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Cloud Network Management: An IoT Based Framework
Abstract
I: Evolution of IoT, Cloud Network and Network Mobility
Evolution of Cloud Fog IoT Interconnection Networks
Introduction
Motivation and Contributions
Evolution of Traditional cloud networks
Into the Fog
IoT Fog Cloud Interplay
Challenges in IoT Fog Cloud Interplay
Resource Management
Inter and Intra Stratum Communication
Cloud Fog Federation
Applications of IoT Fog Cloud Interplay
Healthcare Applications
Connected Vehicles
Smart City Applications
Research Challenges and Solution Approach
Conclusion
Edge or Cloud: What to Choose?
Introduction
Background & Related Work
Edge Based Learning
Cloud Computing
K Means
Experiment
Edge Based Learning Procedure
Cloud Based Learning Procedure
Experimental Objectives
Setup
Analysis
CPU Utilization
Memory Utilization
Data Transmission Rate
Power Consumption
Energy Consumption
Summary
Findings
Edge Based Learning
Cloud based Learning
Comparison
Conclusion
The Survey, Research Challenges, and Opportunities in ICN
Introduction
Internet architecture and working
Research challenges and issues
Information Centric Networks (ICN)
Important terminologies used in ICN
Concepts and components of Information Centric Networking
ICN Naming Scheme
Routing in ICN
In Network Caching
ICN Architectures
Data Oriented Network Architecture (DONA)
Named data Networking
Other architectures
Information Centric Networking based Internet of Things
Why ICN for loT?
IoT Architecture Requirements
Significance of ICN for IoT
IoT Requirements Mapping to ICN Characteristics
ICN IoT network architectures
In network Computation in Edge Computing and Cloud Computing
Conclusion
II: Standards and Protocol
Security in Cloud Based IoT
Introduction
Motivation and Contribution
Research Method and Research Challenge
Cloud based IoT: Technologies and Design Issues
Design Issues
Cloud Based IoT: Security Threats
Cloud Security Threats
IoT and Cloud based IoT Security Threats
Implementation aspects of Cloud based IoT
Concluding Remarks
Cloud Enabled Body Area Network
Abstract
Introduction
Bio Sensor Nodes
Body Area Network
Communication Architecture
Physical and MAC Layers of BAN
Cryptographic Building Blocks
Cryptographic Hash Function
Homomorphic Encryption
Bilinear Pairing
Attribute Based Encryption
Privacy and Security
Security Notions in Cloud enabled BAN
Attacks and Threats in Cloudenabled BAN
Existing Security and Privacy Solutions in Cloud enabled BAN
Authentication in BAN
Key Management in BAN
Conclusion
Trust and Access Controls in IoT to Avoid Malicious Activity
Introduction
Threats, Vulnerabilities, and Access control Requirement in Internet of Things
Threats
Vulnerabilities
The importance of Access controls and Trust of users
Literature Review
Problem formation
Improved Trust calculation
Simulations
Access Controls on Sensitive Data
Algorithm 1:
Algorithm 2:
Conclusions
A Layered Internet of Things (IoT) Security Framework: Attacks, Counter Measures and Challenges
Introduction
Related Work
Taxonomy of IoT Attacks
Physical Layer Attacks (PLA)
Physical Node Tampering
Malicious Node Injection
RFID Tag Cloning
Wireless Sensor Network Layer Attacks (NLA)
Jamming Attack
Side Channel Attack
MAC Spoofing
Data Sensing and Acquisition Layer Attacks (DSAL)
Malicious Code
Traffic Monitoring
Inefficient Logging
Internet Layer Attacks (ILA)
Jamming Attack
False Routing
Alteration and Spoofing
Service Layer Attacks (SLA)
Account Hijacking
VM Escape
Malicious VM Creation
Data Abstraction Layer Attacks (DALA)
Malicious node Injection
Improper Queries
Malicious Insider
Interface Layer Attacks (ILA)
Reverse Engineering
Reprogramming Attack
DDoS Attack
Proposed IoT Security Framework
Perception Layer
Wireless Sensor Network Layer
Data Sensing and acquisition layer
Internet Layer
Service Layer
