% InProceedings{ example, % author = {authors}, % title = {titel}, % booktitle = {booktitle}, % year = {2020}, % note = {To appear.}, % url_pdf = {../pdf/file_name.pdf}, % url_paper = {link of the paper on IEEE or ACM, if applicable}, % url_demo = {demo or poster or etc., if applicable}, % url_slides = {slides.ppt or slideshare link, if applicable} % } %% 2025 @inproceedings{pourali2025icpe, title={PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time}, author={Pourali, Alireza and Boukani, Arian and Khazaei, Hamzeh}, booktitle={International Conference on Performance Engineering (ICPE '25)}, year={2025}, publisher={ACM}, doi={10.48550/arXiv.2412.15519}, url_paper={https://arxiv.org/abs/2412.15519}, url_pdf={https://arxiv.org/pdf/2412.15519} } %% 2024 @inproceedings{akhtarian2024acsos, title={Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems}, author={Akhtarian, Nazanin and Khazaei, Hamzeh and Litoiu, Marin}, booktitle={IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS '24)}, year={2024}, publisher={IEEE}, url_pdf={https://arxiv.org/pdf/2407.07287}, } @article{fan2024mdpi, author={Fan, Caixiang and Khazaei, Hamzeh and Musilek, Petr}, journal={Future Internet 2024}, title={{BPET: A Unified Blockchain-Based Framework for Peer-to-Peer Energy Trading}}, year={2024}, volume={16}, number={5}, pages={}, doi={10.3390/fi16050162}, url_paper={https://www.mdpi.com/1999-5903/16/5/162}, url_pdf={https://www.mdpi.com/1999-5903/16/5/162/pdf?version=1715239156}, } @inproceedings{torabi2024icpe, title={A Learning-Based Caching Mechanism for Edge Content Delivery}, author={Torabi, Hoda and Khazaei, Hamzeh and Litoiu, Marin}, booktitle={International Conference on Performance Engineering (ICPE '24)}, year={2024}, publisher={ACM}, doi={10.48550/arXiv.2402.02795}, url_paper={https://arxiv.org/abs/2402.02795}, url_pdf={https://arxiv.org/pdf/2402.02795.pdf} } %% 2023 @inproceedings{prabjot2023acsos, title={Reviving Software Diversity in Microservices to Optimize the Performance of Software Systems}, author={Dhaliwal, Prabjot and Khazaei, Hamzeh}, booktitle={IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS '23)}, year={2023}, publisher={IEEE}, url_paper={https://www.computer.org/csdl/proceedings-article/acsos-c/2023/374600a031/1SN6zkS3AJ2}, url_pdf={https://www.computer.org/csdl/proceedings-article/acsos-c/2023/374600a031/1SN6zkS3AJ2}, url_demo={https://www.youtube.com/watch?v=oeMCxlDtU64} } @article{lin2023tpdsfaas, author={Lin, Changyuan and Mahmoudi, Nima and Fan, Caixiang and Khazaei, Hamzeh}, journal={IEEE Transactions on Parallel and Distributed Systems}, title={Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications}, year={2023}, volume={34}, number={1}, pages={180-194}, doi={10.1109/TPDS.2022.3214783}, url_paper={https://ieeexplore.ieee.org/abstract/document/9919386/}, url_pdf={https://github.com/pacslab/publications/raw/master/pdf/lin2023faas.pdf} } %% 2022 @inproceedings{jaime2022cascon, title={GreenLAC: Resource-Aware Dynamic Load Balancer for Serverless Edge Computing Platforms with AWS Greengrass}, author={Dantas, Jaime and Litoiu, Marin and Khazaei, Hamzeh}, booktitle={Proceedings of the 32st Annual International Conference on Computer Science and Software Engineering (CASCON '22)}, year={2022}, publisher={ACM}, doi={10.5555/3566055.3566075}, url_paper={https://dl.acm.org/doi/10.5555/3566055.3566075}, url_pdf={https://github.com/pacslab/publications/raw/master/pdf/jaime2022cascon.pdf}, } @inproceedings{fan2022besu, author={Fan, Caixiang and Lin, Changyuan and Khazaei, Hamzeh and Musilek, Petr}, booktitle={2022 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS)}, title={Performance Analysis of Hyperledger Besu in Private