Edge AI: Convergence of Edge Computing and Artificial Intelligence - Image 1

Price loading...

Springer Edge AI: Convergence of Edge Computing and Artificial Intelligence

Name: Edge AI: Convergence of Edge Computing and Artificial Intelligence
Brand: Springer

AI & Machine Learning

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

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.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 9811561850
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 01 September 2020
Listed Since: 11 May 2020

Barcode

No barcode data available

Springer Edge AI: Convergence of Edge Computing and Artificial Intelligence

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Edge Computing: Systems and Applications

Edge Computational Intelligence for AI-Enabled IoT Systems (Advances in Computational Collective Intelligence)

Applied Edge AI: Concepts, Platforms, and Industry Use Cases

Edge Intelligent Computing Systems in Different Domains (SpringerBriefs in Computer Science)

Edge Video Analytics (Textbooks in Telecommunication Engineering)

Mobile Edge Artificial Intelligence: Opportunities and Challenges

Embedded Artificial Intelligence: Devices, Embedded Systems, and Industrial Applications

Deep Learning and Edge Computing Solutions for High Performance Computing (EAI/Springer Innovations in Communication and Computing)

Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications

Convergence of Deep Learning and Internet of Things: Computing and Technology

Intelligent Edge Computing for Cyber Physical Applications (Intelligent Data-Centric Systems)

Predictive Analytics in Cloud, Fog, and Edge Computing: Perspectives and Practices of Blockchain, IoT, and 5G

Privacy-Preserving in Edge Computing (Wireless Networks)

Optimization of Spiking Neural Networks for Radar Applications

Elsevier Deep Learning on Edge Computing Devices - Book

Connectivity and Edge Computing in IoT: Customized Designs and AI-based Solutions (Wireless Networks)

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning (IEEE Press Series on Network and Service Management)

Artificial Intelligence in Cyber Security: Impact and Implications: Security Challenges, Technical and Ethical Issues, Forensic Investigative ... and Technologies for Security Applications)

AI Applications to Communications and Information Technologies: The Role of Ultra Deep Neural Networks

Artificial Intelligence in IoT (Transactions on Computational Science and Computational Intelligence)

Cases on Edge Computing and Analytics (Advances in Computational Intelligence and Robotics)

Artificial Intelligence for Multimedia Information Processing: Tools and Applications

Developing Networks using Artificial Intelligence (Wireless Networks)

Graph Neural Networks: Foundations, Frontiers, and Applications