2024
Paulo S. Souza, Tiago C. Ferreto, Rodrigo N. Calheiros:
Maintenance Operations on Cloud, Edge, and IoT Environments: Taxonomy, Survey, and Research Challenges. ACM Computing Surveys (2024).
DOI: https://doi.org/10.1145/3659097
Everton C. de Lima, Fábio D. Rossi, Marcelo C. Luizelli, Rodrigo N. Calheiros, Arthur F. Lorenzon:
A neural network framework for optimizing parallel computing in cloud servers. Journal of Systems Architecture (2024).
DOI: https://doi.org/10.1016/j.sysarc.2024.103131
2023
Sharma, Yogesh, Deval Bhamare, Nishanth Sastry, Bahman Javadi, and Rajkumar Buyya:
SLA Management in Intent-Driven Service Management Systems: A Taxonomy and Future Directions. ACM Computing Surveys (2023).
DOI: https://doi.org/10.1145/3589339
Paulo S. Souza, Tiago C. Ferreto, Rodrigo N. Calheiros:
EdgeSimPy: Python-based modeling and simulation of edge computing resource management policies, Future Generation Computer Systems 148:446-459 (2023)
DOI: https://doi.org/10.1016/j.future.2023.06.013
Shreshth Tuli , Fatemeh Mirhakimi , Samodha Pallewatta , Syed Zawad , Giuliano Casal, Bahman Javadi , Feng Yan , Rajkumar Buyya, Nicholas R. Jennings:
AI augmented Edge and Fog computing: Trends and challenges, Journal of Network and Computer Applications (2023)
DOI: https://doi.org/10.1145/3546938
Rekha Nachiappan, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Optimized Proactive Recovery in Erasure-Coded Cloud Storage Systems, IEEE Access 11:38226-38239 (2023)
DOI: https://doi.org/10.1109/ACCESS.2023.3267106
Ali Aghasi , Kamal Jamshidi, Ali Bohlooli , Bahman Javadi:
A decentralized adaptation of model-free Q-learning for thermal-aware energy-efficient virtual machine placement in cloud data centers, Computer Networks (2023)
DOI: https://doi.org/10.1016/j.comnet.2023.109624
Nishan Gunawardena, Jeewani Anupama Ginige, Bahman Javadi:
Eye-Tracking Technologies in Mobile Devices Using Edge Computing: A Systematic Review, ACM Computing Surveys (2023)
DOI: https://doi.org/10.1145/3546938
M. R. Jabbarpour, Bahman Javadi, P. H. Leong, R. N. Calheiros, D. Boland, and C. Butler:
On-Board Federated Learning in Orbital Edge Computing, in the 29th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2023
DOI: https://doi.org/10.1109/ICPADS60453.2023.00154
M. R. Jabbarpour, Bahman Javadi, P. H. Leong, R. N. Calheiros, D. Boland, and C. Butler:
Performance Analysis of Federated Learning in Orbital Edge Computing, in 2023 IEEE/ACM 16th International Conference on Utility and Cloud Computing (UCC), 2023
DOI: https://doi.org/10.1145/3603166.3632140
Cristiano A. Kunas, Fábio D. Rossi, Marcelo C. Luizelli, Rodrigo N. Calheiros, Philippe O. A. Navaux, Arthur F. Lorenzon:
NeurOPar, A Neural Network-driven EDP Optimization Strategy for Parallel Workloads. 35th IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2023)
DOI: https://doi.org/10.1109/SBAC-PAD59825.2023.00026
Sebastian Pfautsch, Oliver Obst, Bahman Javadi, et al:
Identifying Cool Island Effects and their spatial drivers at Sydney Olympic Park, Australia. International Conference on Countermeasures to Urban Heat Islands (IC2UHI), 2023.
DOI:
2022
Jerry Zhou, Vincent Ho, Bahman Javadi:
New Internet of Medical Things for Home-Based Treatment of Anorectal Disorders. Sensors. 22(2): (2022)
DOI: https://doi.org/10.3390/s22020625 | View PDF
Paulo S. Souza, Tiago C. Ferreto, Fábio D. Rossi, Rodrigo N. Calheiros:
Location-Aware Maintenance Strategies for Edge Computing Infrastructures. IEEE Communications Letters 26(4):848-852 (2022)
DOI: https://doi.org/10.1109/LCOMM.2022.3150243
Kerry Y. Fang, Anupama Ginige, Jim Basilakis; Heidi Bjering, Bahman Javadi:
Smart Homecare Research Translation into Broader Practice: Enablers, Barriers and Directions. IEEE Access 11(22): (2022)
DOI: https://doi.org/10.1109/ACCESS.2022.3229871 | View PDF
Alireza Salehan, Bahman Javadi:
Collaborative Gold Mining Algorithm: An Optimization Algorithm Based on the Natural Gold Mining Process. Electronics 11(22): (2022)
DOI: https://doi.org/10.3390/electronics11223824 | View PDF
Nishan Gunawardena, Jeewani Anupama Ginige, Bahman Javadi, Gough Lui:
Performance Analysis of CNN Models for Mobile Device Eye Tracking with Edge Computing. 26th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2022).
DOI: https://doi.org/10.1016/j.procs.2022.09.288
Quoc Lap Trieu, Bahman Javadi, Jim Basilakis, Adel N. Toosi:
Performance Evaluation of Serverless Edge Computing for Machine Learning Applications, IEEE/ACM UCC 2022.
DOI: https://arxiv.org/abs/2210.10331
2021
Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Hybrid Workflow Scheduling on Edge Cloud Computing Systems. IEEE Access 9:134783-134799(2021)
DOI: 10.1109/ACCESS.2021.3116716 | View PDF
Zahra Makki Nayeri, Toktam Ghafarian, Bahman Javadi:
Application placement in Fog computing with AI approach: Taxonomy and a state of the art survey. Journal of Network and Computer Applications. 185: 103078 (2021)
DOI: 10.1016/j.jnca.2021.103078
Jim Basilakis, Bahman Javadi:
Efficient Parallel Binary Operations on Homomorphic Encrypted Real Numbers. IEEE Transactions on Emerging Topics in Computing. 9(1): 507-519 (2021)
DOI: 10.1109/TETC.2019.2906047
Khaled Alwasel, Rodrigo N. Calheiros, Saurabh Garg, Rajkumar Buyya, Mukaddim Pathan, Dimitrios Georgakopoulos, Rajiv Ranjan.
BigDataSDNSim: A Simulator for Analyzing Big Data Applications in Software-Defined Cloud Data Centers. Software: Practice and Experience 51(5):893-920, Wiley, May 2021.
DOI: 10.1002/spe.2917
Yogesh Sharma, Javid Taheri, Weisheng Si, Daniel Sun, Bahman Javadi:
Dynamic Resource Provisioning for Sustainable Cloud Computing Systems in the Presence of Correlated Failures. IEEE Transactions on Sustainable Computing. 6(4): 641-654 (2021)
DOI: 10.1109/TSUSC.2020.3025180
Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Claudio Cicconetti, Bahman Javadi, Peter Sbarski, Davide Taibi, Marcos Dias de Assunção, Sukhpal Singh Gill, Raj Gaire, Schahram Dustdar:
Serverless Edge Computing: Vision and Challenges. ACSW 2021: 10:1-10:10 Best Paper Award
DOI: 10.1145/3437378.3444367
Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Hybrid Workflow Provisioning and Scheduling on Cooperative Edge Cloud Computing. IEEE/ACM CCGRID 2021: 445-454
DOI: 10.1109/CCGrid51090.2021.00054
Mohammad Alkhalaileh, Rodrigo N. Calheiros, Quang Vinh Nguyen, Bahman Javadi:
Performance Analysis of Mobile, Edge and Cloud Computing Platforms for Distributed Applications, Mobile Edge Computing pp 21-45, Springer 2021.
DOI: https://doi.org/10.1007/978-3-030-69893-5_2
G. Jaspher W. Kathrine, Bahman Javadi, J. Dinesh Peter, G. Matthew Palmer:
An Intelligent Blockchain-Based Framework for Securing Smart Grid,
Industry 4.0 Interoperability, Analytics, Security, and Case Studies, CRC Press 2021.