Blockchain}, year={2022}, pages={64-73}, doi={10.1109/DAPPS55202.2022.00016}, url_paper={https://ieeexplore.ieee.org/abstract/document/9899854}, url_pdf={https://github.com/pacslab/publications/raw/master/pdf/fan2022besu.pdf}, } @inproceedings{jaime2022ieee, title={Application Deployment Strategies for Reducing the Cold Start Delay of AWS Lambda}, author={Dantas, Jaime and Litoiu, Marin and Khazaei, Hamzeh}, booktitle={Proceedings of the 2022 IEEE 15th International Conference on Cloud Computing (CLOUD))}, year={2022}, publisher={IEEE}, doi={10.1109/CLOUD55607.2022.00016}, url_paper={https://ieeexplore.ieee.org/abstract/document/9860368}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/jaime2022ieee.pdf}, } @misc{mahmoudi2022mlproxy, title={{MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing Platforms}}, author={Nima Mahmoudi and Hamzeh Khazaei}, year={2022}, eprint={2202.11243}, archivePrefix={arXiv}, doi={10.48550/arXiv.2202.11243}, url_paper={https://arxiv.org/abs/2202.11243}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/mahmoudi2022mlproxy.pdf}, primaryClass={cs.DC} } @article{mahmoudi2022concperf, author={Mahmoudi, Nima and Khazaei, Hamzeh}, journal={IEEE Transactions on Cloud Computing}, title={{Performance Modeling of Metric-Based Serverless Computing Platforms}}, year={2022}, volume={}, number={}, pages={1-13}, doi={10.1109/TCC.2022.3169619}, url_paper={https://ieeexplore.ieee.org/document/9763051}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/mahmoudi2022concperf.pdf}, } %% 2021 @inproceedings{jaime2021biasautoscaler, author={Dantas, Jaime and Litoiu, Marin and Khazaei, Hamzeh}, title={{BIAS Autoscaler: Leveraging Burstable Instances for Cost-Effective Autoscaling on Cloud Systems}}, year={2021}, publisher = {Association for Computing Machinery}, booktitle={{Proceedings of the 7th International Workshop on Serverless Computing}}, pages={1--8}, numpages = {8}, keywords = {autoscaling, resource provisioning, burstable instances, cloud computing}, location = {Québec, Canada}, series = {WOSC '21}, doi={10.1145/3493651.3493667}, url_paper={https://dl.acm.org/doi/10.1145/3493651.3493667}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/jaime2021biasautoscaler.pdf}, url_slides={https://www.serverlesscomputing.org/wosc7/presentations/BIAS-Autoscaler_Paper.pdf}, } @inproceedings{hajihassani2021obscure, author = {Hajihassani, Omid and Ardakanian, Omid and Khazaei, Hamzeh}, title = {ObscureNet: Learning Attribute-Invariant Latent Representation for Anonymizing Sensor Data}, year = {2021}, isbn = {9781450383547}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, doi = {10.1145/3450268.3453534}, booktitle = {Proceedings of the International Conference on Internet-of-Things Design and Implementation}, pages = {40--52}, numpages = {13}, keywords = {Conditional generative models, sensor data anonymization}, location = {Charlottesvle, VA, USA}, series = {IoTDI '21}, url_paper = {https://doi.org/10.1145/3450268.3453534} } @article{fan2021performance, title={{Performance Analysis of the IOTA DAG-based Distributed Ledger}}, author={Fan, Caixiang and Ghaemi, Sara and Khazaei, Hamzeh and Chen, Yuxiang and Musilek, Petr}, journal={ACM Transactions on Modeling and Performance Evaluation of Computing Systems}, volume={9}, number={5}, pages={1--21}, year={2021}, publisher={ACM New York, NY}, url_paper={https://dl.acm.org/doi/abs/10.1145/3485188}, url_pdf={https://github.com/pacslab/publications/blob/master/pdf/fan2021performanceIOTA.pdf} } @article{lin2021autosecmng, author = {Lin, Changyuan and Khazaei, Hamzeh and Walenstein, Andrew and Malton, Andrew}, title = {Autonomic Security Management for IoT Smart Spaces}, year = {2021}, journal={ACM Transactions on Internet of Things}, issue_date = {November 2021}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, volume = {2}, number = {4}, issn = {2691-1914}, doi = {10.1145/3466696}, month = aug, articleno = {27}, url_paper={https://dl.acm.org/doi/10.1145/3466696}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/lin2021autonomic.pdf} } @article{sabuhi2021adaptivecontroller, author={Sabuhi, Mikael and Mahmoudi, Nima and Khazaei, Hamzeh}, journal={ACM Transactions on Autonomous and Adaptive Systems}, title={{Optimizing the Performance of Containerized Cloud Software Systems using Adaptive PID-Controllers}}, year={2021}, volume={}, number={}, pages={1--27}, doi={}, url_paper={}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/sabuhi2021adaptivecontroller.pdf}, url_slides={}, url_demo={} } @inproceedings{goli2021holistic, title={{A Holistic Machine Learning-Based Autoscaling Approach for Microservice Applications}}, author={Goli, Alireza and Mahmoudi, Nima and Khazaei, Hamzeh and Ardakanian, Omid}, booktitle={{The 11th International Conference on Cloud Computing and Services Science}}, year={2021}, organization={INSTICC}, url_paper={https://www.researchgate.net/publication/349550949_A_Holistic_Machine_Learning-Based_Autoscaling_Approach_for_Microservice_Applications}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/MLWaterfallAutoscaling_CLOSER2021.pdf} } @inproceedings{mahmoudi2021simfaas, author={Mahmoudi, Nima and Khazaei, Hamzeh}, title={{SimFaaS: A Performance Simulator for Serverless Computing Platforms}}, year={2021}, publisher={SciTePress}, organization={INSTICC}, booktitle={{Proceedings of the 11th International Conference on Cloud Computing and Services Science}}, pages={23-33}, numpages = {11}, keywords = {performance modelling, serverless computing, serverless, simulator, performance}, series = {CLOSER '21}, doi={10.5220/0010376500230033}, url_paper={https://www.scitepress.org/Link.aspx?doi=10.5220/0010376500230033}, url_preprint={https://arxiv.org/abs/2102.08904}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/SimFaaS_CLOSER2021_Website_Preprint.pdf}, url_slides={https://www.slideshare.net/NimaMahmoudi/simfaascloser2021}, url_demo={https://youtu.be/jtv0fv_qgK4} } @inproceedings{hajihassani2021obscurenet, author={Hajihassani, Omid and Ardakanian, Omid and Khazaei, Hamzeh}, title={{ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data}}, year={2021}, publisher = {ACM/IEEE}, booktitle={{In Proceedings of the 6th ACM/IEEE Conference on Internet of Things Design and Implementation}}, numpages = {13}, series = {IoTDI'21}, url_pdf={} } @inproceedings{gholami2021upgradedocker, author={Gholami, Sara and Khazaei, Hamzeh and Bezemer, Cor-Paul}, title={{Should you Upgrade Official Docker Hub Images in Production Environments?}}, year={2021}, publisher = {Institute of Electrical and Electronics Engineers}, booktitle={{In Proceedings of the International Conference on Software Engineering (ICSE)}}, pages={1--5}, numpages = {5}, keywords = {Dependency upgrades, Downgrades, Docker, Docker Hub, Containerization}, location = {Madrid, Spain}, series = {ICSE '21}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/gholami_icse21.pdf}, url_demo={https://youtu.be/HPCjNP5sAnE} } @article{lin2021tpdsperf, author={Lin, Changyuan and Khazaei, Hamzeh}, journal={IEEE Transactions on Parallel and Distributed Systems}, title={Modeling and Optimization of Performance and Cost of Serverless Applications}, year={2021}, volume={32}, number={3}, pages={615-632}, url_paper={https://ieeexplore.ieee.org/document/9214428}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/lin2020tpdsperf.pdf}, url_demo={https://youtu.be/zdpQazKWHAs} } %% 2020 @article{mahmoudi2020tccserverless, author={Mahmoudi, Nima and Khazaei, Hamzeh}, journal={IEEE Transactions on Cloud Computing}, title={{Performance Modeling