Hamzeh Khazaei

75 papers A 1B 16C 4Journal 30Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CAPE: Generalized Convergence Prediction Across Architectures Without Full Training. Trans. Mach. Learn. Res. Alireza Pourali, Arian Boukani, Hamzeh Khazaei
2026	B	`conf`	ORION: Integrated Runtime Modelling for Predicting Deep Learning Training Time. ICPE Alireza Pourali, Hamzeh Khazaei
2025	B	`conf`	PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time. ICPE Alireza Pourali, Arian Boukani, Hamzeh Khazaei
2024	B	`conf`	A Learning-Based Caching Mechanism for Edge Content Delivery. ICPE Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
2024	J	`jnl`	A Learning-Based Caching Mechanism for Edge Content Delivery. CoRR Hoda Torabi, Hamzeh Khazaei, Marin Litoiu
2024	J	`jnl`	BPET: A Unified Blockchain-Based Framework for Peer-to-Peer Energy Trading. Future Internet Caixiang Fan, Hamzeh Khazaei, Petr Musilek
2024	—	`conf`	Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems. ACSOS Nazanin Akhtarian, Hamzeh Khazaei, Marin Litoiu
2024	J	`jnl`	Employing Software Diversity in Cloud Microservices to Engineer Reliable and Performant Systems. CoRR Nazanin Akhtarian, Hamzeh Khazaei, Marin Litoiu
2024	J	`jnl`	PreNeT: Leveraging Computational Features to Predict Deep Neural Network Training Time. CoRR Alireza Pourali, Arian Boukani, Hamzeh Khazaei
2023	J	`jnl`	Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications. IEEE Trans. Parallel Distributed Syst. Changyuan Lin, Nima Mahmoudi, Caixiang Fan, Hamzeh Khazaei
2023	J	`jnl`	Performance Modeling of Metric-Based Serverless Computing Platforms. IEEE Trans. Cloud Comput. Nima Mahmoudi, Hamzeh Khazaei
2023	—	`conf`	Reviving Software Diversity in Microservices to Optimize the Performance of Software Systems. ACSOS-C Prabjot Dhaliwal, Hamzeh Khazaei
2022	J	`jnl`	Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach. ACM Trans. Internet Things Omid Hajihassani, Omid Ardakanian, Hamzeh Khazaei
2022	B	`conf`	Application Deployment Strategies for Reducing the Cold Start Delay of AWS Lambda. CLOUD Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
2022	—	`conf`	Green LAC: Resource-Aware Dynamic Load Balancer for Serverless Edge Computing Platforms. CASCON Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
2022	J	`jnl`	MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing Platforms. CoRR Nima Mahmoudi, Hamzeh Khazaei
2022	J	`jnl`	Performance Modeling of Metric-Based Serverless Computing Platforms. CoRR Nima Mahmoudi, Hamzeh Khazaei
2022	J	`jnl`	Performance Modeling of Microservice Platforms. IEEE Trans. Cloud Comput. Hamzeh Khazaei, Nima Mahmoudi, Cornel Barna, Marin Litoiu
2022	J	`jnl`	Performance Modeling of Serverless Computing Platforms. IEEE Trans. Cloud Comput. Nima Mahmoudi, Hamzeh Khazaei
2021	C	`conf`	A Holistic Machine Learning-based Autoscaling Approach for Microservice Applications. CLOSER Alireza Goli, Nima Mahmoudi, Hamzeh Khazaei, Omid Ardakanian
2021	J	`jnl`	A Pub-Sub Architecture to Promote Blockchain Interoperability. CoRR Sara Ghaemi, Sara Rouhani, Rafael Belchior, Rui Santos Cruz, Hamzeh Khazaei, Petr Musílek
2021	J	`jnl`	Autonomic Security Management for IoT Smart Spaces. ACM Trans. Internet Things Changyuan Lin, Hamzeh Khazaei, Andrew Walenstein, Andrew J. Malton
2021	—	`conf`	BIAS Autoscaler: Leveraging Burstable Instances for Cost-Effective Autoscaling on Cloud Systems. WOSC@Middleware Jaime Dantas, Hamzeh Khazaei, Marin Litoiu
2021	J	`jnl`	Modeling and Optimization of Performance and Cost of Serverless Applications. IEEE Trans. Parallel Distributed Syst. Changyuan Lin, Hamzeh Khazaei
2021	—	`conf`	ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data. IoTDI Omid Hajihassani, Omid Ardakanian, Hamzeh Khazaei
2021	J	`jnl`	Performance Analysis of the IOTA DAG-Based Distributed Ledger. ACM Trans. Model. Perform. Evaluation Comput. Syst. Caixiang Fan, Sara Ghaemi, Hamzeh Khazaei, Yuxiang Chen, Petr Musílek
2021	—	`conf`	Should you Upgrade Official Docker Hub Images in Production Environments? ICSE (NIER) Sara Gholami, Hamzeh Khazaei, Cor-Paul Bezemer
2021	C	`conf`	SimFaaS: A Performance Simulator for Serverless Computing Platforms. CLOSER Nima Mahmoudi, Hamzeh Khazaei
2021	J	`jnl`	SimFaaS: A Performance Simulator for Serverless Computing Platforms. CoRR Nima Mahmoudi, Hamzeh Khazaei
2021	B	`conf`	The Ninth International Workshop on Load Testing and Benchmarking of Software Systems (LTB 2021). ICPE Alexander Podelko, Tse-Hsun (Peter) Chen, Hamzeh Khazaei
2020	B	`conf`	A Framework for Satisfying the Performance Requirements of Containerized Software Systems Through Multi-Versioning. ICPE Sara Gholami, Alireza Goli, Cor-Paul Bezemer, Hamzeh Khazaei
2020	A	`conf`	A Large-scale Data Set and an Empirical Study of Docker Images Hosted on Docker Hub. ICSME Changyuan Lin, Sarah Nadi, Hamzeh Khazaei
2020	J	`jnl`	ChainFaaS: An Open Blockchain-Based Serverless Platform. IEEE Access Sara Ghaemi, Hamzeh Khazaei, Petr Musílek
2020	—	`conf`	Large-scale Data-driven Segmentation of Banking Customers. IEEE BigData Md. Monir Hossain, Mark Sebestyen, Dhruv Mayank, Omid Ardakanian, Hamzeh Khazaei
2020	—	`conf`	Migrating from Monolithic to Serverless: A FinTech Case Study. ICPE Companion Alireza Goli, Omid Hajihassani, Hamzeh Khazaei, Omid Ardakanian, Moe Rashidi, Tyler Dauphinee
2020	J	`jnl`	Optimizing the Performance of Containerized Cloud Software Systems Using Adaptive PID Controllers. ACM Trans. Auton. Adapt. Syst. Mikael Sabuhi, Nima Mahmoudi, Hamzeh Khazaei
2020	J	`jnl`	Performance Evaluation of Blockchain Systems: A Systematic Survey. IEEE Access Caixiang Fan, Sara Ghaemi, Hamzeh Khazaei, Petr Musílek
2020	J	`jnl`	Privacy-preserving Data Analysis through Representation Learning and Transformation. CoRR Omid Hajihassani, Omid Ardakanian, Hamzeh Khazaei
2020	—	`conf`	Temporal Performance Modelling of Serverless Computing Platforms. WOSC@Middleware Nima Mahmoudi, Hamzeh Khazaei
2020	B	`conf`	The Eighth International Workshop on Load Testing and Benchmarking of Software Systems (LTB 2020). ICPE Alexander Podelko, Tse-Hsun (Peter) Chen, Hamzeh Khazaei
2019	J	`jnl`	Executability of Python Snippets in Stack Overflow. CoRR Md. Monir Hossain, Nima Mahmoudi, Changyuan Lin, Hamzeh Khazaei, Abram Hindle
2019	—	`conf`	Optimizing serverless computing: introducing an adaptive function placement algorithm. CASCON Nima Mahmoudi, Changyuan Lin, Hamzeh Khazaei, Marin Litoiu
2019	J	`jnl`	Performance Modeling of Microservice Platforms Considering the Dynamics of the underlying Cloud Infrastructure. CoRR Hamzeh Khazaei, Cornel Barna, Marin Litoiu
2019	—	`conf`	Towards A Scalable DAG-based Distributed Ledger for Smart Communities. WF-IoT Caixiang Fan, Hamzeh Khazaei, Yuxiang Chen, Petr Musílek
2018	—	`conf`	Adaptation as a service. CASCON Hamzeh Khazaei, Alireza Ghanbari, Marin Litoiu
2017	B	`conf`	Adaptive service management for cloud applications using overlay networks. IM Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
2017	—	`conf`	Delivering Elastic Containerized Cloud Applications to Enable DevOps. SEAMS@ICSE Cornel Barna, Hamzeh Khazaei, Marios Fokaefs, Marin Litoiu
2017	J	`jnl`	Elascale: Autoscaling and Monitoring as a Service. CoRR Hamzeh Khazaei, Rajsimman Ravichandiran, Byungchul Park, Hadi Bannazadeh, Ali Tizghadam, Alberto Leon-Garcia
2017	—	`conf`	Elascale: autoscaling and monitoring as a service. CASCON Hamzeh Khazaei, Rajsimman Ravichandiran, Byungchul Park, Hadi Bannazadeh, Ali Tizghadam, Alberto Leon-Garcia
2017	B	`conf`	End-to-end management of IoT applications. NetSoft Hamzeh Khazaei, Hadi Bannazadeh, Alberto Leon-Garcia
2017	B	`conf`	Implementation of self-managing applications on cloud using overlay networks. IM Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
2017	—	`conf`	SAVI-IoT: A Self-Managing Containerized IoT Platform. FiCloud Hamzeh Khazaei, Hadi Bannazadeh, Alberto Leon-Garcia
2016	—	`conf`	A big data framework for cloud monitoring. BIGDSE@ICSE Saeed Zareian, Marios Fokaefs, Hamzeh Khazaei, Marin Litoiu, Xi Zhang
2016	B	`conf`	CAAMP: Completely automated DDoS attack mitigation platform in hybrid clouds. CNSM Nasim Beigi Mohammadi, Cornel Barna, Mark Shtern, Hamzeh Khazaei, Marin Litoiu
2016	C	`conf`	Efficiency Analysis of Provisioning Microservices. CloudCom Hamzeh Khazaei, Cornel Barna, Nasim Beigi Mohammadi, Marin Litoiu
2016	—	`conf`	On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications. ICAC Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
2016	—	`conf`	Realtime big data analytics for event detection in highways. WF-IoT Hamzeh Khazaei, Rodrigo Veleda, Marin Litoiu, Ali Tizghadam
2014	J	`jnl`	A framework for intrusion detection system in advanced metering infrastructure. Secur. Commun. Networks Nasim Beigi Mohammadi, Jelena V. Misic, Vojislav B. Misic, Hamzeh Khazaei
2014	—	`conf`	An intrusion detection system for smart grid neighborhood area network. ICC Nasim Beigi Mohammadi, Jelena V. Misic, Hamzeh Khazaei, Vojislav B. Misic
2014	B	`conf`	Toward a Big Data Healthcare Analytics System: A Mathematical Modeling Perspective. SERVICES Hamzeh Khazaei, Carolyn McGregor, J. Mikael Eklund, Khalil El-Khatib, Anirudh Thommandram
2013	J	`jnl`	A Fine-Grained Performance Model of Cloud Computing Centers. IEEE Trans. Parallel Distributed Syst. Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2013	J	`jnl`	Analysis of a Pool Management Scheme for Cloud Computing Centers. IEEE Trans. Parallel Distributed Syst. Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic, Saeed Rashwand
2013	—	`conf`	Modeling the Performance of Heterogeneous IaaS Cloud Centers. ICDCS Workshops Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic, Nasim Beigi Mohammadi
2013	—	`—`	Performance modeling of cloud computing centers. Hamzeh Khazaei
2013	J	`jnl`	Performance of Cloud Centers with High Degree of Virtualization under Batch Task Arrivals. IEEE Trans. Parallel Distributed Syst. Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2013	B	`conf`	Performance of an IaaS cloud with live migration of virtual machines. GLOBECOM Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2012	B	`conf`	Availability analysis of cloud computing centers. GLOBECOM Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic, Nasim Beigi Mohammadi
2012	J	`jnl`	Performance Analysis of Cloud Computing Centers Using M/G/m/m+r Queuing Systems. IEEE Trans. Parallel Distributed Syst. Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2011	J	`jnl`	IEEE 802.15.6 under saturation: Some problems to be expected. J. Commun. Networks Saeed Rashwand, Jelena V. Misic, Hamzeh Khazaei
2011	—	`conf`	Modelling of Cloud Computing Centers Using M/G/m Queues. ICDCS Workshops Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2011	B	`conf`	Performance Analysis of Cloud Centers under Burst Arrivals and Total Rejection Policy. GLOBECOM Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2011	B	`conf`	Performance analysis of IEEE 802.15.6 under saturation condition and error-prone channel. WCNC Saeed Rashwand, Jelena V. Misic, Hamzeh Khazaei
2010	—	`conf`	Mobile Software Agents for Wireless Network Mapping and Dynamic Routing. ICDCS Workshops Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2010	C	`conf`	Performance Analysis of Cloud Computing Centers. QSHINE Hamzeh Khazaei, Jelena V. Misic, Vojislav B. Misic
2008	—	`conf`	Fingerprint Matching Algorithm Based on Voronoi Diagram. ICCSA Workshops Hamzeh Khazaei, Ali Mohades