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Predictive Analytics in Cloud, Fog, and Edge Computing, Thakkar


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Цена: 23757.00р.
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При оформлении заказа до: 2025-09-29
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Автор: Thakkar
Название:  Predictive Analytics in Cloud, Fog, and Edge Computing
ISBN: 9783031180330
Издательство: Springer
Классификация:




ISBN-10: 303118033X
Обложка/Формат: Hardback
Страницы: 248
Вес: 0.56 кг.
Дата издания: 31.12.2022
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 71 tables, color; x, 248 p.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Perspectives and practices of blockchain, iot, and 5g
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book covers the relationship of recent technologies (such as Blockchain, IoT, and 5G) with the cloud computing as well as fog computing, and mobile edge computing. The relationship will not be limited to only architecture proposal, trends, and technical advancements. However, the book also explores the possibility of predictive analytics in cloud computing with respect to Blockchain, IoT, and 5G. The recent advancements in the internet-supported distributed computing i.e. cloud computing, has made it possible to process the bulk amount of data in a parallel and distributed. This has made it a lucrative technology to process the data generated from technologies such as Blockchain, IoT, and 5G. However, there are several issues a Cloud Service Provider (CSP) encounters, such as Blockchain security in cloud, IoT elasticity and scalability management in cloud, Service Level Agreement (SLA) compliances for 5G, Resource management, Load balancing, and Fault-tolerance. This edited book will discuss the aforementioned issues in connection with Blockchain, IoT, and 5G. Moreover, the book discusses how the cloud computing is not sufficient and one needs to use fog computing, and edge computing to efficiently process the data generated from IoT, and 5G. Moreover, the book shows how smart city, smart healthcare system, and smart communities are few of the most relevant IoT applications where fog computing plays a significant role. The book discusses the limitation of fog computing and the need for the edge computing to further reduce the network latency to process streaming data from IoT devices. The book also explores power of predictive analytics of Blockchain, IoT, and 5G data in cloud computing with its sister technologies. Since, the amount of resources increases day-by day, artificial intelligence (AI) tools are becoming more popular due to their capability which can be used in solving wide variety of issues, such as minimize the energy consumption of physical servers, optimize the service cost, improve the quality of experience, increase the service availability, efficiently handle the huge data flow, manages the large number of IoT devices, etc.
Дополнительное описание: Chapter. 1. Collaboration of IoT and Cloud Computing towards Healthcare Security.- Chapter. 2. Robust, Reversible Medical Image Watermarking for Transmission of Medical Images over Cloud in Smart IoT Healthcare.- Chapter. 3.The Role of Blockchain in Cloud



Cloud Computing Using Oracle Application Express: Develop Internet-Facing Business Applications Accessible Anywhere and Anytime

Автор: Ahmed Riaz
Название: Cloud Computing Using Oracle Application Express: Develop Internet-Facing Business Applications Accessible Anywhere and Anytime
ISBN: 1484242424 ISBN-13(EAN): 9781484242421
Издательство: Springer
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Цена: 6358.00 р. 9083.00 -30%
Наличие на складе: Есть (1 шт.)
Описание:

Get the domain knowledge you need to develop real-world business apps for and in the cloud. You’ll see how Oracle APEX has made the life of web developers much easier and how it helps you create web-based data-centric applications easily and instantly without writing screeds of code.In Cloud Computing Using Oracle Application Express, you will develop a complete general ledger accounting system named the Cloud Accountant which will be accessible through a variety of devices including desktops, laptops, and the latest smartphones. This new edition also incorporates the new application page creation process, which differs from the previous version. You’ll cover other new areas, such as the updated UI elements and properties, and the interactive grid. Besides the development of a full application that you can deploy in your organization, the book teaches many new techniques to further enhance your APEX development skills.What You Will LearnDiscover new development techniques for APEX developersDevelop cloud-based ERP applicationsBuild a cloud-based application on Oracle APEXIntegrate the free JasperReports server and report designing tool with Oracle APEXWho This Book Is ForWeb developers who possess some working knowledge of Oracle Application Express, and developers who have been using Oracle Forms and now wish to use their existing SQL and PL/SQL expertise.
Practical Predictive Analytics

Автор: Winters Ralph
Название: Practical Predictive Analytics
ISBN: 1785886185 ISBN-13(EAN): 9781785886188
Издательство: Неизвестно
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Цена: 10114.00 р.
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IBM SPSS Modeler Essentials

Автор: Salcedo Jesus, McCormick Keith
Название: IBM SPSS Modeler Essentials
ISBN: 1788291115 ISBN-13(EAN): 9781788291118
Издательство: Неизвестно
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Цена: 7171.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: IBM SPSS Modeler allows quick, efficient predictive analytics and insight building from your data, and is a popularly used data mining tool. This book will guide you through the data mining process, and presents relevant statistical methods which are used to build predictive models and conduct other analytic tasks using IBM SPSS Modeler. From ...

