research
∙
09/19/2023
CloudSimSC: A Toolkit for Modeling and Simulation of Serverless Computing Environments
Serverless computing is gaining traction as an attractive model for the ...
share
research
∙
09/14/2023
Deep Reinforcement Learning-based Scheduling in Edge and Fog Computing Environments
Edge/fog computing, as a distributed computing paradigm, satisfies the l...
research
∙
08/22/2023
A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications
Serverless computing has gained a strong traction in the cloud computing...
research
∙
08/21/2023
Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds
With the emergence of Cloud computing, Internet of Things-enabled Human-...
research
∙
08/15/2023
Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing
Function-as-a-Service is a cloud computing paradigm offering an event-dr...
research
∙
08/11/2023
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions
Function-as-a-Service (FaaS) introduces a lightweight, function-based cl...
research
∙
08/05/2023
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing
The number of Internet of Things (IoT) applications, especially latency-...
research
∙
05/25/2023
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots
ChatGPT, an AI-based chatbot, was released to provide coherent and usefu...
research
∙
04/10/2023
Sustainable Edge Computing: Challenges and Future Directions
An increasing amount of data is being injected into the network from IoT...
research
∙
03/19/2023
Energy-Efficiency and Sustainability in New Generation Cloud Computing: A Vision and Directions for Integrated Management of Data Centre Resources and Workloads
Cloud computing has become a critical infrastructure for modern society,...
research
∙
03/13/2023
Quality of Service (QoS)-driven Edge Computing and Smart Hospitals: A Vision, Architectural Elements, and Future Directions
The Internet of Things (IoT) paradigm is drastically changing our world ...
research
∙
02/14/2023
MicroFog: A Framework for Scalable Placement of Microservices-based IoT Applications in Federated Fog Environments
MicroService Architecture (MSA) is gaining rapid popularity for developi...
research
∙
02/08/2023
Classification of Methods to Reduce Clinical Alarm Signals for Remote Patient Monitoring: A Critical Review
Remote Patient Monitoring (RPM) is an emerging technology paradigm that ...
research
∙
11/14/2022
Revisiting the Internet of Things: New Trends, Opportunities and Grand Challenges
The Internet of Things (IoT) has brought the dream of ubiquitous data ac...
research
∙
08/01/2022
AI Augmented Edge and Fog Computing: Trends and Challenges
In recent years, the landscape of computing paradigms has witnessed a gr...
research
∙
07/12/2022
Microservices-based IoT Applications Scheduling in Edge and Fog Computing: A Taxonomy and Future Directions
Edge and Fog computing paradigms utilise distributed, heterogeneous and ...
research
∙
06/21/2022
Securing the Future Internet of Things with Post-Quantum Cryptography
Traditional and lightweight cryptography primitives and protocols are in...
research
∙
05/30/2022
QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing
Recent breakthroughs in quantum hardware are creating opportunities for ...
research
∙
04/26/2022
Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions
Fog computing, as a distributed paradigm, offers cloud-like services at ...
research
∙
03/10/2022
Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications
Resource management is the principal factor to fully utilize the potenti...
research
∙
12/05/2021
A Taxonomy of Live Migration Management in Cloud Computing
Cloud Data Centers have become the backbone infrastructure to provide se...
research
∙
12/04/2021
Integration of FogBus2 Framework with Container Orchestration Tools in Cloud and Edge Computing Environments
Currently, due to the advantages of light weight, simple deployment, mul...
research
∙
11/19/2021
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks
Modern large-scale computing systems distribute jobs into multiple small...
research
∙
11/17/2021
CAMIG: Concurrency-Aware Live Migration Management of Multiple Virtual Machines in SDN-enabled Clouds
By integrating Software-Defined Networking and cloud computing, virtuali...
research
∙
11/17/2021
Efficient Large-Scale Multiple Migration Planning and Scheduling in SDN-enabled Edge Computing
The containerized services allocated in the mobile edge clouds bring up ...
research
∙
10/24/2021
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments
Fog/Edge computing is a novel computing paradigm supporting resource-con...
research
∙
10/19/2021
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center
Load balancing is vital for the efficient and long-term operation of clo...
research
∙
10/11/2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
The worldwide adoption of cloud data centers (CDCs) has given rise to th...
research
∙
09/30/2021
High-Availability Clusters: A Taxonomy, Survey, and Future Directions
The delivery of key services in domains ranging from finance and manufac...
research
∙
09/12/2021
IFogSim2: An Extended iFogSim Simulator for Mobility, Clustering, and Microservice Management in Edge and Fog Computing Environments
Internet of Things (IoT) has already proven to be the building block for...
research
∙
08/08/2021
Master Graduation Thesis: A Lightweight and Distributed Container-based Framework
Edge/Fog computing is a novel computing paradigm that provides resource-...
research
∙
08/05/2021
A Distributed Application Placement and Migration Management Techniques for Edge and Fog Computing Environments
Fog/Edge computing model allows harnessing of resources in the proximity...
research
∙
08/02/2021
Resource Management in Edge and Fog Computing using FogBus2 Framework
Edge/Fog computing is a novel computing paradigm that provides resource-...
research
∙
07/13/2021
Recent Advances in Energy Efficient Resource Management Techniques in Cloud Computing Environments
Nowadays cloud computing adoption as a form of hosted application and se...
research
∙
07/06/2021
Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions
This paper investigates the existing resource management approaches in C...
research
∙
06/24/2021
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions
Containerization is a lightweight application virtualization technology,...
research
∙
05/25/2021
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions
Serverless computing has emerged as an attractive deployment option for ...
research
∙
05/10/2021
Deep Reinforcement Learning-based Methods for Resource Scheduling in Cloud Computing: A Review and Future Directions
As the quantity and complexity of information processed by software syst...
research
∙
05/09/2021
Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions
Cloud computing has rapidly emerged as model for delivering Internet-bas...
research
∙
04/04/2021
STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management
Several researches and evidence show the increasing likelihood of pandem...
research
∙
03/30/2021
A Strategy for Advancing Research and Impact in New Computing Paradigms
In the world of Information Technology, new computing paradigms, driven ...
research
∙
02/26/2021
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud
Cloud-based enterprise search services (e.g., AWS Kendra) have been entr...
research
∙
01/24/2021
SLA-Aware Multiple Migration Planning and Scheduling in SDN-NFV-enabled Clouds
In Software-Defined Networking (SDN)-enabled cloud data centers, live mi...
research
∙
11/07/2020
Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning
Thermal management in the hyper-scale cloud data centers is a critical p...
research
∙
10/21/2020
Software-Defined Multi-domain Tactical Networks: Foundations and Future Directions
Software Defined Networking (SDN) has emerged as a programmable approach...
research
∙
09/28/2020
Quantum Computing: A Taxonomy, Systematic Review and Future Directions
Quantum computing is an emerging paradigm with the potential to offer si...
research
∙
09/16/2020
High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments
COVID-19 global pandemic is an unprecedented health crisis. Since the ou...
research
∙
09/08/2020
Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions
The development of Internet of Things (IoT) technology enables the rapid...
research
∙
09/01/2020
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks
The ubiquitous adoption of Internet-of-Things (IoT) based applications h...
research
∙
08/31/2020
