Policy-Based Autonomic Data Governance

Nonfiction, Computers, Networking & Communications, Computer Security, Operating Systems, Application Software
Cover of the book Policy-Based Autonomic Data Governance by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783030172770
Publisher: Springer International Publishing Publication: April 24, 2019
Imprint: Springer Language: English
Author:
ISBN: 9783030172770
Publisher: Springer International Publishing
Publication: April 24, 2019
Imprint: Springer
Language: English

Advances in artificial intelligence, sensor computing, robotics, and mobile systems are making autonomous systems a reality. At the same time, the influence of edge computing is leading to more distributed architectures incorporating more autonomous elements. The flow of information is critical in such environments, but the real time, distributed nature of the system components complicates the data protection mechanisms. Policy-based management has proven useful in simplifying the complexity of management in domains like networking, security, and storage; it is expected that many of those benefits would carry over to the task of managing big data and autonomous systems.

This book aims at providing an overview of recent work and identifying challenges related to the design of policy-based approaches for managing big data and autonomous systems. An important new direction explored in the book is to make the major elements of the system self-describing and self-managing. This would lead to architectures where policy mechanisms are tightly coupled with the system elements. In such integrated architectures, we need new models for information assurance, traceability of information, and better provenance on information flows. In addition when dealing with devices with actuation capabilities and, thus, being able to make changes to physical spaces, safety is critical. With an emphasis on policy-based mechanisms for governance of data security and privacy, and for safety assurance, the papers in this volume follow three broad themes: foundational principles and use-cases for the autonomous generation of policies; safe autonomy; policies and autonomy in federated environments.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Advances in artificial intelligence, sensor computing, robotics, and mobile systems are making autonomous systems a reality. At the same time, the influence of edge computing is leading to more distributed architectures incorporating more autonomous elements. The flow of information is critical in such environments, but the real time, distributed nature of the system components complicates the data protection mechanisms. Policy-based management has proven useful in simplifying the complexity of management in domains like networking, security, and storage; it is expected that many of those benefits would carry over to the task of managing big data and autonomous systems.

This book aims at providing an overview of recent work and identifying challenges related to the design of policy-based approaches for managing big data and autonomous systems. An important new direction explored in the book is to make the major elements of the system self-describing and self-managing. This would lead to architectures where policy mechanisms are tightly coupled with the system elements. In such integrated architectures, we need new models for information assurance, traceability of information, and better provenance on information flows. In addition when dealing with devices with actuation capabilities and, thus, being able to make changes to physical spaces, safety is critical. With an emphasis on policy-based mechanisms for governance of data security and privacy, and for safety assurance, the papers in this volume follow three broad themes: foundational principles and use-cases for the autonomous generation of policies; safe autonomy; policies and autonomy in federated environments.

More books from Springer International Publishing

Cover of the book North American Strategic Defense in the 21st Century: by
Cover of the book The Foundations of Phenomenological Psychotherapy by
Cover of the book DNA Replication Control in Microbial Cell Factories by
Cover of the book Multi Tenancy for Cloud-Based In-Memory Column Databases by
Cover of the book Artistic Visions and the Promise of Beauty by
Cover of the book Achieving Organizational Excellence by
Cover of the book Nationalism, Transnationalism, and Political Islam by
Cover of the book A Philosophy of Humour by
Cover of the book Neuroenhancement: how mental training and meditation can promote epistemic virtue. by
Cover of the book Noise and Vibration Mitigation for Rail Transportation Systems by
Cover of the book Contributions to Advanced Dynamics and Continuum Mechanics by
Cover of the book Decolonisations Compared by
Cover of the book Culture, Technology, Communication. Common World, Different Futures by
Cover of the book Advances in Gain-Scheduling and Fault Tolerant Control Techniques by
Cover of the book Research in Attacks, Intrusions, and Defenses by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy