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 ...

Practical Deep Learning for Cloud Mobile and Edge

Practical Deep Learning for Cloud  Mobile  and Edge
  • Author : Anirudh Koul,Siddha Ganju,Meher Kasam
  • Publisher : O'Reilly Media
  • Release Date : 2019-10-14
  • Total pages : 620
  • ISBN : 9811561869
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Summary : Whether you’re a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build practical deep learning ...

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 ...

Artificial Intelligence and Security

Artificial Intelligence and Security
  • Author : Xingming Sun
  • Publisher : Springer Nature
  • Release Date : 2021-04-10
  • 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....

Deep Learning and Edge Computing Solutions for High Performance Computing

Deep Learning and Edge Computing Solutions for High Performance Computing
  • Author : A. Suresh,Sara Paiva
  • Publisher : Springer Nature
  • Release Date : 2021-01-27
  • Total pages : 279
  • ISBN : 9811561869
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Summary : This book provides an insight into ways of inculcating the need for applying mobile edge data analytics in bioinformatics and medicine. The book is a comprehensive reference that provides an overview of the current state of medical treatments and systems and offers emerging solutions for a more personalized approach to ...

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 Robots

Artificial Intelligence and Mobile Robots
  • Author : David Kortenkamp,Russell Peter Bonasso,Robin Murphy
  • Publisher : American Association for Artif
  • Release Date : 1998
  • Total pages : 390
  • ISBN : 9811561869
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Summary : The mobile robot systems described in this book were selected from among the best available implementations by leading universities and research laboratories. These are robots that have left the lab and been tested in natural and unknown environments. They perform many different tasks, from giving tours to collecting trash. Many ...

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, ...

Collaborative Computing Networking Applications and Worksharing

Collaborative Computing  Networking  Applications and Worksharing
  • Author : Honghao Gao
  • Publisher : Springer Nature
  • Release Date : 2021-04-10
  • Total pages : 212
  • ISBN : 9811561869
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Summary : Read online Collaborative Computing Networking Applications and Worksharing written by Honghao Gao, published by Springer Nature which was released on . Download full Collaborative Computing Networking Applications and Worksharing Books now! Available in PDF, ePub and Kindle....

Deep Reinforcement Learning for Wireless Networks

Deep Reinforcement Learning for Wireless Networks
  • Author : F. Richard Yu,Ying He
  • Publisher : Springer
  • Release Date : 2019-01-17
  • Total pages : 71
  • ISBN : 9811561869
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Summary : This Springerbrief presents a deep reinforcement learning approach to wireless systems to improve system performance. Particularly, deep reinforcement learning approach is used in cache-enabled opportunistic interference alignment wireless networks and mobile social networks. Simulation results with different network parameters are presented to show the effectiveness of the proposed scheme. There ...

Cloud Computing CLOUD 2018

Cloud Computing     CLOUD 2018
  • Author : Min Luo,Liang-Jie Zhang
  • Publisher : Springer
  • Release Date : 2018-06-19
  • Total pages : 420
  • ISBN : 9811561869
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Summary : This volume constitutes the proceedings of the 11th International Conference on Cloud Computing, CLOUD 2018, held as part of the Services Conference Federation, SCF 2018, in Seattle, WA, USA, in June 2018.The 26 full papers presented together with 3 short papers were carefully reviewed and selected from 108 submissions. They are organized in topical sections ...

Embedded Systems and Artificial Intelligence

Embedded Systems and Artificial Intelligence
  • Author : Vikrant Bhateja,Suresh Chandra Satapathy,Hassan Satori
  • Publisher : Springer Nature
  • Release Date : 2020-04-07
  • Total pages : 910
  • ISBN : 9811561869
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Summary : This book gathers selected research papers presented at the First International Conference on Embedded Systems and Artificial Intelligence (ESAI 2019), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 2–3 May 2019. Highlighting the latest innovations in Computer Science, Artificial Intelligence, Information Technologies, and Embedded Systems, the respective papers will encourage and ...

Understanding Infrastructure Edge Computing

Understanding Infrastructure Edge Computing
  • Author : Alex Marcham
  • Publisher : John Wiley & Sons
  • Release Date : 2021-04-05
  • Total pages : 352
  • ISBN : 9811561869
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Summary : A comprehensive review of the key emerging technologies that will directly impact areas of computer technology over the next five years Infrastructure edge computing is the model of data center and network infrastructure deployment which distributes a large number of physically small data centers around an area to deliver better ...

Cloud Fog and Edge

Cloud  Fog  and Edge
  • Author : Abdulrahman Yarali
  • Publisher : Unknown
  • Release Date : 2018-12-13
  • Total pages : 326
  • ISBN : 9811561869
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Summary : The 21st century has marked the arrival of new digital technologies that transform the way enterprises operate and people live their lives. From social media sites and smartphone technology to video streaming and cloud computing, there has been a bevy of new applications that are impacting society and business seemingly ...