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Chapter
Resource Scheduling in Integrated IoT and Fog Computing Environments: A Taxonomy, Survey and Future Directions
The fog computing paradigm has generated increasing research interest because it focuses on transferring the computational process to the edge of the network near the end-user. Fog nodes, the majority of physi...
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Chapter
Serverless Computing: New Trends and Research Directions
Serverless computing is an innovative method for the production and distribution of software since it does not rely on a centralised server management infrastructure. As a result of this, serverless computing ...
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Chapter
QoS Analysis for Serverless Computing Using Machine Learning
Large-scale computing systems are becoming more popular as the need for computing power increases every year. Serverless computing has emerged as a powerful and compelling paradigm for the hosting services and...
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Book
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Chapter and Conference Paper
Design and Implementation of Secure Location Service Using Software Engineering Approach in the Age of Industry 4.0
Data privacy and security are major concerns in any location-based system. In majority of location-based systems, data security is ensured via data replacement policies. Data replacement or hiding policy requi...
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Article
Recommender System for Optimal Distributed Deep Learning in Cloud Datacenters
With the modern advancements in Deep Learning architectures, and abundant research consistently being put forward in areas such as computer vision, natural language processing and forecasting. Models are becom...
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Article
A Deep Learning-Based Privacy-Preserving Model for Smart Healthcare in Internet of Medical Things Using Fog Computing
With the emergence of COVID-19, smart healthcare, the Internet of Medical Things, and big data-driven medical applications have become even more important. The biomedical data produced is highly confidential a...
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Chapter
Machine Learning Models for Sentiment Analysis of Tweets: Comparisons and Evaluations
Presently, the use of Twitter is increasing, and occurrences of large number of tweets are one of the important sources of personal thoughts and opinions. In social media, sentiment analysis is a significant t...
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Chapter
A Manifesto for Modern Fog and Edge Computing: Vision, New Paradigms, Opportunities, and Future Directions
The advancements in the use of Internet of Things (IoT) devices is increasing continuously and generating huge amounts of data in a fast manner. Cloud computing is an important paradigm which processes and man...
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Chapter
DoSP: A Deadline-Aware Dynamic Service Placement Algorithm for Workflow-Oriented IoT Applications in Fog-Cloud Computing Environments
The next generation Internet of Things (IoT) applications are offering multiple services and run in a distributed heterogeneous environment. In such applications, Quality of Service (QoS) requirements are in j...
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Chapter
Dynamic Shift from Cloud Computing to Industry 4.0: Eco-Friendly Choice or Climate Change Threat
Cloud computing utilizes thousands of Cloud Data Centres (CDC) and fulfils the demand of end-users dynamically using new technologies and paradigms such as Industry 4.0 and Internet of Things (IoT). With the e...
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Chapter and Conference Paper
Fog-Based Smart Healthcare as a Big Data and Cloud Service for Heart Patients Using IoT
The leading-edge of Internet of Things (IoT) gradually make item available on the Internet but data processing is not scaling effectively to fulfil the requirements of centralized cloud environment. One of the...
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Chapter
Sustainable Cloud Computing Realization for Different Applications: A Manifesto
In cloud computing, an application design plays an important role and the efficient structure of an application can increase the energy-efficiency and sustainability of cloud datacenters. To make the infrastru...