Bases De Donnees Nosql Et Big Data

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Les bases de données NoSQL et le BigData

Author : Rudi Bruchez
Publisher : Editions Eyrolles
ISBN 13 : 2212307934
Total Pages : 331 pages
Book Rating : 4.2/5 (123 download)

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Book Synopsis Les bases de données NoSQL et le BigData by : Rudi Bruchez

Download or read book Les bases de données NoSQL et le BigData written by Rudi Bruchez and published by Editions Eyrolles. This book was released on 2015-04-29 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Des bases pour la performance et le Big Data En quelques années, le volume des données brassées par les entreprises a considérablement augmenté. Émanant de sources diverses (transactions, comportements, réseaux sociaux, géolocalisation...), elles sont souvent structurées autour d'un seul point d'entrée, la clé, et susceptibles de croître très rapidement. Autant de caractéristiques qui les rendent très difficiles à traiter avec des outils classiques de gestion de données. Par ailleurs, l'analyse de grands volumes de données, ce qu'on appelle le Big Data, défie également les moteurs de bases de données traditionnels. C'est pour répondre à ces différentes problématiques que sont nées les bases de données NoSQL (Not Only SQL), sous l'impulsion de grands acteurs du Web comme Facebook ou Google, qui les avaient développées à l'origine pour leurs besoins propres. Grâce à leur flexibilité et leur souplesse, ces bases non relationnelles permettent en effet de gérer de gros volumes de données hétérogènes sur un ensemble de serveurs de stockage distribués, avec une capacité de montée en charge très élevée. Elles peuvent aussi fournir des accès de paires clé-valeur en mémoire avec une très grande célérité. Réservées jusqu'à peu à une minorité, elles tendent aujourd'hui à se poser en complément du modèle relationnel qui dominait le marché depuis plus de 30 ans. Du choix de la base NoSQL à sa mise en oeuvre Cet ouvrage d'une grande clarté dresse un panorama complet des bases de données NoSQL, en analysant en toute objectivité leurs avantages et inconvénients. Dans une première partie, il présente les grands principes de ces bases non relationnelles : interface avec le code client, architecture distribuée, paradigme MapReduce, etc. Il détaille ensuite dans une deuxième partie les principales solutions existantes (les solutions de Big Data autour de Hadoop, MongoDB, Cassandra, Couchbase Server...), en précisant spécificités, forces et faiblesses de chacune. Complétée par une étude de cas réel, la dernière partie du livre est consacrée au déploiement concret de ces bases : dans quel cas passer au NoSQL ? quelle base adopter selon ses besoins ? quelles données basculer en NoSQL ? comment mettre en place une telle base ? comment la maintenir et superviser ses performances ? À qui s'adresse cet ouvrage ? Aux experts en bases de données, architectes logiciels, développeurs... Aux chefs de projet qui s'interrogent sur le passage au NoSQL

Bridging Relational and NoSQL Databases

Author : Gaspar, Drazena
Publisher : IGI Global
ISBN 13 : 1522533869
Total Pages : 357 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Bridging Relational and NoSQL Databases by : Gaspar, Drazena

Download or read book Bridging Relational and NoSQL Databases written by Gaspar, Drazena and published by IGI Global. This book was released on 2017-11-30 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: Relational databases have been predominant for many years and are used throughout various industries. The current system faces challenges related to size and variety of data thus the NoSQL databases emerged. By joining these two database models, there is room for crucial developments in the field of computer science. Bridging Relational and NoSQL Databases is an innovative source of academic content on the convergence process between databases and describes key features of the next database generation. Featuring coverage on a wide variety of topics and perspectives such as BASE approach, CAP theorem, and hybrid and native solutions, this publication is ideally designed for professionals and researchers interested in the features and collaboration of relational and NoSQL databases.

Les bases de données NoSQL et le big data

Author : Rudi Bruchez
Publisher :
ISBN 13 : 9782212341249
Total Pages : pages
Book Rating : 4.3/5 (412 download)

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Book Synopsis Les bases de données NoSQL et le big data by : Rudi Bruchez

Download or read book Les bases de données NoSQL et le big data written by Rudi Bruchez and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

SQL and NoSQL Databases

Author : Michael Kaufmann
Publisher : Springer Nature
ISBN 13 : 3031279085
Total Pages : 263 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis SQL and NoSQL Databases by : Michael Kaufmann

Download or read book SQL and NoSQL Databases written by Michael Kaufmann and published by Springer Nature. This book was released on 2023-06-29 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook offers a comprehensive introduction to relational (SQL) and non-relational (NoSQL) databases. The authors thoroughly review the current state of database tools and techniques and examine upcoming innovations. In the first five chapters, the authors analyze in detail the management, modeling, languages, security, and architecture of relational databases, graph databases, and document databases. Moreover, an overview of other SQL- and NoSQL-based database approaches is provided. In addition to classic concepts such as the entity and relationship model and its mapping in SQL database schemas, query languages or transaction management, other aspects for NoSQL databases such as non-relational data models, document and graph query languages (MQL, Cypher), the Map/Reduce procedure, distribution options (sharding, replication) or the CAP theorem (Consistency, Availability, Partition Tolerance) are explained. This 2nd English edition offers a new in-depth introduction to document databases with a method for modeling document structures, an overview of the document-oriented MongoDB query language MQL as well as security and architecture aspects. The topic of database security is newly introduced as a separate chapter and analyzed in detail with regard to data protection, integrity, and transactions. Texts on data management, database programming, and data warehousing and data lakes have been updated. In addition, the book now explains the concepts of JSON, JSON schema, BSON, index-free neighborhood, cloud databases, search engines and time series databases. The book includes more than 100 tables, examples and illustrations, and each chapter offers a list of resources for further reading. It conveys an in-depth comparison of relational and non-relational approaches and shows how to undertake development for big data applications. This way, it benefits students and practitioners working across the broad field of data science and applied information technology.

SQL & NoSQL Databases

Author : Andreas Meier
Publisher : Springer
ISBN 13 : 3658245492
Total Pages : 238 pages
Book Rating : 4.6/5 (582 download)

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Book Synopsis SQL & NoSQL Databases by : Andreas Meier

Download or read book SQL & NoSQL Databases written by Andreas Meier and published by Springer. This book was released on 2019-07-05 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive introduction to relational (SQL) and non-relational (NoSQL) databases. The authors thoroughly review the current state of database tools and techniques, and examine coming innovations. The book opens with a broad look at data management, including an overview of information systems and databases, and an explanation of contemporary database types: SQL and NoSQL databases, and their respective management systems The nature and uses of Big Data A high-level view of the organization of data management Data Modeling and Consistency Chapter-length treatment is afforded Data Modeling in both relational and graph databases, including enterprise-wide data architecture, and formulas for database design. Coverage of languages extends from an overview of operators, to SQL and and QBE (Query by Example), to integrity constraints and more. A full chapter probes the challenges of Ensuring Data Consistency, covering: Multi-User Operation Troubleshooting Consistency in Massive Distributed Data Comparison of the ACID and BASE consistency models, and more System Architecture also gets from its own chapter, which explores Processing of Homogeneous and Heterogeneous Data; Storage and Access Structures; Multi-dimensional Data Structures and Parallel Processing with MapReduce, among other topics. Post-Relational and NoSQL Databases The chapter on post-relational databases discusses the limits of SQL – and what lies beyond, including Multi-Dimensional Databases, Knowledge Bases and and Fuzzy Databases. A final chapter covers NoSQL Databases, along with Development of Non-Relational Technologies, Key-Value, Column-Family and Document Stores XML Databases and Graphic Databases, and more The book includes more than 100 tables, examples and illustrations, and each chapter offers a list of resources for further reading. SQL & NoSQL Databases conveys the strengths and weaknesses of relational and non-relational approaches, and shows how to undertake development for big data applications. The book benefits readers including students and practitioners working across the broad field of applied information technology. This textbook has been recommended and developed for university courses in Germany, Austria and Switzerland.

Bases de données NoSQL et Big Data

Author : Philippe Lacomme
Publisher :
ISBN 13 : 9782340002616
Total Pages : 312 pages
Book Rating : 4.0/5 (26 download)

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Book Synopsis Bases de données NoSQL et Big Data by : Philippe Lacomme

Download or read book Bases de données NoSQL et Big Data written by Philippe Lacomme and published by . This book was released on 2014 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Les bases de données NoSQL, ou non relationnelles, procèdent d'une logique différente du modèle SQL pour stocker de très grands volumes de données de natures variées. Elles s'affranchissent des contraintes classiques et fournissent une architecture nouvelle, souple et performante. Le Big Data rassemble des technologies répondant aux 4 V : Volume important, Variété d'informations, Vélocité du traitement, Variabilité des sources. L'ouvrage s'emploie à rendre ces techniques accessibles. Il propose une présentation synthétique des systèmes de bases de données NoSQL dans une approche transversale sur plusieurs plateformes : NetBeans et Eclipse. Le propos est constamment illustré par de nombreux exemples implémentés sous forme de travaux pratiques utilisant : Oracle, MongoDB, Cassandra, Neo4j, Redi et Hbase. Des vidéos et des compléments gratuits sont disponibles sur le site web du livre.

Oracle NoSQL Database

Author : Maqsood Alam
Publisher : McGraw Hill Professional
ISBN 13 : 0071816542
Total Pages : 258 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Oracle NoSQL Database by : Maqsood Alam

Download or read book Oracle NoSQL Database written by Maqsood Alam and published by McGraw Hill Professional. This book was released on 2013-12-06 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Oracle NoSQL Database Enable highly reliable, scalable, and available data. Oracle NoSQL Database: Real-Time Big Data Management for the Enterprise shows you how to take full advantage of this cost-effective solution for storing, retrieving, and updating high-volume, unstructured data. The book covers installation, configuration, application development, capacity planning and sizing, and integration with other enterprise data center products. Real-world examples illustrate the concepts presented in this Oracle Press guide. Understand Oracle NoSQL Database architecture and the underlying data storage engine, Oracle Berkeley DB Install and configure Oracle NoSQL Database for optimal performance Develop complex, distributed applications using a rich set of APIs Read and write data into the Oracle NoSQL Database key-value store Apply an Avro schema to the value portion of the key-value pair using Avro bindings Learn best practices for capacity planning and sizing an enterpriselevel Oracle NoSQL Database deployment Integrate Oracle NoSQL Database with Oracle Database, Oracle Event Processing, and Hadoop Code examples from the book are available for download at www.OraclePressBooks.com.

Enjeux et usages du Big Data : Technologies, méthodes et mise en oeuvre

Author : BRASSEUR Christophe
Publisher : Lavoisier
ISBN 13 : 2746295202
Total Pages : 226 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Enjeux et usages du Big Data : Technologies, méthodes et mise en oeuvre by : BRASSEUR Christophe

Download or read book Enjeux et usages du Big Data : Technologies, méthodes et mise en oeuvre written by BRASSEUR Christophe and published by Lavoisier. This book was released on 2013-04-01 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Le développement spectaculaire d’internet, des réseaux sociaux, de la technologie mobile et la multiplication des capteurs provoquent une croissance exponentielle des données à laquelle les entreprises doivent faire face : c’est le phénomène du Big Data. Ses enjeux sont considérables. Au-delà de la simple question technique du stockage, il offre la possibilité de tirer profit du contenu de ces nouvelles sources d’information. Les solutions décisionnelles classiques laissent progressivement place au Business Analytics et aux méthodes prédictives, transformant l’avalanche de données en valeur ajoutée. La technologie est aujourd’hui disponible, les bases de données traditionnelles ont évolué et les solutions dédiées à l’exploitation des données massives, telles que Hadoop, sont désormais opérationnelles. S’appuyant sur différents cas pratiques, Enjeux et usages du Big Data met l’accent sur les méthodes, les techniques et les ressources nécessaires pour permettre aux entreprises d’entrer avec succès dans l’ère de l’information à grande échelle.

Big Data Computing

Author : Rajendra Akerkar
Publisher : CRC Press
ISBN 13 : 1466578378
Total Pages : 566 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Big Data Computing by : Rajendra Akerkar

Download or read book Big Data Computing written by Rajendra Akerkar and published by CRC Press. This book was released on 2013-12-05 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to market forces and technological evolution, Big Data computing is developing at an increasing rate. A wide variety of novel approaches and tools have emerged to tackle the challenges of Big Data, creating both more opportunities and more challenges for students and professionals in the field of data computation and analysis. Presenting a mix of industry cases and theory, Big Data Computing discusses the technical and practical issues related to Big Data in intelligent information management. Emphasizing the adoption and diffusion of Big Data tools and technologies in industry, the book introduces a broad range of Big Data concepts, tools, and techniques. It covers a wide range of research, and provides comparisons between state-of-the-art approaches. Comprised of five sections, the book focuses on: What Big Data is and why it is important Semantic technologies Tools and methods Business and economic perspectives Big Data applications across industries

A Deep Dive into NoSQL Databases: The Use Cases and Applications

Author :
Publisher : Academic Press
ISBN 13 : 0128137878
Total Pages : 402 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis A Deep Dive into NoSQL Databases: The Use Cases and Applications by :

Download or read book A Deep Dive into NoSQL Databases: The Use Cases and Applications written by and published by Academic Press. This book was released on 2018-04-20 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Deep Dive into NoSQL Databases: The Use Cases and Applications, Volume 109, the latest release in the Advances in Computers series first published in 1960, presents detailed coverage of innovations in computer hardware, software, theory, design and applications. In addition, it provides contributors with a medium in which they can explore their subjects in greater depth and breadth. This update includes sections on NoSQL and NewSQL databases for big data analytics and distributed computing, NewSQL databases and scalable in-memory analytics, NoSQL web crawler application, NoSQL Security, a Comparative Study of different In-Memory (No/New)SQL Databases, NoSQL Hands On-4 NoSQLs, the Hadoop Ecosystem, and more. - Provides a very comprehensive, yet compact, book on the popular domain of NoSQL databases for IT professionals, practitioners and professors - Articulates and accentuates big data analytics and how it gets simplified and streamlined by NoSQL database systems - Sets a stimulating foundation with all the relevant details for NoSQL database researchers, developers and administrators

Big Data in Complex Systems

Author : Aboul Ella Hassanien
Publisher : Springer
ISBN 13 : 331911056X
Total Pages : 502 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Big Data in Complex Systems by : Aboul Ella Hassanien

Download or read book Big Data in Complex Systems written by Aboul Ella Hassanien and published by Springer. This book was released on 2015-01-02 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides challenges and Opportunities with updated, in-depth material on the application of Big data to complex systems in order to find solutions for the challenges and problems facing big data sets applications. Much data today is not natively in structured format; for example, tweets and blogs are weakly structured pieces of text, while images and video are structured for storage and display, but not for semantic content and search. Therefore transforming such content into a structured format for later analysis is a major challenge. Data analysis, organization, retrieval, and modeling are other foundational challenges treated in this book. The material of this book will be useful for researchers and practitioners in the field of big data as well as advanced undergraduate and graduate students. Each of the 17 chapters in the book opens with a chapter abstract and key terms list. The chapters are organized along the lines of problem description, related works, and analysis of the results and comparisons are provided whenever feasible.

NoSQL for Mere Mortals

Author : Dan Sullivan
Publisher : Pearson Education
ISBN 13 : 0134023218
Total Pages : 546 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis NoSQL for Mere Mortals by : Dan Sullivan

Download or read book NoSQL for Mere Mortals written by Dan Sullivan and published by Pearson Education. This book was released on 2015 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: NoSQL for Mere Mortals is an easy, practical guide to succeeding with NoSQL in your environment. Students are guided step-by-step through choosing technologies, designing high-performance databases, and planning for long-term maintenance. The author introduces each type of NoSQL database, shows how to install and manage them, and demonstrates how to leverage their features while avoiding common mistakes that lead to poor performance and unmet requirements. He uses four popular NoSQL databases as reference models: MongoDB, a document database; Cassandra, a column family data store; Redis, a key-value database; and Neo4j, a graph database.

SQL on Big Data

Author : Sumit Pal
Publisher : Apress
ISBN 13 : 1484222474
Total Pages : 165 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis SQL on Big Data by : Sumit Pal

Download or read book SQL on Big Data written by Sumit Pal and published by Apress. This book was released on 2016-11-17 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn various commercial and open source products that perform SQL on Big Data platforms. You will understand the architectures of the various SQL engines being used and how the tools work internally in terms of execution, data movement, latency, scalability, performance, and system requirements. This book consolidates in one place solutions to the challenges associated with the requirements of speed, scalability, and the variety of operations needed for data integration and SQL operations. After discussing the history of the how and why of SQL on Big Data, the book provides in-depth insight into the products, architectures, and innovations happening in this rapidly evolving space. SQL on Big Data discusses in detail the innovations happening, the capabilities on the horizon, and how they solve the issues of performance and scalability and the ability to handle different data types. The book covers how SQL on Big Data engines are permeating the OLTP, OLAP, and Operational analytics space and the rapidly evolving HTAP systems. You will learn the details of: Batch Architectures—Understand the internals and how the existing Hive engine is built and how it is evolving continually to support new features and provide lower latency on queries Interactive Architectures—Understanding how SQL engines are architected to support low latency on large data sets Streaming Architectures—Understanding how SQL engines are architected to support queries on data in motion using in-memory and lock-free data structures Operational Architectures—Understanding how SQL engines are architected for transactional and operational systems to support transactions on Big Data platforms Innovative Architectures—Explore the rapidly evolving newer SQL engines on Big Data with innovative ideas and concepts Who This Book Is For: Business analysts, BI engineers, developers, data scientists and architects, and quality assurance professionals/div

Next Generation Databases

Author : Guy Harrison
Publisher : Apress
ISBN 13 : 1484213297
Total Pages : 244 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Next Generation Databases by : Guy Harrison

Download or read book Next Generation Databases written by Guy Harrison and published by Apress. This book was released on 2015-12-30 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: "It’s not easy to find such a generous book on big data and databases. Fortunately, this book is the one." Feng Yu. Computing Reviews. June 28, 2016. This is a book for enterprise architects, database administrators, and developers who need to understand the latest developments in database technologies. It is the book to help you choose the correct database technology at a time when concepts such as Big Data, NoSQL and NewSQL are making what used to be an easy choice into a complex decision with significant implications. The relational database (RDBMS) model completely dominated database technology for over 20 years. Today this "one size fits all" stability has been disrupted by a relatively recent explosion of new database technologies. These paradigm-busting technologies are powering the "Big Data" and "NoSQL" revolutions, as well as forcing fundamental changes in databases across the board. Deciding to use a relational database was once truly a no-brainer, and the various commercial relational databases competed on price, performance, reliability, and ease of use rather than on fundamental architectures. Today we are faced with choices between radically different database technologies. Choosing the right database today is a complex undertaking, with serious economic and technological consequences. Next Generation Databases demystifies today’s new database technologies. The book describes what each technology was designed to solve. It shows how each technology can be used to solve real word application and business problems. Most importantly, this book highlights the architectural differences between technologies that are the critical factors to consider when choosing a database platform for new and upcoming projects. Introduces the new technologies that have revolutionized the database landscape Describes how each technology can be used to solve specific application or business challenges Reviews the most popular new wave databases and how they use these new database technologies