of Serverless Computing Platforms}}, year={2020}, volume={}, number={}, pages={1-15}, doi={10.1109/TCC.2020.3033373}, url_paper={https://ieeexplore.ieee.org/document/9238484}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/mahmoudi2020tccserverless.pdf}, url_slides={https://www.slideshare.net/NimaMahmoudi/performance-modeling-of-serverless-computing-platforms-cascon2020-workshop-on-cloud-computing}, url_demo={https://youtu.be/R3-gEd_0TF8} } @article{khazaei2020tccmicro, author={Khazaei, Hamzeh and Mahmoudi, Nima and Barna, Cornel and Litoiu, Marin}, journal={IEEE Transactions on Cloud Computing}, title={{Performance Modeling of Microservice Platforms}}, year={2020}, volume={}, number={}, pages={1-15}, url_paper={https://ieeexplore.ieee.org/document/9215019}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/khazaei2020tccmicro.pdf} } @inproceedings{mahmoudi2020tempperf, author={Mahmoudi, Nima and Khazaei, Hamzeh}, title={{Temporal Performance Modelling of Serverless Computing Platforms}}, year={2020}, publisher = {Association for Computing Machinery}, booktitle={{Proceedings of the 6th International Workshop on Serverless Computing}}, pages={1--6}, numpages = {6}, keywords = {performance modelling, serverless computing, serverless, temporal, transient, performance}, location = {TU Delft, Netherlands}, series = {WOSC '20}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/TemporalServerlessPerfModelling2020.pdf} } @inproceedings{lin2020docker, title={A Large-scale Data Set and an Empirical Study of Docker Images Hosted on Docker Hub}, author={Lin, Changyuan and Nadi, Sarah and Khazaei, Hamzeh}, booktitle={Proceedings of the 36th IEEE International Conference on Software Maintenance and Evolution (ICSME))}, year={2020}, publisher={IEEE}, url_paper={https://ieeexplore.ieee.org/document/9240654}, url_pdf={https://pacs.eecs.yorku.ca/pubs/pdf/lin2020docker.pdf}, url_demo={https://youtu.be/fVHO6IhfYnE} } @article{ghaemi2020chainfaas, title={ChainFaaS: An Open Blockchain-based Serverless Platform}, author={Ghaemi, Sara and Khazaei, Hamzeh and Musilek, Petr}, journal={IEEE Access}, year={2020}, publisher={IEEE}, url_paper={https://ieeexplore.ieee.org/document/9143110} } @article{fan2020performance, title={Performance Evaluation of Blockchain Systems: A Systematic Survey}, author={Fan, Caixiang and Ghaemi, Sara and Khazaei, Hamzeh and Musilek, Petr}, journal={IEEE Access}, year={2020}, publisher={IEEE}, url_pdf={https://github.com/pacslab/publications/blob/master/pdf/Fan2020performance.pdf}, url_paper={https://ieeexplore.ieee.org/abstract/document/9129732} } @inproceedings{goli2020migrating, title={Migrating from Monolithic to Serverless: A FinTech Case Study}, author={Goli, Alireza and Hajihassani, Omid and Khazaei, Hamzeh and Ardakanian, Omid and Rashidi, Moe and Dauphinee, Tyler}, booktitle={Companion of the 2020 ACM/SPEC International Conference on Performance Engineering}, year={2020}, organization={ACM}, url_pdf={https://github.com/pacslab/publications/raw/master/pdf/goli_2020_serverless_migration.pdf} } %% 2019 @inproceedings{gholami2020framework, title={A Framework for Satisfying the Performance Requirements of Containerized Software Systems Through Multi-Versioning}, author={Gholami, Sara and Goli, Alireza and Bezemer, Cor-Paul and Khazaei, Hamzeh}, booktitle={Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering}, year={2020}, organization={ACM}, url_pdf={https://github.com/pacslab/publications/raw/master/pdf/gholami2020framework.pdf} } @inproceedings{mahmoudi2019optimizing, title={Optimizing serverless computing: introducing an adaptive function placement algorithm}, author={Mahmoudi, Nima and Lin, Changyuan and Khazaei, Hamzeh and Litoiu, Marin}, booktitle={Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering}, pages={203--213}, year={2019}, url_pdf={https://dl.acm.org/citation.cfm?id=3370294}, organization={IBM Corp.