Books > Computing & IT > Applications of computing > Artificial intelligence
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EdgeAI for Algorithmic Government (Hardcover, 1st ed. 2023)
Loot Price: R1,090
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EdgeAI for Algorithmic Government (Hardcover, 1st ed. 2023)
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The book provides various EdgeAI concepts related to its
architecture, key performance indicators, and enabling technologies
after introducing algorithmic government, large-scale
decision-making, and computing issues in the cloud and fog. With
advancements in technology, artificial intelligence has permeated
our personal lives and the fields of economy, socio-culture, and
politics. The integration of artificial intelligence (AI) into
decision-making for public services is changing how governments
operate worldwide. This book discusses how algorithms help the
government in various ways, including virtual assistants for busy
civil servants, automated public services, and algorithmic
decision-making processes. In such cases, the implementation of
algorithms will occur on a massive scale and possibly affect the
lives of entire communities. The cloud-centric architecture of
artificial intelligence brings out challenges of latency, overhead
communication, and significant privacy risks. Due to the sheer
volume of data generated by IoT devices, the data analysis must be
performed at the forefront of the network. This introduces the need
for edge computing in algorithmic government. EdgeAI, the
confluence of edge computing and AI, is the primary focus of this
book. It also discusses how one can incorporate these concepts in
algorithmic government through conceptual framework and decision
points. Finally, the research work emphasizes some design
challenges in edge computing from applications viewpoint. This book
will be helpful for data engineers, data scientists, cloud
engineers, data management experts, public policymakers,
administrators, research scholars and academicians.
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