Télécharger le livre :  Distributed Machine Learning and Gradient Optimization
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This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing...

Editeur : Springer
Parution : 2022-02-23
Collection : Big Data Management
PDF, ePub

147,69
Télécharger le livre :  Large-scale Graph Analysis: System, Algorithm and Optimization
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This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More...

Editeur : Springer
Parution : 2020-07-01
Collection : Big Data Management
PDF, ePub

147,69
Télécharger le livre :  Spatio-Temporal Recommendation in Social Media
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This book covers the major fundamentals of and the latest research on next-generation spatio-temporal recommendation systems in social media. It begins by describing the emerging characteristics of social media in the era of mobile internet, and explores the limitations...

Editeur : Springer
Parution : 2016-05-19
Collection : SpringerBriefs in Computer Science
ePub

52,74