DOI: https://doi.org/10.1201/9781003048855
2020
Nazanin Zahed Benisi, Mehdi Aminian, Bahman Javadi:
Blockchain-based decentralized storage networks: A survey. Journal of Network and Computer Applications. 162: 102656 (2020)
DOI: 10.1016/j.jnca.2020.102656
Mohammad Alkhalaileh, Rodrigo N. Calheiros, Quang Vinh Nguyen, Bahman Javadi:
Data-intensive application scheduling on Mobile Edge Cloud Computing. Journal of Network and Computer Applications. 167: 102735 (2020)
DOI: 10.1016/j.jnca.2020.102735
Bahman Javadi, Quoc Lap Trieu, Kenan M. Matawie, Rodrigo N. Calheiros:
Smart Food Scanner System Based on Mobile Edge Computing. IC2E 2020: 20-27
DOI: 10.1109/IC2E48712.2020.00009 | View PDF | View Slides
Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Hybrid Workflow Provisioning and Scheduling on Edge Cloud Computing Using a Gradient Descent Search Approach. ISPDC 2020: 68-75
DOI: 10.1109/ISPDC51135.2020.00019
J. Dinesh Peter, Amir H. Alavi, Bahman Javadi, Steven Fernandes:
The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems, Elsevier, March 2020.
Bahman Javadi, Jingtao Sun, Rajiv Ranjan,
“Serverless Architecture for Edge Computing”, IET Edge Book, Accepted 2020.
DOI: 10.1049/pbpc033e_ch12
Hamid Khayyam, Bahman Javadi, Mahdi Jalili, Reza N. Jazar,
“Artificial Intelligence and Internet of Things for Autonomous Vehicles”, Nonlinear Approaches in Engineering Applications, Springer, 2020.
DOI: 10.1007/978-3-030-18963-1_2
2019
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen:
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51(5): 105:1-105:38 (2019)
DOI: 10.1145/3241737 | View PDF
Mutaz Barika, Saurabh Garg, Andrew Chan, Rodrigo N. Calheiros, Rajiv Ranjan.
IoTSim-Stream: Modelling stream graph application in cloud simulation. Future Generation Computer Systems 99:86-105. Elsevier, October 2019.
DOI: 10.1016/j.future.2019.04.004
Yogesh Sharma, Weisheng Si, Daniel Sun, Bahman Javadi:
Failure-aware energy-efficient VM consolidation in cloud computing systems. Future Gener. Comput. Syst. 94: 620-633 (2019)
DOI: 10.1016/j.future.2018.11.052
Rekha Nachiappan, Bahman Javadi, Rodrigo N. Calheiros, Kenan M. Matawie:
ProactiveCache: On Reducing Degraded Read Latency of Erasure Coded Cloud Storage. CloudCom 2019: 223-230
DOI: 10.1109/CloudCom.2019.00041
Mohammad Alkhalaileh, Rodrigo N. Calheiros, Quang Vinh Nguyen, Bahman Javadi:
Dynamic Resource Allocation in Hybrid Mobile Cloud Computing for Data-Intensive Applications. GPC 2019: 176-191
DOI: 10.1007/978-3-030-19223-5_13 | View PDF
Athula Ginige, Bahman Javadi, Rodrigo N. Calheiros, Sheryl L. Hendriks:
A Smart Computing Framework Centered on User and Societal Empowerment to Achieve the Sustainable Development Goals. InterSol 2019: 158-172
DOI: 10.1007/978-3-030-34863-2_14 | View PDF | View Slides
Jim Basilakis, Bahman Javadi:
A General Framework for Privacy-preserving Computation on Cloud Environments. UCC 2019: 123-132
DOI: 10.1145/3344341.3368815
Farhad Mehdipour, Bahman Javadi, Aniket Mahanti, Guillermo Ramírez-Prado:
Fog Computing Realization for Big Data Analytics. Fog and Edge Computing 2019: 259-290
DOI: 10.1002/9781119525080.ch11 | View PDF
2018
Bahman Javadi, Kenan M. Matawie:
Modeling of correlated resources availability in distributed computing systems. Simul. Model. Pract. Theory 82: 147-159 (2018)
DOI: 10.1016/j.simpat.2017.12.017 | View PDF
Mingzhe Yang, Shangguang Wang, Rodrigo N. Calheiros, Fangchun Yang.
