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

Deep Learning and Edge Computing Solutions for High Performance Computing

    • 129,99 €
    • 129,99 €

Publisher Description

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 the healthcare field. Topics include deep learning methods for applications in object detection and identification, object tracking, human action recognition, and cross-modal and multimodal data analysis. High performance computing systems for applications in healthcare are also discussed. The contributors also include information on microarray data analysis, sequence analysis, genomics based analytics, disease network analysis, and techniques for big data Analytics and health information technology.Identifies deep learning techniques in mobile edge data analytics and computing environments suitable for applications in healthcare;Introduces big data analytics to the sources available and possible challenges and techniques associated with bioinformatics and the healthcare domain;Features advancements in the computing field to effectively handle and make inferences from voluminous and heterogeneous healthcare data.

GENRE
Professional & Technical
RELEASED
2021
27 January
LANGUAGE
EN
English
LENGTH
291
Pages
PUBLISHER
Springer International Publishing
SIZE
30.3
MB

More Books by A. Suresh & Sara Paiva

Resource Management in Advanced Wireless Networks Resource Management in Advanced Wireless Networks
2023
Bioinformatics and Medical Applications Bioinformatics and Medical Applications
2022
Sensor Data Analysis and Management Sensor Data Analysis and Management
2021
Industrial IoT Application Architectures and Use Cases Industrial IoT Application Architectures and Use Cases
2020

Other Books in This Series

6th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing 6th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing
2024
Digital Resilience: Navigating Disruption and Safeguarding Data Privacy Digital Resilience: Navigating Disruption and Safeguarding Data Privacy
2024
Artificial Intelligence for Sustainable Development Artificial Intelligence for Sustainable Development
2024
Digital Transformation in Higher Education Institutions Digital Transformation in Higher Education Institutions
2024
8th EAI International Conference on Management of Manufacturing Systems 8th EAI International Conference on Management of Manufacturing Systems
2024
Secure Edge and Fog Computing Enabled AI for IoT and Smart Cities Secure Edge and Fog Computing Enabled AI for IoT and Smart Cities
2024