Bahman Javadi

Orcid: 0000-0003-2351-9801

According to our database1, Bahman Javadi authored at least 108 papers between 2003 and 2025.

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Bibliography

2025
Serverless Computing for Next-generation Application Development.
Future Gener. Comput. Syst., 2025

2024
Data Optimisation of Machine Learning Models for Smart Irrigation in Urban Parks.
CoRR, 2024

Smartphone-based Eye Tracking System using Edge Intelligence and Model Optimisation.
CoRR, 2024

DeepRacer on Physical Track: Parameters Exploration and Performance Evaluation.
CoRR, 2024

A new energy-efficient design for quantum-based multiplier for nano-scale devices in internet of things.
Comput. Electr. Eng., 2024

Efficient Edge Computing: Harnessing Compact Machine Learning Models for Workload Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

An Empirical Study on Edge-to-Cloud Continuum for Smart Applications: Performance, Design Patterns, and Key Factors.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

2023
AI augmented Edge and Fog computing: Trends and challenges.
J. Netw. Comput. Appl., July, 2023

A decentralized adaptation of model-free Q-learning for thermal-aware energy-efficient virtual machine placement in cloud data centers.
Comput. Networks, April, 2023

SLA Management in Intent-Driven Service Management Systems: A Taxonomy and Future Directions.
ACM Comput. Surv., 2023

Eye-tracking Technologies in Mobile Devices Using Edge Computing: A Systematic Review.
ACM Comput. Surv., 2023

Optimized Proactive Recovery in Erasure-Coded Cloud Storage Systems.
IEEE Access, 2023

Performance Analysis of Federated Learning in Orbital Edge Computing.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

On-Board Federated Learning in Orbital Edge Computing.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022
New Internet of Medical Things for Home-Based Treatment of Anorectal Disorders.
Sensors, 2022

Special issue: Recent advances in deep learning, biometrics, health informatics and data science.
Expert Syst. J. Knowl. Eng., 2022

Smart Homecare Research Translation Into Broader Practice: Enablers, Barriers and Directions.
IEEE Access, 2022

Performance Evaluation of Serverless Edge Computing for Machine Learning Applications.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Towards Cooperative Games for Developing Secure Software in Agile SDLC.
Proceedings of the 24th IEEE/ACIS International Conference on Software Engineering, 2022

Performance Analysis of CNN Models for Mobile Device Eye Tracking with Edge Computing.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Mobile Device Eye Tracking on Dynamic Visual Contents using Edge Computing and Deep Learning.
Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

2021
Dynamic Resource Provisioning for Sustainable Cloud Computing Systems in the Presence of Correlated Failures.
IEEE Trans. Sustain. Comput., 2021

Efficient Parallel Binary Operations on Homomorphic Encrypted Real Numbers.
IEEE Trans. Emerg. Top. Comput., 2021

Application placement in Fog computing with AI approach: Taxonomy and a state of the art survey.
J. Netw. Comput. Appl., 2021

Hybrid Workflow Scheduling on Edge Cloud Computing Systems.
IEEE Access, 2021

Hybrid Workflow Provisioning and Scheduling on Cooperative Edge Cloud Computing.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Serverless Edge Computing: Vision and Challenges.
Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021

Performance Analysis of Mobile, Edge and Cloud Computing Platforms for Distributed Applications.
Mobile Edge Computing, 2021

2020
Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics.
Pattern Recognit. Lett., 2020

Blockchain-based decentralized storage networks: A survey.
J. Netw. Comput. Appl., 2020

Data-intensive application scheduling on Mobile Edge Cloud Computing.
J. Netw. Comput. Appl., 2020

Hybrid Workflow Provisioning and Scheduling on Edge Cloud Computing Using a Gradient Descent Search Approach.
Proceedings of the 19th International Symposium on Parallel and Distributed Computing, 2020

Smart Food Scanner System Based on Mobile Edge Computing.
Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

2019
Failure-aware energy-efficient VM consolidation in cloud computing systems.
Future Gener. Comput. Syst., 2019

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.
ACM Comput. Surv., 2019

A General Framework for Privacy-preserving Computation on Cloud Environments.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

A Smart Computing Framework Centered on User and Societal Empowerment to Achieve the Sustainable Development Goals.
Proceedings of the Innovations and Interdisciplinary Solutions for Underserved Areas, 2019

Dynamic Resource Allocation in Hybrid Mobile Cloud Computing for Data-Intensive Applications.
Proceedings of the Green, Pervasive, and Cloud Computing - 14th International Conference, 2019

ProactiveCache: On Reducing Degraded Read Latency of Erasure Coded Cloud Storage.
Proceedings of the 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019

Fog Computing Realization for Big Data Analytics.
Proceedings of the Fog and Edge Computing, 2019

2018
Modeling of correlated resources availability in distributed computing systems.
Simul. Model. Pract. Theory, 2018

Cloud Resource Provisioning for Combined Stream and Batch Workflows.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Adaptive Bandwidth-Efficient Recovery Techniques in Erasure-Coded Cloud Storage.
Proceedings of the Euro-Par 2018: Parallel Processing, 2018

2017
Cloud storage reliability for Big Data applications: A state of the art survey.
J. Netw. Comput. Appl., 2017

Workload-Aware Placement of Multi-Tier Applications in Virtualized Datacenters.
Comput. J., 2017

Reliable and Energy Efficient Resource Provisioning and Allocation in Cloud Computing.
Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

A Learning Automata Based Dynamic Resource Provisioning in Cloud Computing Environments.
Proceedings of the 18th International Conference on Parallel and Distributed Computing, 2017

Smart Nutrition Monitoring System Using Heterogeneous Internet of Things Platform.
Proceedings of the Internet and Distributed Computing Systems, 2017

2016
Reliability and energy efficiency in cloud computing systems: Survey and taxonomy.
J. Netw. Comput. Appl., 2016

Trust, Security and Privacy in Emerging Distributed Systems.
Future Gener. Comput. Syst., 2016

Energy-Efficient Big Data Analytics in Datacenters.
Adv. Comput., 2016

Security Aware and Energy-Efficient Virtual Machine Consolidation in Cloud Computing Systems.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

FOG-Engine: Towards Big Data Analytics in the Fog.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015
Decentralised workflow scheduling in volunteer computing systems.
Int. J. Parallel Emergent Distributed Syst., 2015

Editorial: recent advances in communication networks and multimedia technologies.
Multim. Tools Appl., 2015

Performance modeling and analysis of virtualized multi-tier applications under dynamic workloads.
J. Netw. Comput. Appl., 2015

Cloud-aware data intensive workflow scheduling on volunteer computing systems.
Future Gener. Comput. Syst., 2015

Resource Allocation in Cloud Computing Environments Based on Integer Linear Programming.
Comput. J., 2015

2014
Using imperialist competition algorithm for independent task scheduling in grid computing.
J. Intell. Fuzzy Syst., 2014

Performance modelling of adaptive routing communication networks in multi-cluster systems under bit-reversal traffic.
Int. J. Commun. Networks Distributed Syst., 2014

Resource provisioning based on preempting virtual machines in distributed systems.
Concurr. Comput. Pract. Exp., 2014

Bandwidth Modeling in Large Distributed Systems for Big Data Applications.
Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014

2013
Enhancing performance of failure-prone clusters by adaptive provisioning of cloud resources.
J. Supercomput., 2013

A proximity-aware load balancing in peer-to-peer-based volunteer computing systems.
J. Supercomput., 2013

The Failure Trace Archive: Enabling the comparison of failure measurements and models of distributed systems.
J. Parallel Distributed Comput., 2013

Decentralized orchestration of data-centric workflows in Cloud environments.
Future Gener. Comput. Syst., 2013

Characterizing spot price dynamics in public cloud environments.
Future Gener. Comput. Syst., 2013

CycloidGrid: A proximity-aware P2P-based resource discovery architecture in volunteer computing systems.
Future Gener. Comput. Syst., 2013

Modeling and analysis of resources availability in volunteer computing systems.
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

Deadline-Constrained Workflow Scheduling in Volunteer Computing Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Dynamic Resource Provisioning in Cloud Computing: A Heuristic Markovian Approach.
Proceedings of the Cloud Computing - 4th International Conference, CloudComp 2013, Wuhan, 2013

2012
Modeling and Analysis of Communication Networks in Multicluster Systems under Spatio-Temporal Bursty Traffic.
IEEE Trans. Parallel Distributed Syst., 2012

QoS and preemption aware scheduling in federated and virtualized Grid computing environments.
J. Parallel Distributed Comput., 2012

Failure-aware resource provisioning for hybrid Cloud infrastructure.
J. Parallel Distributed Comput., 2012

Preface to the special issue on volunteer computing and desktop grids.
Future Gener. Comput. Syst., 2012

Cloud Resource Provisioning to Extend the Capacity of Local Resources in the Presence of Failures.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Hybrid Cloud resource provisioning policy in the presence of resource failures.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

Decentralized Orchestration of Data-centric Workflows Using the Object Modeling System.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

Preemption-aware Admission Control in a Virtualized Grid Federation.
Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012

2011
Discovering Statistical Models of Availability in Large Distributed Systems: An Empirical Study of SETI@home.
IEEE Trans. Parallel Distributed Syst., 2011

Statistical Modeling of Spot Instance Prices in Public Cloud Environments.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Performance Analysis of Preemption-Aware Scheduling in Multi-cluster Grid Environments.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

Resource Provisioning based on Leases Preemption in InterGrid.
Proceedings of the Thirty-Fourth Australasian Computer Science Conference, 2011

2010
Fault-aware scheduling in Grid environment based on linear programming.
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

A Model for Space-Correlated Failures in Large-Scale Distributed Systems.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

The Failure Trace Archive: Enabling Comparative Analysis of Failures in Diverse Distributed Systems.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

Reliable Hybrid Service Discovery Protocol in Mobile Ad-Hoc Grid.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Multi-cluster computing interconnection network performance modeling and analysis.
Future Gener. Comput. Syst., 2009

Mining for statistical models of availability in large-scale distributed systems: An empirical study of SETI@home.
Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

Cost-benefit analysis of Cloud Computing versus desktop grids.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Performance Analysis of Communication Networks in Multi-Cluster Systems under Bursty Traffic with Communication Locality.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

An Analytical Model of Communication Networks in Multi-cluster Systems in the Presence of Non-uniform Traffic.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A combined analytical and simulation-based model for performance evaluation of a reconfigurable instruction set processor.
Proceedings of the 14th Asia South Pacific Design Automation Conference, 2009

2008
A comprehensive analytical model of interconnection networks in large-scale cluster systems.
Concurr. Comput. Pract. Exp., 2008

Performance modeling and analysis of heterogeneous meta-computing systems interconnection networks.
Comput. Electr. Eng., 2008

2007
Analytical modeling of interconnection networks in heterogeneous multi-cluster systems.
J. Supercomput., 2007

Analytical communication networks model for enterprise Grid computing.
Future Gener. Comput. Syst., 2007

Communication Network Analysis of the Enterprise Grid Systems.
Proceedings of the ACSW Frontiers 2007. Proceedings of the Fifth Australasian Symposium on Grid Computing and e-Research (AusGrid 2007), the Fifth Australasian Information Security Workshop (Privacy Enhancing Technologies) (AISW 2007), and the Australasian Workshop on Health Knowledge Management and Discovery (HKMD 2007). Proceedings, Ballarat, Victoria, Australia, January 30, 2007

2006
A performance model for analysis of heterogeneous multi-cluster systems.
Parallel Comput., 2006

Coordinated checkpoint from message payload in pessimistic sender-based message logging.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Analysis of Interconnection Networks in Heterogeneous Multi-Cluster Systems.
Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006

Analytical Modeling of Communication Latency in Multi-Cluster Systems.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

Analytical Network Modeling of Heterogeneous Large-Scale Cluster Systems.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2005
Performance Analysis of Heterogeneous Multi-Cluster Systems.
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

Study of a Cluster-Based Parallel System Through Analytical Modeling and Simulation.
Proceedings of the Computational Science and Its Applications, 2005

Performance Analysis of Interconnection Networks for Multi-cluster Systems.
Proceedings of the Computational Science, 2005

2004
Area Efficient, Low Power and Robust Design for Add-Compare-Select Units.
Proceedings of the 2004 Euromicro Symposium on Digital Systems Design (DSD 2004), Architectures, Methods and Tools, 31 August, 2004

2003
An Asynchronous Viterbi Decoder for Low-Power Applications.
Proceedings of the Integrated Circuit and System Design, 2003


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