} } @inproceedings{fan2019towards, title={Towards A Scalable DAG-based Distributed Ledger for Smart Communities}, author={Fan, Stephen and Khazaei, Hamzeh and Chen, Yuxiang and Musilek, Petr}, booktitle={Proceedings of the 5th IEEE World Forum on Internet of Things}, year={2019} } %% 2018 @inproceedings{khazaei2018adaptation, title={Adaptation as a Service}, author={Khazaei, Hamzeh and Ghanbari, Alireza and Litoiu, Marin}, booktitle={Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering}, pages={282--288}, year={2018}, url_slides={https://www.slideshare.net/HamzehKhazaei/adaptation-as-a-service}, url_pdf={../pdf/Adaptation_as_a_Service.pdf}, organization={IBM Corp.} } %% 2017 @inproceedings{khazaei2017savi, title={SAVI-IoT: A Self-Managing Containerized IoT Platform}, author={Khazaei, Hamzeh and Bannazadeh, Hadi and Leon-Garcia, Alberto}, booktitle={The IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud17)}, year={2017} } @inproceedings{khazaei2017elascale, title={Elascale: autoscaling and monitoring as a service}, author={Khazaei, Hamzeh and Ravichandiran, Rajsimman and Park, Byungchul and Bannazadeh, Hadi and Tizghadam, Ali and Leon-Garcia, Alberto}, booktitle={Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering}, pages={234--240}, year={2017}, url_pdf={https://www.researchgate.net/publication/320975600_Elascale_Autoscaling_and_Monitoring_as_a_Service}, url_slides={https://www.slideshare.net/HamzehKhazaei/elascale-poster}, url_demo={https://www.youtube.com/watch?v=5EfE0cBL5uc}, organization={IBM Corp.} } @inproceedings{barna2017delivering, title={Delivering elastic containerized cloud applications to enable DevOps}, author={Barna, Cornel and Khazaei, Hamzeh and Fokaefs, Marios and Litoiu, Marin}, booktitle={Proceedings of the 12th International Symposium on Software Engineering for Adaptive and Self-Managing Systems}, pages={65--75}, year={2017}, organization={IEEE Press} } @inproceedings{beigi2017implementation, title={Implementation of self-managing applications on cloud using overlay networks}, author={Beigi-Mohammadi, Nasim and Khazaei, Hamzeh and Shtern, Mark and Barna, Cornel and Litoiu, Marin}, booktitle={2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}, pages={871--872}, year={2017}, organization={IEEE} } @inproceedings{beigi2017adaptive, title={Adaptive service management for cloud applications using overlay networks}, author={Beigi-Mohammadi, Nasim and Khazaei, Hamzeh and Shtern, Mark and Barna, Cornel and Litoiu, Marin}, booktitle={2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}, pages={386--392}, year={2017}, organization={IEEE} } @inproceedings{khazaei2017end, title={End-to-end management of IoT applications}, author={Khazaei, Hamzeh and Bannazadeh, Hadi and Leon-Garcia, Alberto}, booktitle={IEEE Conference on Network Softwarization (NetSoft)}, year={2017}, organization={IEEE} } %% 2016 @inproceedings{khazaei2016efficiency, title={Efficiency analysis of provisioning microservices}, author={Khazaei, Hamzeh and Barna, Cornel and Beigi-Mohammadi, Nasim and Litoiu, Marin}, booktitle={2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)}, pages={261--268}, year={2016}, organization={IEEE} } @inproceedings{zareian2016big, title={A big data framework for cloud monitoring}, author={Zareian, Saeed and Fokaefs, Marios and Khazaei, Hamzeh and Litoiu, Marin and Zhang, Xi}, booktitle={Proceedings of the 2nd International Workshop on BIG Data Software Engineering}, pages={58--64}, year={2016}, organization={ACM} } @inproceedings{beigi2016efficiency, title={On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications}, author={Beigi-Mohammadi, Nasim