. This book was released on 2020-03-16 with total page 974 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identify, analyze, and improve poorly performing queries that damage user experience and lead to lost revenue for your business. This book will help you make query tuning an integral part of your daily routine through a multi-step process that includes monitoring of execution times, identifying candidate queries for optimization, analyzing their current performance, and improving them to deliver results faster and with less overhead. Author Jesper Krogh systematically discusses each of these steps along with the data sources and the tools used to perform them. MySQL 8 Query Performance Tuning aims to help you improve query performance using a wide range of strategies. You will know how to analyze queries using both the traditional EXPLAIN command as well as the new EXPLAIN ANALYZE tool. You also will see how to use the Visual Explain feature to provide a visually-oriented view of an execution plan. Coverage of indexes includes indexing strategies and index statistics, and you will learn how histograms can be used to provide input on skewed data distributions that the optimizer can use to improve query performance. You will learn about locks, and how to investigate locking issues. And you will come away with an understanding of how the MySQL optimizer works, including the new hash join algorithm, and how to change the optimizer’s behavior when needed to deliver faster execution times. You will gain the tools and skills needed to delight application users and to squeeze the most value from corporate computing resources. What You Will LearnMonitor query performance to identify poor performersChoose queries to optimize that will provide the greatest gainAnalyze queries using tools such as EXPLAIN ANALYZE and Visual ExplainImprove slow queries through a wide range of strategiesProperly deploy indexes and histograms to aid in creating fast execution plansUnderstand and analyze locks to resolve contention and increase throughput Who This Book Is For Database administrators and SQL developers who are familiar with MySQL and need to participate in query tuning. While some experience with MySQL is required, no prior knowledge of query performance tuning is needed.

Cassandra: The Definitive Guide

Author : Jeff Carpenter
Publisher : O'Reilly Media
ISBN 13 : 1098115139
Total Pages : 429 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Cassandra: The Definitive Guide by : Jeff Carpenter

Download or read book Cassandra: The Definitive Guide written by Jeff Carpenter and published by O'Reilly Media. This book was released on 2020-04-06 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This third edition—updated for Cassandra 4.0—provides the technical details and practical examples you need to put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra’s nonrelational design, with special attention to data modeling. If you’re a developer, DBA, or application architect looking to solve a database scaling issue or future-proof your application, this guide helps you harness Cassandra’s speed and flexibility. Understand Cassandra’s distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh—the CQL shell Create a working data model and compare it with an equivalent relational model Develop sample applications using client drivers for languages including Java, Python, and Node.js Explore cluster topology and learn how nodes exchange data

Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030630897
Total Pages : 1015 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2 written by Kohei Arai and published by Springer Nature. This book was released on 2020-10-31 with total page 1015 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research. The fifth 2020 Future Technologies Conference was organized virtually and received a total of 590 submissions from academic pioneering researchers, scientists, industrial engineers, and students from all over the world. The submitted papers covered a wide range of important topics including but not limited to computing, electronics, artificial intelligence, robotics, security and communications and their applications to the real world. After a double-blind peer review process, 210 submissions (including 6 poster papers) have been selected to be included in these proceedings. One of the meaningful and valuable dimensions of this conference is the way it brings together a large group of technology geniuses in one venue to not only present breakthrough research in future technologies, but also to promote discussions and debate of relevant issues, challenges, opportunities and research findings. The authors hope that readers find the book interesting, exciting and inspiring.

Cassandra: The Definitive Guide, (Revised) Third Edition

Author : Jeff Carpenter
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 149209711X
Total Pages : 433 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Cassandra: The Definitive Guide, (Revised) Third Edition by : Jeff Carpenter

Download or read book Cassandra: The Definitive Guide, (Revised) Third Edition written by Jeff Carpenter and published by "O'Reilly Media, Inc.". This book was released on 2022-01-24 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene

High Performance MySQL

Author : Baron Schwartz
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596554753
Total Pages : 712 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis High Performance MySQL by : Baron Schwartz

Download or read book High Performance MySQL written by Baron Schwartz and published by "O'Reilly Media, Inc.". This book was released on 2008-06-18 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: High Performance MySQL is the definitive guide to building fast, reliable systems with MySQL. Written by noted experts with years of real-world experience building very large systems, this book covers every aspect of MySQL performance in detail, and focuses on robustness, security, and data integrity. High Performance MySQL teaches you advanced techniques in depth so you can bring out MySQL's full power. Learn how to design schemas, indexes, queries and advanced MySQL features for maximum performance, and get detailed guidance for tuning your MySQL server, operating system, and hardware to their fullest potential. You'll also learn practical, safe, high-performance ways to scale your applications with replication, load balancing, high availability, and failover. This second edition is completely revised and greatly expanded, with deeper coverage in all areas. Major additions include: Emphasis throughout on both performance and reliability Thorough coverage of storage engines, including in-depth tuning and optimizations for the InnoDB storage engine Effects of new features in MySQL 5.0 and 5.1, including stored procedures, partitioned databases, triggers, and views A detailed discussion on how to build very large, highly scalable systems with MySQL New options for backups and replication Optimization of advanced querying features, such as full-text searches Four new appendices The book also includes chapters on benchmarking, profiling, backups, security, and tools and techniques to help you measure, monitor, and manage your MySQL installations.

Performance Evaluation and Benchmarking

Author : Raghunath Nambiar
Publisher : Springer Nature
ISBN 13 : 3030944379
Total Pages : 163 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Performance Evaluation and Benchmarking by : Raghunath Nambiar

Download or read book Performance Evaluation and Benchmarking written by Raghunath Nambiar and published by Springer Nature. This book was released on 2022-01-14 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 13th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2021, held in August 2021. The 9 papers presented were carefully reviewed and selected from numerous submissions. The TPC encourages researchers and industry experts to present and debate novel ideas and methodologies in performance evaluation, measurement, and characterization.

