دانلود کتاب Edge Learning for Distributed Big Data Analytics: Theory, Algorithms, and System Design

Name: Edge Learning for Distributed Big Data Analytics: Theory, Algorithms, and System Design
Availability: InStock
Author: Song Guo
ISBN: 1108832377,9781108832373

by Song Guo, Zhihao Qu

عنوان فارسی: یادگیری لبه برای تجزیه و تحلیل داده های بزرگ توزیع شده: نظریه، الگوریتم ها و طراحی سیستم
ناشر: Cambridge University Press
سال: 2022
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 225-231
شابک: 1108832377,9781108832373
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 9.17 مگابایت

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جزییات کتاب

Discover this multi-disciplinary and insightful work, which integrates machine learning, edge computing, and big data. Presents the basics of training machine learning models, key challenges and issues, as well as comprehensive techniques including edge learning algorithms, and system design issues. Describes architectures, frameworks, and key technologies for learning performance, security, and privacy, as well as incentive issues in training/inference at the network edge. Intended to stimulate fruitful discussions, inspire further research ideas, and inform readers from both academia and industry backgrounds. Essential reading for experienced researchers and developers, or for those who are just entering the field.