東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linked to FindBook

Google Book

Amazon

博客來

Device-edge-cloud continuum = paradigms, architectures and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Device-edge-cloud continuum/ edited by Claudio Savaglio ... [et al.].
Reminder of title:	paradigms, architectures and applications /
other author:	Savaglio, Claudio.
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	vi, 233 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- Compressive Sensing approaches for IoT-based healthcare devices -- Obfuscation detection and their applications -- Occupancy prediction in buildings: state of the art and future directions -- The Role of Federated Learning in Artificial Intelligence Architecture for Cancer Patients Support -- Towards Secure TinyML on a Standardized AI Architecture -- Scheduling Offloading Decisions for Heterogeneous Drones on Shared Edge Resources -- Towards the Edge Cloud Continuum through the Serverless Workflows -- Compute Continuum for Smart Agriculture: an application of LSTM networks to imputation of missing sensor data -- Performance Analysis of a Blockchain for a traceability system based on the IoT sensor units along the Agri-Food supply-chain -- Autonomous Vehicles in Smart Cities: a Deep Reinforcement Learning Solution -- Edge-to-cloud Compute Continuum with applications to smart cities -- Edge intelligence for environmental audio classification: an approach based on Sentiment Analysis and tinyML -- Conclusion.
Contained By:	Springer Nature eBook
Subject:	Internet of things. -
Online resource:	https://doi.org/10.1007/978-3-031-42194-5
ISBN:	9783031421945

Device-edge-cloud continuum = paradigms, architectures and applications /
Device-edge-cloud continuumparadigms, architectures and applications /[electronic resource] :edited by Claudio Savaglio ... [et al.]. - Cham :Springer Nature Switzerland :2024. - vi, 233 p. :ill. (some col.), digital ;24 cm. - Internet of things, technology, communications and computing,2199-1081. - Internet of things, technology, communications and computing..

Introduction -- Compressive Sensing approaches for IoT-based healthcare devices -- Obfuscation detection and their applications -- Occupancy prediction in buildings: state of the art and future directions -- The Role of Federated Learning in Artificial Intelligence Architecture for Cancer Patients Support -- Towards Secure TinyML on a Standardized AI Architecture -- Scheduling Offloading Decisions for Heterogeneous Drones on Shared Edge Resources -- Towards the Edge Cloud Continuum through the Serverless Workflows -- Compute Continuum for Smart Agriculture: an application of LSTM networks to imputation of missing sensor data -- Performance Analysis of a Blockchain for a traceability system based on the IoT sensor units along the Agri-Food supply-chain -- Autonomous Vehicles in Smart Cities: a Deep Reinforcement Learning Solution -- Edge-to-cloud Compute Continuum with applications to smart cities -- Edge intelligence for environmental audio classification: an approach based on Sentiment Analysis and tinyML -- Conclusion.

This book focuses on both theoretical and practical aspects of the "Device-Edge-Cloud continuum", a development approach aimed at the seamless provision of next-generation cyber-physical services through the dynamic orchestration of heterogeneous computing resources, located at different distances to the user and featured by different peculiarities (high responsiveness, high computing power, etc.) The book specifically explores recent advances in paradigms, architectures, models, and applications for the "Device-Edge-Cloud continuum", which raises many 'in-the-small' and 'in-the-large' issues involving device programming, system architectures and methods for the development of IoT ecosystem. In this direction, the contributions presented in the book propose original solutions and aim at relevant domains spanning from healthcare to industry, agriculture and transportation. Presents approaches, paradigms and architectures for the development of the Device-Edge-Cloud continuum; Describes applications of the Device-Edge-Cloud continuum in smart cities, smart agriculture, and autonomous vehicles; Proposes original solutions that aim at relevant domains spanning from healthcare to industry.

ISBN: 9783031421945

Standard No.: 10.1007/978-3-031-42194-5doiSubjects--Topical Terms:

2057703
Internet of things.

LC Class. No.: TK5105.8857

Dewey Class. No.: 004.678

Device-edge-cloud continuum = paradigms, architectures and applications /
LDR:03345nmm a2200337 a 4500 001 2367978
003 DE-He213
005 20231116135405.0
006 m d
007 cr nn 008maaau
008 241127s2024 sz s 0 eng d
020 $a 9783031421945 $q (electronic bk.)
020 $a 9783031421938 $q (paper)
024 7 $a 10.1007/978-3-031-42194-5 $2 doi
035 $a 978-3-031-42194-5
040 $a GP $c GP
041 0 $a eng
050 4 $a TK5105.8857
072 7 $a TJK $2 bicssc
072 7 $a TEC041000 $2 bisacsh
072 7 $a TJK $2 thema
082 0 4 $a 004.678 $2 23
090 $a TK5105.8857 $b .D492 2024
245 0 0 $a Device-edge-cloud continuum $h [electronic resource] : $b paradigms, architectures and applications / $c edited by Claudio Savaglio ... [et al.].
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a vi, 233 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Internet of things, technology, communications and computing, $x 2199-1081
505 0 $a Introduction -- Compressive Sensing approaches for IoT-based healthcare devices -- Obfuscation detection and their applications -- Occupancy prediction in buildings: state of the art and future directions -- The Role of Federated Learning in Artificial Intelligence Architecture for Cancer Patients Support -- Towards Secure TinyML on a Standardized AI Architecture -- Scheduling Offloading Decisions for Heterogeneous Drones on Shared Edge Resources -- Towards the Edge Cloud Continuum through the Serverless Workflows -- Compute Continuum for Smart Agriculture: an application of LSTM networks to imputation of missing sensor data -- Performance Analysis of a Blockchain for a traceability system based on the IoT sensor units along the Agri-Food supply-chain -- Autonomous Vehicles in Smart Cities: a Deep Reinforcement Learning Solution -- Edge-to-cloud Compute Continuum with applications to smart cities -- Edge intelligence for environmental audio classification: an approach based on Sentiment Analysis and tinyML -- Conclusion.
520 $a This book focuses on both theoretical and practical aspects of the "Device-Edge-Cloud continuum", a development approach aimed at the seamless provision of next-generation cyber-physical services through the dynamic orchestration of heterogeneous computing resources, located at different distances to the user and featured by different peculiarities (high responsiveness, high computing power, etc.) The book specifically explores recent advances in paradigms, architectures, models, and applications for the "Device-Edge-Cloud continuum", which raises many 'in-the-small' and 'in-the-large' issues involving device programming, system architectures and methods for the development of IoT ecosystem. In this direction, the contributions presented in the book propose original solutions and aim at relevant domains spanning from healthcare to industry, agriculture and transportation. Presents approaches, paradigms and architectures for the development of the Device-Edge-Cloud continuum; Describes applications of the Device-Edge-Cloud continuum in smart cities, smart agriculture, and autonomous vehicles; Proposes original solutions that aim at relevant domains spanning from healthcare to industry.
650 0 $a Internet of things. $3 2057703
650 0 $a Edge computing. $3 3489844
650 0 $a Cloud computing. $3 1016782
650 1 4 $a Communications Engineering, Networks. $3 891094
650 2 4 $a Digital and Analog Signal Processing. $3 3538815
650 2 4 $a Computer and Information Systems Applications. $3 3538505
700 1 $a Savaglio, Claudio. $3 3711541
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Internet of things, technology, communications and computing. $3 2062719
856 4 0 $u https://doi.org/10.1007/978-3-031-42194-5
950 $a Engineering (SpringerNature-11647)