and Khazaei, Hamzeh and Shtern, Mark and Barna, Cornel and Litoiu, Marin}, booktitle={13th IEEE International Conference on Autonomic Computing (ICAC 2016)}, pages={39}, year={2016}, organization={IEEE} } @inproceedings{beigi2016caamp, title={CAAMP: Completely Automated DDoS Attack Mitigation Platform in Hybrid Clouds}, author={Beigi-Mohammadi, Nasim and Barna, Cornel and Shtern, Mark and Khazaei, Hamzeh and Litoiu, Marin}, booktitle={12th International Conference of Network and Service Management (CNSM)}, year={2016} } @inproceedings{khazaei2016realtime, title={Realtime Big Data Analytics for Event Detection in Highways}, author={Khazaei, Hamzeh and Veleda, Rodrigo and Litoiu, Marin}, booktitle={IEEE 3rd World Forum on Internet of Things (WF-IoT)}, year={2016}, organization={IEEE} } %% 2015 @inproceedings{khazaei2015sipresk, title={Sipresk: A Big Data Analytic Platform for Smart Transportation}, author={Khazaei, Hamzeh and Zareian, Saeed and Veleda, Rodrigo and Litoiu, Marin}, booktitle={EAI International Conference on Big Data and Analytics for Smart Cities}, year={2015}, organization={EAI} } @inproceedings{sandal2015default, title={To default or not to default: exposing limitations to HBase cluster deployers}, author={Sandal, Roni and Fokaefs, Marios and Shtern, Mark and Khazaei, Hamzeh and Litoiu, Marin}, booktitle={CASCON '15 Proceedings of the 25th Annual International Conference on Computer Science and Software Engineering}, pages={227--230}, year={2015}, organization={ACM} } %%2014 @inproceedings{khazaei2014performance, title={Performance of an IaaS Cloud with Live Migration of Virtual Machines}, author={Khazaei, Hamzeh and Mi{\v{s}}ic, Jelena and Mi{\v{s}}ic, Vojislav B}, booktitle={IEEE Globecom 13}, year={2014}, organization={IEEE} } @inproceedings{khazaei2014toward, title={Toward a Big Data Healthcare Analytics System: a Mathematical Modeling Perspective}, author={Khazaei, Hamzeh and McGregor, Carolyn and Eklund, Mikael and El-Khatib, Khalil and Thommandram, Anirudh}, booktitle={IEEE World Congress on Services}, year={2014}, organization={IEEE} } @inproceedings{beigi2014intrusion, title={An intrusion detection system for smart grid neighborhood area network}, author={Beigi-Mohammadi, Nasim and Mi{\v{s}}i{\'c}, Jelena and Khazaei, Hamzeh and Mi{\v{s}}i{\'c}, Vojislav B}, booktitle={2014 IEEE International Conference on Communications (ICC)}, pages={4125--4130}, year={2014}, organization={IEEE} } %% 2013 @inproceedings{khazaei2013modeling, title={Modeling the performance of heterogeneous IaaS cloud centers}, author={Khazaei, Hamzeh and Mi{\v{s}}ic, Jelena and Mi{\v{s}}ic, Vojislav B and Beigi-Mohammadi, Nasim}, booktitle={2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops (ICDCSW)}, volume={202}, pages={232--237}, year={2013}, organization={IEEE} } %% 2012 @inproceedings{khazaei2012availability, title={Availability analysis of cloud computing centers}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislav B and Beigi-Mohammadi, Nasim}, booktitle={Global Communications Conference (GLOBECOM), IEEE}, pages={1957--1962}, year={2012}, organization={IEEE} } @inproceedings{khazaei2012performance, title={Performance Analysis of Cloud Centers under Burst Arrivals and Total Rejection Policy}, author={Khazaei, Hamzeh and Mi{\v{s}}ic, Jelena and Mi{\v{s}}ic, Vojislav B}, booktitle={Global Communications Conference (GLOBECOM), IEEE}, pages={1--6}, year={2012}, organization={IEEE} } %% 2011 @article{khazaei2011performance, title={On the performance and dimensioning of cloud computing centers}, author={Khazaei, H and Mi{\v{s}}ic, J and Mi{\v{s}}ic, VB}, journal={Cloud computing: methodology, system, and applications}, pages={151--165}, year={2011} } @inproceedings{rashwand2011performance, title={Performance analysis of IEEE 802.15. 