Subject Details
Dept     : AIDS
Sem      : 8
Regul    : 19
Faculty : KASTHURI S
phone  : 9500241164
E-mail  : kasthuri.s.ece@snsce.ac.in
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Syllabus

UNIT
1
EDGE COMPUTING INTRODUCTION

Edge Computing-Concept-Basic characteristics and attributes-Introduction to Cloud and its limitations to support low latency and RTT-From Cloud to Edge computing-Waves of innovation-Real time Benefits of Edge Computing Use case of Edge computing-Challenges of Edge Computing.

UNIT
2
EDGE COMPUTING ARCHITECTURE

Introduction to Edge Computing Architectures-Edge Computing to support User Applications (5G-Slicing, self-driving cars and more)– Model-driven Multi_view Display- Concept view Display-Edge Computing Domain models-Function view-Edge computing Network Development service framework.

UNIT
3
EDGE COMPUTING IN IOT

Concepts of distributed systems in edge computing such as time ordering and clock synchronization, distributed snapshot, etc. Introduction to Edge Data Center, Lightweight Edge Clouds and its services provided by different service providers. Edge Computing in the IoT-Introduction Mobile operation IoT edge benefits of edge for the IoT.

UNIT
4
EDGE ANALYTICS TOPOLOGIES

From Cloud computing to Multi access edge computing-Introduction to docker container and Kubernetes in edge computing. Design of edge storage systems like key-value stores Introduction to MQTT and Kafka for end-to-end edge pipeline. Edge analytics topologies for M2M and WSN network (MQTT)

UNIT
5
USE CASES IN IOT WITH EDGE COMPUTING

Infrastructure-Evolution-Evolution of Edge cloud deployment options – Real estate model Infrastructure-as a Service Platform-as a Service Collaboration Platform-as a service TCO Analysis – an Operator Perspective Focus on energy cost Deployment cost Business Model aspects. Use cases of machine learning for edge sensor data in predictive maintenance, image classifier and self-driving cars. Deep Learning On-Device inference at the edge to support latency-based application

Reference Book:

Cao, Jie, Zhang, Quan, Shi, Weisong,,Edge Computing: A Primer, Pearson Education, Springer, 2018 RajkumarBuyya, Satish Narayana Srirama, Fog and Edge Computing: Principles and Paradigms, Wiley, 2019 Ajit Singh, Edge Computing: Simply In Depth, 2019

Text Book:

“Fog and Edge Computing: Principles and Paradigms”, Rajkumar Buyya (Editor), Satish Narayana Srirama (Editor), Wiley, 2019 Cloud Computing: Principles and Paradigms”, Editors: Rajkumar Buyya, James Broberg,Andrzej M. Goscinski, Wiley, 2011 “Cloud and Distributed Computing: Algorithms and Systems”, Rajiv Misra, Yashwant Patel, Wiley 2020.