Machine Learning with Dynamics 365 and Power Platform: The Ultimate Guide to Learning and Applying Machine Learning and Predictive Analytics

Автор: Bansal Vinnie, Clere Aurelien
Название: Machine Learning with Dynamics 365 and Power Platform: The Ultimate Guide to Learning and Applying Machine Learning and Predictive Analytics
ISBN: 1119771293 ISBN-13(EAN): 9781119771296
Издательство: Wiley
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Цена: 6018.00 р.
Наличие на складе: Поставка под заказ.

Описание:

Apply cutting-edge AI techniques to your Dynamics 365 environment to create new solutions to old business problems

In Machine Learning with Dynamics 365 and Power Platform: The Ultimate Guide to Apply Predictive Analytics, an accomplished team of digital and data analytics experts delivers a practical and comprehensive discussion of how to integrate AI Builder with Dataverse and Dynamics 365 to create real-world business solutions. It also walks you through how to build powerful machine learning models using Azure Data Lake, Databricks, Azure Synapse Analytics.

The book is filled with clear explanations, visualizations, and working examples that get you up and running in your development of supervised, unsupervised, and reinforcement learning techniques using Microsoft machine learning tools and technologies. These strategies will transform your business verticals, reducing costs and manual processes in finance and operations, retail, telecommunications, and manufacturing industries.

The authors demonstrate:

  • What machine learning is all about and how it can be applied to your organization's Dynamics 365 and Power Platform Projects
  • The creation and management of environments for development, testing, and production of a machine learning project
  • How adopting machine learning techniques will redefine the future of your ERP/CRM system

Perfect for Technical Consultants, software developers, and solution architects, Machine Learning with Dynamics 365 and Power Platform is also an indispensable guide for Chief Technology Officers seeking an intuitive resource for how to implement machine learning in modern business applications to solve real-world problems.

Learning IBM Watson Analytics: Make the most advanced predictive analytical processes easy using Watson Analytics with this easy-to-follow practical

Автор: Miller James
Название: Learning IBM Watson Analytics: Make the most advanced predictive analytical processes easy using Watson Analytics with this easy-to-follow practical
ISBN: 1785880772 ISBN-13(EAN): 9781785880773
Издательство: Неизвестно
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Цена: 6206.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Ceph is an open source, software-defined storage solution that leverages and runs on a commodity hardware to provide Exabyte-level scalability. Ceph`s popularity is growing as it is well known to be a highly reliable storage system with no single point of failure and no vendor lock-in.

Go Machine Learning Projects

Автор: Chew Xyanyi
Название: Go Machine Learning Projects
ISBN: 1788993403 ISBN-13(EAN): 9781788993401
Издательство: Неизвестно
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Цена: 9010.00 р.
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Описание: Go is a highly preferred language for machine learning. The code is close to how it`s actually executed in the machine. Over the course of this book, you will learn how to express complex ideas found in machine learning literature and implement them. You will also learn how to structure problems to solve them using machine learning with Go.

Python: Advanced Predictive Analytics: Gain practical insights by exploiting data in your business to build advanced predictiv

Автор: Kumar Ashish, Babcock Joseph
Название: Python: Advanced Predictive Analytics: Gain practical insights by exploiting data in your business to build advanced predictiv
ISBN: 1788992369 ISBN-13(EAN): 9781788992367
Издательство: Неизвестно
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Цена: 18390.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Social Media and the Internet of Things have resulted in an avalanche of data. Data is powerful but not in its raw form; it needs to be processed and modeled, and Python is one of the most robust tools out there to do so. It has an array of packages for predictive modeling and a suite of IDEs to choose from. This book is your guide to getting ...

Predictive Analytics of Psychological Disorders in Healthcare

Автор: Mittal
Название: Predictive Analytics of Psychological Disorders in Healthcare
ISBN: 981191723X ISBN-13(EAN): 9789811917233
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book discusses an interdisciplinary field which combines two major domains: healthcare and data analytics. It presents research studies by experts helping to fight discontent, distress, anxiety and unrealized potential by using mathematical models, machine learning, artificial intelligence, etc. and take preventive measures beforehand. Psychological disorders and biological abnormalities are significantly related with the applications of cognitive illnesses which has increased significantly in contemporary years and needs rapid investigation. The research content of this book is helpful for psychological undergraduates, health workers and their trainees, therapists, medical psychologists, and nurses.

Cloud Computing for Geospatial Big Data Analytics

Автор: Himansu Das; Rabindra K. Barik; Harishchandra Dube
Название: Cloud Computing for Geospatial Big Data Analytics
ISBN: 3030033589 ISBN-13(EAN): 9783030033583
Издательство: Springer
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Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have been attempting to solve in virtual environments. Some of these problems are of an intractable nature and so efficient technologies like fog, edge and mist computing play an important role in addressing these issues. By exploring emerging advances in cloud computing and big data analytics and their engineering applications, the book enables researchers to understand the mechanisms needed to implement cloud, edge, fog, and mist computing in their own endeavours, and motivates them to examine their own research findings and developments.

Learning AWS IoT

Автор: Kurniawan Agus
Название: Learning AWS IoT
ISBN: 1788396111 ISBN-13(EAN): 9781788396110
Издательство: Неизвестно
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Цена: 5516.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The Internet of Things market increased a lot in the past few years and IoT development and its adoption have showed an upward trend. Analysis and predictions say that Enterprise IoT platforms are the future of IoT. This book will help you get up-and-running with the AWS IoT Suite, which will be helpful in building IoT Projects.

Applications of Machine Learning in Big-Data Analytics and Cloud Computing

Автор: Pani Subhendu Kumar, Tripathy Somanath, Jandieri George
Название: Applications of Machine Learning in Big-Data Analytics and Cloud Computing
ISBN: 8770221820 ISBN-13(EAN): 9788770221825
Издательство: Taylor&Francis
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Цена: 14851.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Cloud Computing and Big Data technologies have become the new descriptors of the digital age. The global amount of digital data has increased more than nine times in volume in just five years and by 2030 its volume may reach a staggering 65 trillion gigabytes. This explosion of data has led to opportunities and transformation in various areas such as healthcare, enterprises, industrial manufacturing and transportation. New Cloud Computing and Big Data tools endow researchers and analysts with novel techniques and opportunities to collect, manage and analyze the vast quantities of data.

In Cloud and Big Data Analytics, Swarm Intelligence and Deep Learning are two developing type of Machine Learning techniques that show enormous potential for solving complex business problems. Deep Learning enables computers to analyze large quantities of unstructured and binary data and to deduce relationships without requiring specific models or programming instructions.

This book introduces the state-of-the-art trends and advances in the use of Machine Learning in Cloud and Big Data Analytics. The book will serve as a reference for data scientists, systems architects, developers, new researchers and graduate level students in Computer and Data Science. The book will describe the concepts necessary to understand current Machine Learning issues, challenges and possible solutions as well as upcoming trends in Big Data Analytics.

Cloud-Based Big Data Analytics in Vehicular Ad-Hoc Networks

Автор: Nanhay Singh, Omprakash Kaiwartya, Ram Shringar Rao, Sanjoy Das
Название: Cloud-Based Big Data Analytics in Vehicular Ad-Hoc Networks
ISBN: 179982764X ISBN-13(EAN): 9781799827641
Издательство: Mare Nostrum (Eurospan)
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Цена: 32987.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Vehicular traffic congestion and accidents remain universal issues in today's world. Due to the continued growth in the use of vehicles, optimizing traffic management operations is an immense challenge. To reduce the number of traffic accidents, improve the performance of transportation systems, enhance road safety, and protect the environment, vehicular ad-hoc networks have been introduced. Current developments in wireless communication, computing paradigms, big data, and cloud computing enable the enhancement of these networks, equipped with wireless communication capabilities and high-performance processing tools.

Cloud-Based Big Data Analytics in Vehicular Ad-Hoc Networks is a pivotal reference source that provides vital research on cloud and data analytic applications in intelligent transportation systems. While highlighting topics such as location routing, accident detection, and data warehousing, this publication addresses future challenges in vehicular ad-hoc networks and presents viable solutions. This book is ideally designed for researchers, computer scientists, engineers, automobile industry professionals, IT practitioners, academicians, and students seeking current research on cloud computing models in vehicular networks.


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