Software Architecture for Big Data and the Cloud

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  • Publisher : Morgan Kaufmann
  • Release : 12 June 2017
  • ISBN : 9780128093382
  • Page : 470 pages
  • Rating : 4.5/5 from 103 voters

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Software Architecture for Big Data and the Cloud is designed to be a single resource that brings together research on how software architectures can solve the challenges imposed by building big data software systems. The challenges of big data on the software architecture can relate to scale, security, integrity, performance, concurrency, parallelism, and dependability, amongst others. Big data handling requires rethinking architectural solutions to meet functional and non-functional requirements related to volume, variety and velocity. The book's editors have varied and complementary backgrounds in requirements and architecture, specifically in software architectures for cloud and big data, as well as expertise in software engineering for cloud and big data. This book brings together work across different disciplines in software engineering, including work expanded from conference tracks and workshops led by the editors. Discusses systematic and disciplined approaches to building software architectures for cloud and big data with state-of-the-art methods and techniques Presents case studies involving enterprise, business, and government service deployment of big data applications Shares guidance on theory, frameworks, methodologies, and architecture for cloud and big data

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Software Architecture for Big Data and the Cloud

Software Architecture for Big Data and the Cloud
  • Author : Ivan Mistrik,Rami Bahsoon,Nour Ali,Maritta Heisel,Bruce Maxim
  • Publisher : Morgan Kaufmann
  • Release Date : 2017-06-12
  • ISBN : 9780128093382
GET THIS BOOKSoftware Architecture for Big Data and the Cloud

Software Architecture for Big Data and the Cloud is designed to be a single resource that brings together research on how software architectures can solve the challenges imposed by building big data software systems. The challenges of big data on the software architecture can relate to scale, security, integrity, performance, concurrency, parallelism, and dependability, amongst others. Big data handling requires rethinking architectural solutions to meet functional and non-functional requirements related to volume, variety and velocity. The book's editors have varied

Big Data Application Architecture Q&A

Big Data Application Architecture Q&A
  • Author : Nitin Sawant,Himanshu Shah
  • Publisher : Apress
  • Release Date : 2014-01-24
  • ISBN : 9781430262930
GET THIS BOOKBig Data Application Architecture Q&A

Big Data Application Architecture Pattern Recipes provides an insight into heterogeneous infrastructures, databases, and visualization and analytics tools used for realizing the architectures of big data solutions. Its problem-solution approach helps in selecting the right architecture to solve the problem at hand. In the process of reading through these problems, you will learn harness the power of new big data opportunities which various enterprises use to attain real-time profits. Big Data Application Architecture Pattern Recipes answers one of the most

Modern Big Data Architectures

Modern Big Data Architectures
  • Author : Dominik Ryzko
  • Publisher : John Wiley & Sons
  • Release Date : 2020-04-09
  • ISBN : 9781119597933
GET THIS BOOKModern Big Data Architectures

Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing and consumption of this data becomes more and more distributed. As a result, applications increasingly require multiple agents that can work together. A multi-agent system (MAS) is a self-organized computer system that

Collaboration in a Data-Rich World

Collaboration in a Data-Rich World
  • Author : Luis M. Camarinha-Matos,Hamideh Afsarmanesh,Rosanna Fornasiero
  • Publisher : Springer
  • Release Date : 2017-09-06
  • ISBN : 9783319651514
GET THIS BOOKCollaboration in a Data-Rich World

This book constitutes the refereed proceedings of the 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, held in Vicenza, Italy, in September 2017. The 68 revised full papers were carefully reviewed and selected from 159 submissions. They provide a comprehensive overview of identified challenges and recent advances in various collaborative network (CN) domains and their applications, with a strong focus on the following areas: collaborative models, platforms and systems for data-rich worlds; manufacturing ecosystem and collaboration in Industry 4.0; big data analytics and

Handbook of Research on Big Data and the IoT

Handbook of Research on Big Data and the IoT
  • Author : Kaur, Gurjit,Tomar, Pradeep
  • Publisher : IGI Global
  • Release Date : 2019-03-29
  • ISBN : 9781522574330
GET THIS BOOKHandbook of Research on Big Data and the IoT

The increase in connected devices in the internet of things (IoT) is leading to an exponential increase in the data that an organization is required to manage. To successfully utilize IoT in businesses, big data analytics are necessary in order to efficiently sort through the increased data. The combination of big data and IoT can thus enable new monitoring services and powerful processing of sensory data streams. The Handbook of Research on Big Data and the IoT is a pivotal

Big Data Architect’s Handbook

Big Data Architect’s Handbook
  • Author : Syed Muhammad Fahad Akhtar
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-06-21
  • ISBN : 9781788836388
GET THIS BOOKBig Data Architect’s Handbook

A comprehensive end-to-end guide that gives hands-on practice in big data and Artificial Intelligence Key Features Learn to build and run a big data application with sample code Explore examples to implement activities that a big data architect performs Use Machine Learning and AI for structured and unstructured data Book Description The big data architects are the “masters” of data, and hold high value in today’s market. Handling big data, be it of good or bad quality, is not

The Enterprise Cloud

The Enterprise Cloud
  • Author : James Bond
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2015-05-19
  • ISBN : 9781491907856
GET THIS BOOKThe Enterprise Cloud

