-
Article
BULLET: Particle Swarm Optimization Based Scheduling Technique for Provisioned Cloud Resources
Cloud resource scheduling requires map** of cloud resources to cloud workloads. Scheduling results can be optimized by considering Quality of Service (QoS) parameters as inherent requirements of scheduling. ...
-
Article
CHOPPER: an intelligent QoS-aware autonomic resource management approach for cloud computing
Cloud computing is the future generation of computational services delivered over the Internet. As cloud infrastructure expands, resource management in such a large heterogeneous and distributed environment is...
-
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...
-
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...
-
Article
Resource Provisioning Based Scheduling Framework for Execution of Heterogeneous and Clustered Workloads in Clouds: from Fundamental to Autonomic Offering
Provisioning of adequate resources to cloud workloads depends on the Quality of Service (QoS) requirements of these cloud workloads. Based on workload requirements (QoS) of cloud users, discovery and allocatio...
-
Article
Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres
Cloud computing systems are splitting compute- and data-intensive jobs into smaller tasks to execute them in a parallel manner using clusters to improve execution time. However, such systems at increasing scal...
-
Chapter
Mobile Edge Computing Based Internet of Agricultural Things: A Systematic Review and Future Directions
In the modern era of Information Technology, a combined solution framework integrating Wireless Sensor Network (WSN), Internet of Things (IoT), cloud and edge computing, data analytics, and other related techn...
-
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...
-
Article
RHAS: robust hybrid auto-scaling for web applications in cloud computing
The elasticity characteristic of cloud services attracts application providers to deploy applications in a cloud environment. The scalability feature of cloud computing gives the facility to application provid...
-
Article
The evolution of distributed computing systems: from fundamental to new frontiers
Distributed systems have been an active field of research for over 60 years, and has played a crucial role in computer science, enabling the invention of the Internet that underpins all facets of modern life. ...
-
Chapter
Green Internet of Things Using Mobile Cloud Computing: Architecture, Applications, and Future Directions
Mobile cloud computing (MCC) has emerged as a significant area of interest due to its ability of facilitating high computing power and massive storage capacity to the mobile users based on the cost-effective s...
-
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...
-
Chapter
A Strategy for Advancing Research and Impact in New Computing Paradigms
In the domain of information technology, new paradigms, technologies, development approaches, and application scenarios continue to emerge rapidly presenting new opportunities for researchers to pursue. Emergi...
-
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...
-
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...
-
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...
-
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...
-
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 ...
-
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...
-
Chapter
GPU Based AI for Modern E-Commerce Applications: Performance Evaluation, Analysis and Future Directions
Every year in the United States, the 4th Thursday of November is commemorated as Thanksgiving Day. The next day which is a Friday is known as Black Friday. This day is the busiest day in terms of shop** beca...