Survey on QoE Assessment Approach for Network Service. IEEE Access 6:48374-48390, IEEE, September 2018.
DOI:10.1109/ACCESS.2018.2867253
Marco A. S. Netto, Rodrigo N. Calheiros, Eduardo R. Rodrigues, Renato L. F. Cunha, Rajkumar Buyya.
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges. ACM Computing Surveys 51(1):8, ACM, January 2018.
DOI: 10.1145/3150224
Rekha Nachiappan, Bahman Javadi, Rodrigo N. Calheiros, Kenan M. Matawie:
Adaptive Bandwidth-Efficient Recovery Techniques in Erasure-Coded Cloud Storage. Euro-Par 2018: 325-338
DOI: 10.1007/978-3-319-96983-1_23 | View PDF
Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Cloud Resource Provisioning for Combined Stream and Batch Workflows. IPCCC 2018: 1-8
DOI: 10.1109/PCCC.2018.8710856 | View PDF
Jim Basilakis, Bahman Javadi:
Efficient Parallel Binary Operations on Homomorphic Encrypted Real Numbers. IACR Cryptol. ePrint Arch. 2018: 201 (2018)
J. Dinesh Peter, Amir H. Alavi, Bahman Javadi,
Advances in Big Data and Cloud Computing, Springer, March 2018.
2017
Keyvan RahimiZadeh, Morteza Analoui, Peyman Kabiri, Bahman Javadi:
Workload-Aware Placement of Multi-Tier Applications in Virtualized Datacenters. Comput. J. 60(2): 210-239 (2017)
DOI: 10.1093/comjnl/bxw097
Rekha Nachiappan, Bahman Javadi, Rodrigo N. Calheiros, Kenan M. Matawie:
Cloud storage reliability for Big Data applications: A state of the art survey. Journal of Network and Computer Applications. 97: 35-47 (2017)
DOI: 10.1016/j.jnca.2017.08.011 | View PDF
Bahman Javadi, Rodrigo N. Calheiros, Kenan M. Matawie, Athula Ginige, Amelia Cook:
Smart Nutrition Monitoring System Using Heterogeneous Internet of Things Platform. IDCS 2017: 63-74
DOI: 10.1007/978-3-319-97795-9_6 | View PDF | View Slides
Hamid Reza Qavami, Shahram Jamali, Mohammad Kazem Akbari, Bahman Javadi:
A Learning Automata Based Dynamic Resource Provisioning in Cloud Computing Environments. PDCAT 2017: 502-509
DOI: 10.1109/PDCAT.2017.00086 | View PDF | View Slides
Yogesh Sharma, Bahman Javadi, Weisheng Si, Daniel Sun:
Reliable and Energy Efficient Resource Provisioning and Allocation in Cloud Computing. UCC 2017: 57-66. Best Paper Finalist
DOI: 10.1145/3147213.3147218 | View PDF | View Slides [by Y. Sharma]
2016
Farhad Mehdipour, Hamid Noori, Bahman Javadi:
Energy-Efficient Big Data Analytics in Datacenters. Adv. Comput. 100: 59-101 (2016)
DOI: 10.1016/bs.adcom.2015.10.002 | View PDF
Jemal H. Abawajy, Guojun Wang, Laurence T. Yang, Bahman Javadi:
Trust, Security and Privacy in Emerging Distributed Systems. Future Gener. Comput. Syst. 55: 224-226 (2016)
DOI: 10.1016/j.future.2015.11.008
Yogesh Sharma, Bahman Javadi, Weisheng Si, Daniel Sun:
Reliability and energy efficiency in cloud computing systems: Survey and taxonomy. Journal of Network and Computer Applications. 74: 66-85 (2016)
DOI: 10.1016/j.jnca.2016.08.010 | View PDF
Farhad Mehdipour, Bahman Javadi, Aniket Mahanti:
FOG-Engine: Towards Big Data Analytics in the Fog. DASC/PiCom/DataCom/CyberSciTech 2016: 640-646
DOI: 10.1109/DASC-PICom-DataCom-CyberSciTec.2016.116 | View PDF | View Slides [ by F. Mehdipour]
Farhad Ahamed, Seyed A. Shahrestani, Bahman Javadi:
Security Aware and Energy-Efficient Virtual Machine Consolidation in Cloud Computing Systems. Trustcom/BigDataSE/ISPA 2016: 1516-1523
DOI: 10.1109/TrustCom.2016.0236 | View PDF | View Slides
2015
Mostafa Rezvani, Mohammad Kazem Akbari, Bahman Javadi:
Resource Allocation in Cloud Computing Environments Based on Integer Linear Programming. Comput. J. 58(2): 300-314 (2015)
DOI: 10.1093/comjnl/bxu024
Toktam Ghafarian, Bahman Javadi:
Cloud-aware data intensive workflow scheduling on volunteer computing systems. Future Gener. Comput. Syst. 51: 87-97 (2015)
DOI: 10.1016/j.future.2014.11.007
Keyvan RahimiZadeh, Morteza Analoui, Peyman Kabiri, Bahman Javadi:
Performance modeling and analysis of virtualized multi-tier applications under dynamic workloads. Journal of Network and Computer Applications. 56: 166-187 (2015)
DOI: 10.1016/j.jnca.2015.06.020
Toktam Ghafarian-M., Bahman Javadi, Rajkumar Buyya:
Decentralised workflow scheduling in volunteer computing systems. Int. J. Parallel Emergent Distributed Syst. 30(5): 343-365 (2015)
DOI: DOI: 10.1080/17445760.2014.973876
Farhad Ahamed, Seyed Shahrestani, Bahman Javadi, “Developing Security Profile for Virtual Machines to Ensure Secured Consolidation: Conceptual Model”, The 13th Australasian Symposium on Parallel and Distributed Computing (AusPDC), Sydney, Australia, January 2015.
Best Poster Award.
Jim Basilakis, Bahman Javadi, Anthony Maeder, “The Potential for Machine Learning Analysis over Encrypted Data in Cloud-based Clinical Decision Support – Background and Review”, The 8th Australasian Workshop on Health Informatics and Knowledge Management (HIKM), Sydney, Australia, January 2015.
Yogesh Sharma, Bahman Javadi, Weisheng Si, “On the Reliability and Energy Efficiency in Cloud Computing”, Australian Computer Science Week (ACSW), Doctoral Consortium, Sydney, Australia, January 2015.
CORE Award Recipient.
2014
Bahman Javadi, Boyu Zhang and Michela Taufer, “Bandwidth Modeling in Large Distributed Systems for Big Data Applications”, The 15th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2014), Hong Kong, December 2014.
DOI: 10.1109/PDCAT.2014.12 | View PDF | View slides
Hojjat Sharifi, M. Kazem Akbari, Bahman Javadi, “Performance Modeling of Adaptive Routing Communication Networks in Multi-Cluster Systems under Bit-reversal Traffic”, International Journal of Communication Networks and Distributed Systems, 12(4) (2014) 442-465.
Kenan Matawie and Bahman Javadi, “Mixture distribution model for resources availability in volunteer computing systems”, 29th International Workshop on Statistical Modelling (IWSM 2014), Göttingen, Germany, August 2014.
Mohsen Amini, Bahman Javadi, and Rajkumar Buyya, “Resource Provisioning based on Preempting Virtual Machines in Resource Sharing Environments”, Journal of Concurrency and Computation: Practice and Experience, 26 (2) (2014), 412-433.
DOI: 10.1002/cpe.3004
Zahra Pooranian, Mohammad Shojafar, Bahman Javadi, Ajith Abraham “Using Imperialist Competition Algorithm for Independent Task Scheduling in Grid Computing”, Journal of Intelligent and Fuzzy Systems, 27(1) (2014) 187-199.
DOI: 10.3233/IFS-130988