NoSQL For Dummies

Author : Adam Fowler
Publisher : John Wiley & Sons
ISBN 13 : 1118905741
Total Pages : 456 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis NoSQL For Dummies by : Adam Fowler

Download or read book NoSQL For Dummies written by Adam Fowler and published by John Wiley & Sons. This book was released on 2015-02-24 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get up to speed on the nuances of NoSQL databases and what they mean for your organization This easy to read guide to NoSQL databases provides the type of no-nonsense overview and analysis that you need to learn, including what NoSQL is and which database is right for you. Featuring specific evaluation criteria for NoSQL databases, along with a look into the pros and cons of the most popular options, NoSQL For Dummies provides the fastest and easiest way to dive into the details of this incredible technology. You'll gain an understanding of how to use NoSQL databases for mission-critical enterprise architectures and projects, and real-world examples reinforce the primary points to create an action-oriented resource for IT pros. If you're planning a big data project or platform, you probably already know you need to select a NoSQL database to complete your architecture. But with options flooding the market and updates and add-ons coming at a rapid pace, determining what you require now, and in the future, can be a tall task. This is where NoSQL For Dummies comes in! Learn the basic tenets of NoSQL databases and why they have come to the forefront as data has outpaced the capabilities of relational databases Discover major players among NoSQL databases, including Cassandra, MongoDB, MarkLogic, Neo4J, and others Get an in-depth look at the benefits and disadvantages of the wide variety of NoSQL database options Explore the needs of your organization as they relate to the capabilities of specific NoSQL databases Big data and Hadoop get all the attention, but when it comes down to it, NoSQL databases are the engines that power many big data analytics initiatives. With NoSQL For Dummies, you'll go beyond relational databases to ramp up your enterprise's data architecture in no time.

NoSQL

Author : Ganesh Chandra Deka
Publisher : CRC Press
ISBN 13 : 1351651625
Total Pages : 566 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis NoSQL by : Ganesh Chandra Deka

Download or read book NoSQL written by Ganesh Chandra Deka and published by CRC Press. This book was released on 2017-05-19 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the advanced databases for the cloud-based application known as NoSQL. It will explore the recent advancements in NoSQL database technology. Chapters on structured, unstructured and hybrid databases will be included to explore bigdata analytics, bigdata storage and processing. The book is likely to cover a wide range of topics such as cloud computing, social computing, bigdata and advanced databases processing techniques.

Real-Time & Stream Data Management

Author : Wolfram Wingerath
Publisher : Springer
ISBN 13 : 3030105555
Total Pages : 84 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Real-Time & Stream Data Management by : Wolfram Wingerath

Download or read book Real-Time & Stream Data Management written by Wolfram Wingerath and published by Springer. This book was released on 2019-01-02 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: While traditional databases excel at complex queries over historical data, they are inherently pull-based and therefore ill-equipped to push new information to clients. Systems for data stream management and processing, on the other hand, are natively pushoriented and thus facilitate reactive behavior. However, they do not retain data indefinitely and are therefore not able to answer historical queries. The book provides an overview over the different (push-based) mechanisms for data retrieval in each system class and the semantic differences between them. It also provides a comprehensive overview over the current state of the art in real-time databases. It sfirst includes an in-depth system survey of today's real-time databases: Firebase, Meteor, RethinkDB, Parse, Baqend, and others. Second, the high-level classification scheme illustrated above provides a gentle introduction into the system space of data management: Abstracting from the extreme system diversity in this field, it helps readers build a mental model of the available options.