Despite the buzz surrounding the cloud computing, only a small percentage of organizations have actually deployed this new style of IT—so far. If you're planning your long-term cloud strategy, this practical book provides insider knowledge and actionable real-world lessons regarding planning, design, operations, security, and application transformation. This book teaches business and technology managers how to transition their organization's traditional IT to cloud computing. Rather than yet another book trying to sell or convince readers on the benefits of

Knowledge Management in the Development of Data-Intensive Systems

Knowledge Management in the Development of Data-Intensive Systems
  • Author : Ivan Mistrik,Matthias Galster,Bruce R. Maxim,Bedir Tekinerdogan
  • Publisher : CRC Press
  • Release Date : 2021-06-15
  • ISBN : 9781000387414
GET THIS BOOKKnowledge Management in the Development of Data-Intensive Systems

Data-intensive systems are software applications that process and generate Big Data. Data-intensive systems support the use of large amounts of data strategically and efficiently to provide intelligence. For example, examining industrial sensor data or business process data can enhance production, guide proactive improvements of development processes, or optimize supply chain systems. Designing data-intensive software systems is difficult because distribution of knowledge across stakeholders creates a symmetry of ignorance, because a shared vision of the future requires the development of new

Cloud Application Architectures

Cloud Application Architectures
  • Author : George Reese
  • Publisher : "O'Reilly Media, Inc."
  • Release Date : 2009-04-01
  • ISBN : 0596555482
GET THIS BOOKCloud Application Architectures

If you're involved in planning IT infrastructure as a network or system architect, system administrator, or developer, this book will help you adapt your skills to work with these highly scalable, highly redundant infrastructure services. While analysts hotly debate the advantages and risks of cloud computing, IT staff and programmers are left to determine whether and how to put their applications into these virtualized services. Cloud Application Architectures provides answers -- and critical guidance -- on issues of cost, availability,

Integration of Cloud Computing with Internet of Things

Integration of Cloud Computing with Internet of Things
  • Author : Monika Mangla,Suneeta Satpathy,Bhagirathi Nayak,Sachi Nandan Mohanty
  • Publisher : John Wiley & Sons
  • Release Date : 2021-04-13
  • ISBN : 9781119768876
GET THIS BOOKIntegration of Cloud Computing with Internet of Things

The book aims to integrate the aspects of IoT, Cloud computing and data analytics from diversified perspectives. The book also plans to discuss the recent research trends and advanced topics in the field which will be of interest to academicians and researchers working in this area. Thus, the book intends to help its readers to understand and explore the spectrum of applications of IoT, cloud computing and data analytics. Here, it is also worth mentioning that the book is believed

Applications and Approaches to Object-Oriented Software Design: Emerging Research and Opportunities

Applications and Approaches to Object-Oriented Software Design: Emerging Research and Opportunities
  • Author : Altan, Zeynep
  • Publisher : IGI Global
  • Release Date : 2019-11-29
  • ISBN : 9781799821441
GET THIS BOOKApplications and Approaches to Object-Oriented Software Design: Emerging Research and Opportunities

In today’s modernized environment, a growing number of software companies are changing their traditional engineering approaches in response to the rapid development of computing technologies. As these businesses adopt modern software engineering practices, they face various challenges including the integration of current methodologies and contemporary design models and the refactoring of existing systems using advanced approaches. Applications and Approaches to Object-Oriented Software Design: Emerging Research and Opportunities is a pivotal reference source that provides vital research on the development

Data Management and Analysis

Data Management and Analysis
  • Author : Reda Alhajj,Mohammad Moshirpour,Behrouz Far
  • Publisher : Springer Nature
  • Release Date : 2019-12-20
  • ISBN : 9783030325879
GET THIS BOOKData Management and Analysis

Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within data management and analysis. This edited volume contains practical case studies, and will appeal to students, researchers and professionals working in data management and analysis

Information Granularity, Big Data, and Computational Intelligence

Information Granularity, Big Data, and Computational Intelligence
  • Author : Witold Pedrycz,Shyi-Ming Chen
  • Publisher : Springer
  • Release Date : 2014-07-14
  • ISBN : 9783319082547
GET THIS BOOKInformation Granularity, Big Data, and Computational Intelligence

The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3V (volume, variability and velocity) challenges led to the emergence of new techniques and tools in data visualization, acquisition, and serialization. Soft Computing being regarded as a plethora

Technologies and Applications for Big Data Value

Technologies and Applications for Big Data Value
  • Author : Edward Curry
  • Publisher : Springer Nature
  • Release Date : 2022-06-26
  • ISBN : 9783030783075
GET THIS BOOKTechnologies and Applications for Big Data Value

Computational Intelligence Applications in Business Intelligence and Big Data Analytics

Computational Intelligence Applications in Business Intelligence and Big Data Analytics
  • Author : Vijayan Sugumaran,Arun Kumar Sangaiah,Arunkumar Thangavelu
  • Publisher : CRC Press
  • Release Date : 2017-06-26
  • ISBN : 9781351720243
GET THIS BOOKComputational Intelligence Applications in Business Intelligence and Big Data Analytics

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case studies and applications in big data analytics, and business intelligence. The intended audiences of this book are scientists, professionals, researchers, and academicians who deal with the new challenges and advances in the specific areas mentioned