6 under saturation condition and error-prone channel}, author={Rashwand, Saeed and Mi{\v{s}}i{\'c}, Jelena and Khazaei, Hamzeh}, booktitle={2011 IEEE Wireless Communications and Networking Conference}, pages={1167--1172}, year={2011}, organization={IEEE} } @inproceedings{khazaei2011modelling, title={Modelling of cloud computing centers using M/G/m queues}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislave B}, booktitle={2011 31st International Conference on Distributed Computing Systems Workshops}, pages={87--92}, year={2011}, organization={IEEE} } %% 2010 @inproceedings{khazaei2010mobile, title={Mobile software agents for wireless network mapping and dynamic routing}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislav B}, booktitle={2010 IEEE 30th International Conference on Distributed Computing Systems Workshops}, pages={240--246}, year={2010}, organization={IEEE} } @inproceedings{khazaei2010performance, title={Performance analysis of cloud computing centers}, author={Khazaei, Hamzeh and Mi{\v{s}}i{\'c}, Jelena and Mi{\v{s}}i{\'c}, Vojislav B}, booktitle={International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness}, pages={251--264}, year={2010}, organization={Springer, Berlin, Heidelberg} } %% 2008 @inproceedings{khazaei2008fingerprint, title={Fingerprint matching algorithm based on voronoi diagram}, author={Khazaei, Hamzeh and Mohades, Ali}, booktitle={2008 International Conference on Computational Sciences and Its Applications}, pages={433--440}, year={2008}, organization={IEEE} } @article{khazaei2008mobile, title={Mobile Database Systems}, author={Khazaei, Hamzeh}, journal={Math \& Computer Science Department, Amirkabir University of Technology (Tehran Polytechnic)}, year={2008} } @article{tizghadam2019machine, title={Machine Learning in Transportation}, author={Tizghadam, Ali and Khazaei, Hamzeh and Moghaddam, Mohammad HY and Hassan, Yasser}, journal={Journal of Advanced Transportation}, volume={2019}, year={2019}, publisher={Hindawi} } @article{khazaei2016choose, title={How do I choose the right NoSQL solution? A comprehensive theoretical and experimental survey}, author={Khazaei, Hamzeh and Fokaefs, Marios and Zareian, Saeed and Beigi-Mohammadi, Nasim and Ramprasad, Brian and Shtern, Mark and Gaikwad, Purwa and Litoiu, Marin}, journal={Big Data and Information Analytics}, volume={2}, number={1}, year={2016}, publisher={American Institute of Mathematical Sciences (AIMS)} } @article{hayes2015design, title={Design and Analytical Model of a Platform-as-a-Service Cloud for Healthcare}, author={Hayes, Garrett and Khazaei, Hamzeh and El-Khatib, Khalil and McGregor, Carolyn and Eklund, Mikael}, journal={Journal of Internet Technology (JIT)}, volume={16}, number={1}, year={2015} } @article{khazaei2015real, title={Real-time and Retrospective Health Analytics as Services: A Novel Framework}, author={Khazaei, Hamzeh and McGregor, Carolyn and Eklund, J. Mikael and El-Khatib, Khalil}, journal={JMIR Med Inform}, year={2015}, publisher={Journal of Medical Internet Research} } @article{khazaei2015health, title={Health Infomatics for Neonatal Intensive Care Units: an Analytical Modeling Perspective}, author={Khazaei, Hamzeh and Mench-Bressan, Nadja and McGregor, Carolyn and Pugh, J. Edward}, journal={IEEE Journal of Translational Engineering in Health and Medicine}, pages={1--1}, year={2015}, publisher={IEEE} } @article{khazaei2013analysis, title={Analysis of a pool management scheme for cloud computing centers}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, V and Rashwand, Saeed}, journal={IEEE Transactions on Parallel and Distributed Systems}, volume={24}, number={5}, pages={849--861}, year={2013}, publisher={IEEE} } @article{khazaei2013fine, title={A