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Internet of things, smart computing ...
~
Dey, Nilanjan.
Internet of things, smart computing and technology : a roadmap ahead
紀錄類型:
書目-語言資料,印刷品 : 單行本
副題名:
a roadmap ahead
其他作者:
DeyNilanjan.,
出版地:
Cham
出版者:
Springer International Publishing;
出版年:
2020.
版本:
1st ed.
面頁冊數:
xvi, 403 p.ill. (some col.) : 24 cm.;
集叢名:
Studies in Systems266
標題:
Automatic control. -
標題:
Power electronics. -
標題:
Automatic control -
標題:
Power electronics -
摘要註:
This book addresses a broad range of topics concerning machine learning, big data, the Internet of things (IoT), and security in the IoT. Its goal is to bring together several innovative studies on these areas, in order to help researchers, engineers, and designers in several interdisciplinary domains pursue related applications. It presents an overview of the various algorithms used, focusing on the advantages and disadvantages of each in the fields of machine learning and big data. It also covers next-generation computing paradigms that are expected to support wireless networking with high data transfer rates and autonomous decision-making capabilities. In turn, the book discusses IoT applications (e.g. healthcare applications) that generate a huge amount of sensor data and imaging data that must be handled correctly for further processing. In the traditional IoT ecosystem, cloud computing offers a solution for the efficient management of huge amounts of data, thanks to its ability to access shared resources and provide a common infrastructure in a ubiquitous manner. Though these new technologies are invaluable, they also reveal serious IoT security challenges. IoT applications are vulnerable to various types of attack such as eavesdropping, spoofing and false data injection, the man-in-the-middle attack, replay attack, denial-of-service attack, jamming attack, flooding attack, etc. These and other security issues in the Internet of things are explored in detail. In addition to highlighting outstanding research and recent advances from around the globe, the book reports on current challenges and future directions in the IoT. Accordingly, it offers engineers, professionals, researchers, and designers an applied-oriented resource to support them in a broad range of interdisciplinary areas.
ISBN:
9783030390495
內容註:
Efficacy of a classical and a few modified machine learning algorithms in forecasting financial time series Analysis of facial expression recognition of visible, thermal and fused imaginary in indoor and outdoor environment AI - Assisted Chatbot for E-Commerce to Address Selection of Products from Multiple Products A Novel Approach to detect microcalcification for Accurate Detection for Diagnosis of Breast Cancer Rethinking Decentralised Identifiers and Verifiable Credentials for the Internet of Things The Invisible Eye A Security Architecture to Protect Motorways.
Internet of things, smart computing and technology : a roadmap ahead
Internet of things, smart computing and technology
: a roadmap ahead / Nilanjan Dey ... [et al.] - 1st ed.. - Cham : Springer International Publishing, 2020.. - xvi, 403 p. ; ill. (some col.) ; 24 cm.. - (Studies in Systems ; 266).
Efficacy of a classical and a few modified machine learning algorithms in forecasting financial time series.
Includes bibliographical references and index..
ISBN 9783030390495ISBN 3030390462ISBN 3030390470ISBN 3030390497ISBN 9783030390464ISBN 9783030390471
Automatic control.Power electronics.Automatic controlPower electronics
Dey, Nilanjan.
Internet of things, smart computing and technology : a roadmap ahead
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Rethinking Decentralised Identifiers and Verifiable Credentials for the Internet of Things
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This book addresses a broad range of topics concerning machine learning, big data, the Internet of things (IoT), and security in the IoT. Its goal is to bring together several innovative studies on these areas, in order to help researchers, engineers, and designers in several interdisciplinary domains pursue related applications. It presents an overview of the various algorithms used, focusing on the advantages and disadvantages of each in the fields of machine learning and big data. It also covers next-generation computing paradigms that are expected to support wireless networking with high data transfer rates and autonomous decision-making capabilities. In turn, the book discusses IoT applications (e.g. healthcare applications) that generate a huge amount of sensor data and imaging data that must be handled correctly for further processing. In the traditional IoT ecosystem, cloud computing offers a solution for the efficient management of huge amounts of data, thanks to its ability to access shared resources and provide a common infrastructure in a ubiquitous manner. Though these new technologies are invaluable, they also reveal serious IoT security challenges. IoT applications are vulnerable to various types of attack such as eavesdropping, spoofing and false data injection, the man-in-the-middle attack, replay attack, denial-of-service attack, jamming attack, flooding attack, etc. These and other security issues in the Internet of things are explored in detail. In addition to highlighting outstanding research and recent advances from around the globe, the book reports on current challenges and future directions in the IoT. Accordingly, it offers engineers, professionals, researchers, and designers an applied-oriented resource to support them in a broad range of interdisciplinary areas.
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