Data Abstraction Layer
Interface Layer
Case Study: Implementation of Denial of Service Attack in Home Automation
A brief description of attack
Experimental Test bed Details
Execution Steps
Research and Challenges
Conclusion
III: Engineering and Applications for IoT Cloud Network
A Novel Framework of Smart Cities Using Internet of Things (IoT): Opportunities and Challenges
Introduction
IoT infrastructure for smart city
Network centric IoT
Cloud centric IoT
Data Centric IoT
Human Centric IoT
Smart City Hierarchy
Associated communication technology for realizing smart cities
Proposed Framework
Sensing Layer
Data Abstraction layer
Base station layer
Edge server layer
Cloud computing layer
Application layer
Case Study
Smart traffic management
Smart Healthcare
Open Challenges and opportunities
Conclusion
Interoperability and Information Sharing Paradigm for IoT Enabled Healthcare
Introduction
Mobile Health and the Internet of Medical Things
Enabling Precision & Personalized Medicine
Health Data Ownership in IoT and the Cloud
IoT Data Ownership Challenges
Consent for Data Capture
Verifying Data Ownership: Local Identity Management and Authentication
Healthcare Data Ownership
Electronic Health Record (EHR)
Personal Health Record
Bridging Medical Data Ownership: Combining EHR and PHR
Enabling IoMT Information Sharing in Healthcare
Collecting Data from IoMT Devices
Traditional Health Record Information Exchange for Informa tion Federation
Regulating Provider Access to PHR Data
Providing Emergency Data Access
Ensuring Data Integrity from IoMT Sensors
Privately Replicating and Sharing Large Datasets
Maintaining Consensus in Large Scale Federated Systems
Providing Emergency Access to Real Time IoMT Data
Achieving Heterogeneous Data Interoperability
Interoperability Architecture Overview
Current Interoperability Standards
Future Standards and Alternative Methods
Challenges & Opportunities
Cloud Computing Based Intelligent Healthcare System
Introduction
Building an intelligent healthcare system
Early detection and prediction of brain tumor using Intel ligent Cloud
Classification using different models
Image Inversion
Experiments and Results
Naive Bayes Classifier Model
CNN Model
Image Inversion
Summary and Discussion
Research Challenges and possible solutions
Conclusion
Acknowledgement
IoT Cloud Network for Healthcare
Introduction to modern health computing
Overcoming the challenges
Security and privacy of patient data
Lack of uniformity among connected mobile devices
Vulnerable data transmissions
Patient readiness
Awareness about IoTs
Paralysis of Data Analysis
Cloud computing over the intelligent healthcare system
IoT and smart health system paradigms
History of IoT in healthcare
Role of IoT in Healthcare
Challenges of IoT in healthcare
Future of IoT in healthcare
Patient centered care
Teleconsultation and Remote Patient monitoring
Wearable sensors
Insideable devices
Mobile apps
Electronic Medical Records (EMR)
Health portals
Big data
The human genome project
Personalized and precision medicine
D Printing
Artificial intelligence in healthcare
New Design and Performance of IoT cloud for Smart Healthcare and Monitor system
Disruptions in Internet
Diversity of Protocols
No Special Testing Tools Were Made for Healthcare Applica tions
Difficulties in Performing Healthcare IoT Performance Testing
Mobile technology in revolution of Smart Healthcare
Financial challenges
SaaS helps improve delivery of Hospital services
The benefits of cloud computing
Cloud security and regulatory compliance
Spend less money, serve more patients
mHealth in action
IoMT Platforms
Amazon Web Services IoT
Qualcomm Life
Data Flow
Azure IoT Suite
Intel IoT
Compliance and Regulations
HIPAA Rules
HITECH Act
HITRUST
PCI
What We See in Future
Healthcare Robots
The Brain Computer Interface
Bibliography
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