fine-grained performance model of cloud computing centers}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislav}, journal={IEEE Transactions on Parallel and Distributed Systems}, volume={24}, number={11}, pages={2138--2147}, year={2013}, publisher={IEEE} } @article{khazaei2013performance, title={Performance of Cloud Centers with High Degree of Virtualization under Batch Task Arrivals}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislav}, journal={IEEE Transactions on Parallel and Distributed Systems}, volume={24}, number={12}, pages={2429--2438}, year={2013}, publisher={IEEE} } @BOOK{khazaei2013thesisbook, TITLE = {Perfomance and Availability Analysis of Cloud Computing Centers}, SUBTITLE = {An Analytical Modoling Perspective}, AUTHOR = {Khazaei, Hamzeh}, YEAR = {2013}, PUBLISHER = {Scholars' Pres}, } @article{khazaei2012performance, title={Performance analysis of cloud computing centers using m/g/m/m+r queuing systems}, author={Khazaei, Hamzeh and Misic, Jelena and Misic, Vojislav B}, journal={IEEE Transactions on Parallel and Distributed Systems}, volume={23}, number={5}, pages={936--943}, year={2012}, publisher={IEEE} } @article{beigi2012framework, title={A framework for intrusion detection system in advanced metering infrastructure}, author={Beigi-Mohammadi, Nasim and Mi{\v{s}}i{\'c}, Jelena and Mi{\v{s}}i{\'c}, Vojislav B and Khazaei, Hamzeh}, journal={Security and Communication Networks}, year={2012} } @article{khazaei2011performance, title={Performance evaluation of cloud data centers with batch task arrivals}, author={Khazaei, Hamzeh and Mi{\v{s}}ic, J and Mi{\v{s}}ic, VB}, journal={Communication Infrastructures for Cloud Computing: Design and Applications}, year={2011} } @article{khazaei2011performance, title={On the performance and dimensioning of cloud computing centers}, author={Khazaei, H and Mi{\v{s}}ic, J and Mi{\v{s}}ic, VB}, journal={Cloud computing: methodology, system, and applications}, pages={151--165}, year={2011} } @article{rashwand2011ieee, title={IEEE 802.15. 6 under saturation: Some problems to be expected}, author={Rashwand, Saeed and Mi{\v{s}}i{\'c}, Jelena and Khazaei, Hamzeh}, journal={Journal of Communications and Networks}, volume={13}, number={2}, pages={142--148}, year={2011}, publisher={IEEE} } @article{khazaei2008mobile, title={Mobile Database Systems}, author={Khazaei, Hamzeh}, journal={Math \& Computer Science Department, Amirkabir University of Technology (Tehran Polytechnic)}, year={2008} } @journal{fan2019master, title = {Performance Analysis and Design of an IoT-Friendly DAG-based Distributed Ledger System}, author = {Fan, Caixiang}, Journal = {University of Alberta}, url_pdf = {https://era.library.ualberta.ca/items/7c15bfec-cf11-4168-875b-8489788a0b51/view/b61e95f3-743f-409f-897f-47747ca912e1/Fan_Caixiang_201905_MSc.pdf}, year = {2019} } @journal{khazaei2013phd, title = {Performance modeling of cloud computing centers}, Journla = {University of Manitoba}, author = {Hamzeh Khazaei}, url_pdf = {https://mspace.lib.umanitoba.ca/bitstream/handle/1993/16682/khazaei_hamzeh.pdf?sequence=1&isAllowed=y}, year = {2013} } @journal{khazaei2008msc, title = {Matching and classification of fingerprints using computational geometry algorithms (In Persian)}, Journal = {Amirkabir University of Technology}, author = {Hamzeh Khazaei}, url_pdf = {https://www.eecs.yorku.ca/~hkh/files/Hamzeh_Khazaei-MSc-Thesis.pdf}, year = {2008} } @BOOK{khazaei2006mysql, TITLE = {MySQL Quick Guide}, SUBTITLE = {In Persian}, AUTHOR = {Khazaei, Hamzeh, Ali-Momeni, Mohsen and Saberain, Mohammad Amin and Majdzadeh, Ali}, YEAR = {2006}, PUBLISHER = {Advanced Informaion & Communication Technology Research Center (AICTC), Sharif University of Technology} }