國立高雄大學圖資館 |

Edge intelligent computing systems in different domains

Record Type:	Electronic resources : Monograph/item
Title/Author:	Edge intelligent computing systems in different domainsby Benedetta Picano, Romano Fantacci.
Author:	Picano, Benedetta.
other author:	Fantacci, Romano.
Published:	Cham :Springer Nature Switzerland :2024.
Description:	xiv, 88 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Edge computing.
Online resource:	https://doi.org/10.1007/978-3-031-49472-7
ISBN:	9783031494727$q(electronic bk.)

Edge intelligent computing systems in different domains
Picano, Benedetta.

Edge intelligent computing systems in different domains[electronic resource] /by Benedetta Picano, Romano Fantacci. - Cham :Springer Nature Switzerland :2024. - xiv, 88 p. :ill. (chiefly col.), digital ;24 cm. - SpringerBriefs in computer science,2191-5776. - SpringerBriefs in computer science..

Preface -- Chapter. 1. Emerging Technologies for Edge Intelligent Computing Systems -- Chapter. 2. Offloading Methodologies for Air-Ground Edge Intelligent Computing Systems -- Chapter. 3. Edge Intelligent Computing enabled Federating Learning in 6G wireless systems -- Chapter. 4. Edge Intelligent Computing in aqua environments -- Chapter. 5. Application of the Digital Twin technology in Novel Edge Intelligent Computing Systems.

This book provides a comprehensive and systematic exploration of next-generation Edge Intelligence (EI) Networks. It delves deep into the critical design considerations within this context, emphasizing the necessity for functional and dependable interactions between networking strategies and the diverse application scenarios. This should help assist to encompass a wide range of environments. This book also discusses topics such as resource optimization, incentive mechanisms, channel prediction and cutting-edge technologies, which includes digital twins and advanced machine learning techniques. It underscores the importance of functional integration to facilitate meaningful collaborations between networks and systems, while operating across heterogeneous environments aiming support novel and disruptive human-oriented services and applications. Valuable insights into the stringent requirements for intelligence capabilities, communication latency and real-time response are discussed. This characterizes the new EI era, driving the creation of comprehensive cross-domain architectural ecosystems that infuse human-like intelligence into every aspect of emerging EI systems. This book primarily targets advanced-level students as well as postdoctoral researchers, who are new to this field and are searching for a comprehensive understanding of emerging EI systems. Practitioners seeking guidance in the development and implementation of EI systems in practical contexts will also benefit from this book.

ISBN: 9783031494727$q(electronic bk.)

Standard No.: 10.1007/978-3-031-49472-7doiSubjects--Topical Terms:

875964
Edge computing.

LC Class. No.: QA76.583

Dewey Class. No.: 005.758

Edge intelligent computing systems in different domains
LDR:03011nmm a2200337 a 4500 001 662744
003 DE-He213
005 20240110171016.0
006 m d
007 cr nn 008maaau
008 241203s2024 sz s 0 eng d
020 $a 9783031494727$q(electronic bk.)
020 $a 9783031494710$q(paper)
024 7 $a 10.1007/978-3-031-49472-7 $2 doi
035 $a 978-3-031-49472-7
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.583
072 7 $a UYQM $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQM $2 thema
082 0 4 $a 005.758 $2 23
090 $a QA76.583 $b .P585 2024
100 1 $a Picano, Benedetta. $3 975040
245 1 0 $a Edge intelligent computing systems in different domains $h [electronic resource] / $c by Benedetta Picano, Romano Fantacci.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xiv, 88 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a SpringerBriefs in computer science, $x 2191-5776
505 0 $a Preface -- Chapter. 1. Emerging Technologies for Edge Intelligent Computing Systems -- Chapter. 2. Offloading Methodologies for Air-Ground Edge Intelligent Computing Systems -- Chapter. 3. Edge Intelligent Computing enabled Federating Learning in 6G wireless systems -- Chapter. 4. Edge Intelligent Computing in aqua environments -- Chapter. 5. Application of the Digital Twin technology in Novel Edge Intelligent Computing Systems.
520 $a This book provides a comprehensive and systematic exploration of next-generation Edge Intelligence (EI) Networks. It delves deep into the critical design considerations within this context, emphasizing the necessity for functional and dependable interactions between networking strategies and the diverse application scenarios. This should help assist to encompass a wide range of environments. This book also discusses topics such as resource optimization, incentive mechanisms, channel prediction and cutting-edge technologies, which includes digital twins and advanced machine learning techniques. It underscores the importance of functional integration to facilitate meaningful collaborations between networks and systems, while operating across heterogeneous environments aiming support novel and disruptive human-oriented services and applications. Valuable insights into the stringent requirements for intelligence capabilities, communication latency and real-time response are discussed. This characterizes the new EI era, driving the creation of comprehensive cross-domain architectural ecosystems that infuse human-like intelligence into every aspect of emerging EI systems. This book primarily targets advanced-level students as well as postdoctoral researchers, who are new to this field and are searching for a comprehensive understanding of emerging EI systems. Practitioners seeking guidance in the development and implementation of EI systems in practical contexts will also benefit from this book.
650 0 $a Edge computing. $3 875964
650 0 $a Artificial intelligence. $3 194058
650 1 4 $a Machine Learning. $3 833608
650 2 4 $a Wireless and Mobile Communication. $3 820685
650 2 4 $a Computer Communication Networks. $3 218087
700 1 $a Fantacci, Romano. $3 726648
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a SpringerBriefs in computer science. $3 559641
856 4 0 $u https://doi.org/10.1007/978-3-031-49472-7
950 $a Computer Science (SpringerNature-11645)