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Automated machine learning : methods, systems, challenges
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML …
- Edition
- -
- ISBN/ISSN
- 9783030053185
- Collation
- -
- Series Title
- -
- Call Number
- 006.31 HUT a
Heterogeneity, high performance computing, self-organization and the cloud
This open access book addresses the most recent developments in cloud computing such as HPC in the Cloud, heterogeneous cloud, self-organising and self-management, and discusses the business implications of cloud computing adoption. Establishing the need for a new architecture for cloud computing, it discusses a novel cloud management and delivery architecture based on the principles of self-or…
- Edition
- -
- ISBN/ISSN
- 9783319760384
- Collation
- XXI, 165 p.
- Series Title
- -
- Call Number
- 658.4038 LYN h
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