Edge AI

Written By Xiaofei Wang
Edge AI
  • Publsiher : Springer Nature
  • Release : 31 August 2020
  • ISBN : 9811561869
  • Pages : 149 pages
  • Rating : /5 from reviews
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Download or read book entitled Edge AI by author: Xiaofei Wang which was release on 31 August 2020 and published by Springer Nature with total page 149 pages . This book available in PDF, EPUB and Kindle Format. As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.

Edge AI

Edge AI
  • Author : Xiaofei Wang,Yiwen Han,Victor C. M. Leung,Dusit Niyato,Xueqiang Yan,Xu Chen
  • Publisher : Springer Nature
  • Release Date : 2020-08-31
  • Total pages : 149
  • ISBN : 9811561869
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Summary : As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how ...

Mobile Edge Artificial Intelligence

Mobile Edge Artificial Intelligence
  • Author : Yuanming Shi,Kai Yang,Zhanpeng Yang,Yong Zhou
  • Publisher : Academic Press
  • Release Date : 2021-10-15
  • Total pages : 215
  • ISBN : 9811561869
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Summary : Mobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through typical examples, the powerfulness of this set of systems and algorithms is demonstrated, along ...

Edge Intelligence in the Making

Edge Intelligence in the Making
  • Author : Sen Lin,Zhi Zhou,Zhaofeng Zhang,Xu Chen,Junshan Zhang
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2020-10-21
  • Total pages : 233
  • ISBN : 9811561869
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Summary : With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, ...

Artificial Intelligence for Communications and Networks

Artificial Intelligence for Communications and Networks
  • Author : Shuai Han,Liang Ye,Weixiao Meng
  • Publisher : Springer
  • Release Date : 2019-07-04
  • Total pages : 512
  • ISBN : 9811561869
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Summary : This two-volume set LNICST 286-287 constitutes the post-conference proceedings of the First EAI International Conference on Artificial Intelligence for Communications and Networks, AICON 2019, held in Harbin, China, in May 2019. The 93 full papers were carefully reviewed and selected from 152 submissions. The papers are organized in topical sections on artificial intelligence, mobile ...

Machine Learning Approach for Cloud Data Analytics in IoT

Machine Learning Approach for Cloud Data Analytics in IoT
  • Author : Sachi Nandan Mohanty,Jyotir Moy Chatterjee,Monika Mangla,Suneeta Satpathy,Sirisha Potluri
  • Publisher : John Wiley & Sons
  • Release Date : 2021-08-03
  • Total pages : 528
  • ISBN : 9811561869
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Summary : In this era of IoT, edge devices generate gigantic data during every fraction of a second. The main aim of these networks is to infer some meaningful information from the collected data. For the same, the huge data is transmitted to the cloud which is highly expensive and time-consuming. Hence, ...

Edge Intelligence in the Making

Edge Intelligence in the Making
  • Author : Sen Lin,Zhi Zhou,Zhaofeng Zhang
  • Publisher : Unknown
  • Release Date : 2020-10-21
  • Total pages : 234
  • ISBN : 9811561869
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Summary : With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, ...

Advances in Artificial Intelligence and Security

Advances in Artificial Intelligence and Security
  • Author : Xingming Sun
  • Publisher : Springer Nature
  • Release Date : 2021-07-25
  • Total pages : 212
  • ISBN : 9811561869
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Summary : Read online Advances in Artificial Intelligence and Security written by Xingming Sun, published by Springer Nature which was released on . Download full Advances in Artificial Intelligence and Security Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence and Security

Artificial Intelligence and Security
  • Author : Xingming Sun
  • Publisher : Springer Nature
  • Release Date : 2021-07-25
  • Total pages : 212
  • ISBN : 9811561869
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Summary : Read online Artificial Intelligence and Security written by Xingming Sun, published by Springer Nature which was released on . Download full Artificial Intelligence and Security Books now! Available in PDF, ePub and Kindle....

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications

Mem elements for Neuromorphic Circuits with Artificial Intelligence Applications
  • Author : Christos Volos,Viet-Thanh Pham
  • Publisher : Academic Press
  • Release Date : 2021-07-01
  • Total pages : 568
  • ISBN : 9811561869
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Summary : Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications illustrates recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and in neuromorphic circuits and artificial intelligence. The book is mainly devoted to recent results, critical aspects and ...

Artificial Intelligence and Security

Artificial Intelligence and Security
  • Author : Xingming Sun,Jinwei Wang,Elisa Bertino
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 713
  • ISBN : 9811561869
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Summary : The 3-volume set CCIS 1252 until CCIS 1254 constitutes the refereed proceedings of the 6th International Conference on Artificial Intelligence and Security, ICAIS 2020, which was held in Hohhot, China, in July 2020. The conference was formerly called "International Conference on Cloud Computing and Security" with the acronym ICCCS. The total of 178 full papers ...

Artificial Intelligence Applications and Innovations

Artificial Intelligence Applications and Innovations
  • Author : John MacIntyre,Ilias Maglogiannis,Lazaros Iliadis,Elias Pimenidis
  • Publisher : Springer
  • Release Date : 2019-05-15
  • Total pages : 244
  • ISBN : 9811561869
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Summary : This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, in Hersonissos, Crete, Greece, in May 2019: the 8th Mining Humanistic Data Workshop, MHDW 2019, and the 4th Workshop on 5G-Putting Intelligence to the ...

Artificial Intelligence in China

Artificial Intelligence in China
  • Author : Qilian Liang,Wei Wang,Jiasong Mu,Xin Liu,Zhenyu Na,Bingcai Chen
  • Publisher : Springer Nature
  • Release Date : 2020-01-31
  • Total pages : 667
  • ISBN : 9811561869
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Summary : This book brings together papers presented at the International Conference on Artificial Intelligence in China (ChinaAI) 2019, which provided a venue for disseminating the latest advances and discussing the interactions and links between the various subfields of AI. Addressing topics that cover virtually all aspects of AI and the latest developments ...

Artificial Intelligence and Mobile Services AIMS 2018

Artificial Intelligence and Mobile Services     AIMS 2018
  • Author : Marco Aiello,Yujiu Yang,Yuexian Zou,Liang-Jie Zhang
  • Publisher : Springer
  • Release Date : 2018-06-20
  • Total pages : 261
  • ISBN : 9811561869
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Summary : This book constitutes the proceedings of the International Conference on Artificial Intelligence and Mobile Services, AIMS 2018, held as part of SCF 2018, in Seattle, WA, USA, in June 2018. The 20 papers presented in this volume were carefully reviewed and selected from numerous submissions. The papers cover different aspects of mobile services from ...

Artificial Intelligence and Deep Learning for Decision Makers

Artificial Intelligence and Deep Learning for Decision Makers
  • Author : Dr. Jagreet Kaur,Navdeep Singh Gill
  • Publisher : BPB Publications
  • Release Date : 2019-12-28
  • Total pages : 248
  • ISBN : 9811561869
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Summary : Learn modern-day technologies from modern-day technical giants DESCRIPTION The aim of this book is to help the readers understand the concept of artificial intelligence and deep learning methods and implement them into their businesses and organizations. The first two chapters describe the introduction of the artificial intelligence and deep learning ...

Computer Information Systems and Industrial Management

Computer Information Systems and Industrial Management
  • Author : Khalid Saeed,Rituparna Chaki,Valentina Janev
  • Publisher : Springer Nature
  • Release Date : 2019-10-07
  • Total pages : 536
  • ISBN : 9811561869
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Summary : This book constitutes the proceedings of the 18th International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2019, held in Belgrade, Serbia, in September 2019. The 43 full papers presented together with 3 abstracts of keynotes were carefully reviewed and selected from 70 submissions. The main topics covered by the chapters in this ...