High Performance MySQL

Author : Jeremy D. Zawodny
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596555164
Total Pages : 297 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis High Performance MySQL by : Jeremy D. Zawodny

Download or read book High Performance MySQL written by Jeremy D. Zawodny and published by "O'Reilly Media, Inc.". This book was released on 2004-04-08 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: As users come to depend on MySQL, they find that they have to deal with issues of reliability, scalability, and performance--issues that are not well documented but are critical to a smoothly functioning site. This book is an insider's guide to these little understood topics.Author Jeremy Zawodny has managed large numbers of MySQL servers for mission-critical work at Yahoo!, maintained years of contacts with the MySQL AB team, and presents regularly at conferences. Jeremy and Derek have spent months experimenting, interviewing major users of MySQL, talking to MySQL AB, benchmarking, and writing some of their own tools in order to produce the information in this book.In High Performance MySQL you will learn about MySQL indexing and optimization in depth so you can make better use of these key features. You will learn practical replication, backup, and load-balancing strategies with information that goes beyond available tools to discuss their effects in real-life environments. And you'll learn the supporting techniques you need to carry out these tasks, including advanced configuration, benchmarking, and investigating logs.Topics include: A review of configuration and setup options Storage engines and table types Benchmarking Indexes Query Optimization Application Design Server Performance Replication Load-balancing Backup and Recovery Security

Microservices Design Patterns with Java

Author : Sergey Seroukhov
Publisher : BPB Publications
ISBN 13 : 9355517009
Total Pages : 516 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Microservices Design Patterns with Java by : Sergey Seroukhov

Download or read book Microservices Design Patterns with Java written by Sergey Seroukhov and published by BPB Publications. This book was released on 2024-05-24 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Java microservices: The ultimate pattern guide KEY FEATURES ● Covers 70+ Java microservices patterns in detail. ● Practical code examples for immediate application. ● Strategies from architecture to deployment explained. DESCRIPTION Microservices, a popular software architecture style, breaks down applications into small, independent services built with Java, a versatile and widely used programming language. This book serves as a roadmap for mastering design patterns that solve common problems encountered during microservices development in Java. Start with microservices setup for team success. Discover various architectural styles and communication approaches for seamless service interaction. Learn effective data management within microservices. Acquire skills for handling unforeseen scenarios in transactions and crafting secure APIs for user service access. Lastly, grasp crucial monitoring, testing, and deployment practices to identify and address issues, ensuring smooth production deployment. "Microservices Design Patterns with Java" positions itself as an indispensable tool in the arsenal of today’s software professionals. It not only aids in navigating the complexities of microservices architecture but also enhances the reader's ability to deliver robust, high-quality software solutions efficiently. WHAT YOU WILL LEARN ● Architect scalable, resilient microservices using Java-based design patterns. ● Implement efficient communication and data management strategies within microservices. ● Design secure, robust external APIs for microservices integration and interaction. ● Monitor and maintain microservices with advanced logging, tracing, and health checks. ● Deploy microservices with Docker, Kubernetes, and serverless platforms effectively. ● Automate CI/CD pipelines for microservices for streamlined development and deployment. WHO THIS BOOK IS FOR This book is for seasoned microservices developers seeking to expand their repertoire of design patterns and practices, as well as for newcomers looking for comprehensive guidance on patterns and practices throughout the entire development lifecycle. It is tailored for architects, developers, team leads, and DevOps engineers. TABLE OF CONTENTS 1. Defining Product Vision and Organization Structure 2. Architecting Microservices Systems 3. Organizing and Documenting Code 4. Configuring Microservices 5. Implementing Communication 6. Working with Data 7. Handling Complex Business Transactions 8. Exposing External APIs 9. Monitoring Microservices 10. Packaging Microservices 11. Testing Microservices 12. Scripting Environments 13. Automating CI/CD Pipelines 14. Assembling and Deploying Products

The Essential Criteria of Graph Databases

Author : Ricky Sun
Publisher : Elsevier
ISBN 13 : 0443141630
Total Pages : 398 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis The Essential Criteria of Graph Databases by : Ricky Sun

Download or read book The Essential Criteria of Graph Databases written by Ricky Sun and published by Elsevier. This book was released on 2024-01-18 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although AI has incredible potential, it has three weak links: 1. Blackbox, lack of explainability2. Silos, slews of siloed systems across the AI ecosystem3. Low-performance, most of ML/DL based AI systems are SLOW.Fixing these problems will pave the road to strong and effective AI. Graph databases, particularly high-performance graph database or graph computing, should allow this to happen.The Essential Criteria of Graph Databases simply broadens the horizon of graph applications. The book collects several truly innovative graph applications in asset-liability and liquidity risk management, which hopefully will spark readers' interest in further broaden the reach and applicable domains of graph systems. - Presents updates on the essential criteria of graph database(s) and how they are quite different from traditional relational database or other types of NoSQL DBMS or any of those big-data frameworks (i.e., Hadoop, Spark, etc.) - Clearly points out the key criteria that readers should pay attention to - Teaches users how to avoid common mistakes and how to get hands-on with system architecture design, benchmarking or selection of an appropriate graph platform/vendor-system

Big Data Management, Technologies, and Applications

Author : Hu, Wen-Chen
Publisher : IGI Global
ISBN 13 : 1466647000
Total Pages : 509 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data Management, Technologies, and Applications by : Hu, Wen-Chen

Download or read book Big Data Management, Technologies, and Applications written by Hu, Wen-Chen and published by IGI Global. This book was released on 2013-10-31 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book discusses the exponential growth of information size and the innovative methods for data capture, storage, sharing, and analysis for big data"--Provided by publisher.