Marzia Zaman

According to our database, Marzia Zaman authored at least 66 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Big Data Synthesis and Class Imbalance Rectification for Enhanced Forest Fire Classification Modeling.

Fatemeh Tavakoli, Kshirasagar Naik, Marzia Zaman, Richard Purcell, Srinivas Sampalli, Abdul Mutakabbir, Chung-Horng Lung, Thambirajah Ravichandran

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Validation of a Machine Learning-Based IDS Design Framework Using ORNL Datasets for Power System With SCADA.

Marzia Zaman, Darshana Upadhyay, Chung-Horng Lung

IEEE Access, 2023

Data Balancing and CNN based Network Intrusion Detection System.

Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Ricardo Manzano S.

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

A Framework Using Federated Learning for IoT-Based Forest Fire Prediction.

Richard Purcell, Kshirasagar Naik, Chung-Horng Lung, Marzia Zaman, Srinivas Sampalli, Abdul Mutakabbir

Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2023

FedChallenger: Challenge-Response-Based Defence for Federated Learning Against Byzantine Attacks.

M. A. Moyeen, Kuljeet Kaur, Anjali Agarwal, Ricardo Manzano S., Marzia Zaman, Nishith Goel

Proceedings of the IEEE Global Communications Conference, 2023

Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets.

Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Knowledge Graph Generation for Unstructured Data Using Data Processing Pipeline.

Sushmi Thushara Sukumar, Chung-Horng Lung, Marzia Zaman

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Spatio-Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data.

Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Performance Evaluation of Transformer-based NLP Models on Fake News Detection Datasets.

Raveen Narendra Babu, Chung-Horng Lung, Marzia Zaman

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

A Data Integration Framework with Multi-Source Big Data for Enhanced Forest Fire Prediction.

Parveen Kaur, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli, Chung-Horng Lung, Marzia Zaman, Abdul Mutakabbir

Proceedings of the IEEE International Conference on Big Data, 2023

Forest Fire Prediction Using Multi-Source Deep Learning.

Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli

Proceedings of the Big Data Technologies and Applications, 2023

2022

An Efficient Key Management and Multi-Layered Security Framework for SCADA Systems.

Darshana Upadhyay, Marzia Zaman, Rohit Joshi, Srinivas Sampalli

IEEE Trans. Netw. Serv. Manag., 2022

A Quantum-Based Signcryption for Supervisory Control and Data Acquisition (SCADA) Networks.

Sagarika Ghosh, Marzia Zaman, Bernard Plourde, Srinivas Sampalli

Symmetry, 2022

Towards Developing a Robust Intrusion Detection Model Using Hadoop-Spark and Data Augmentation for IoT Networks.

Ricardo Alejandro Manzano Sanchez, Marzia Zaman, Nishith Goel, Kshirasagar Naik, Rohit Joshi

Sensors, 2022

Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications.

Darshana Upadhyay, Nupur Gaikwad, Marzia Zaman, Srinivas Sampalli

IEEE Access, 2022

Data Balancing and Hyper-parameter Optimization for Machine Learning Algorithms for Secure IoT Networks.

Omar Elghalhoud, Kshirasagar Naik, Marzia Zaman, Nishith Goel

Proceedings of the 18th ACM International Symposium on QoS and Security for Wireless and Mobile Networks on 18th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2022

Design of a Machine Learning Based Intrusion Detection Framework and Methodology for IoT Networks.

Ricardo Manzano S., Nishith Goel, Marzia Zaman, Rohit Joshi, Kshirasagar Naik

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

Anomaly Detection in SACP Cell Data using Changepoint and One-Class SVM.

A. Ahjolia, D. Jariwala, Kshirasagar Naik, M. Bhuyian, Bernard Plourde, G. Sakauye, Marzia Zaman

Proceedings of the 10th IEEE International Black Sea Conference on Communications and Networking, 2022

2021

Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids.

Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli

IEEE Trans. Netw. Serv. Manag., 2021

Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm.

Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli

IEEE Trans. Netw. Sci. Eng., 2021

Time Series Forecasting using Facebook Prophet for Cloud Resource Management.

Mustafa Daraghmeh, Anjali Agarwal, Ricardo Manzano, Marzia Zaman

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Analytical Modeling and Prediction of Cloud Workload.

Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Ricardo Manzano S.

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Neural Network Based Regression Model for Virtual Machines Migration Method Selection.

Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Container Placement for Resource Utilization in Cyber Physical Cloud Systems.

Yanal Alahmad, Anjali Agarwal, Marzia Zaman, Nishith Goel

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Energy-Efficient Algorithm for Robot-Assisted Sensor Deployment.

Joseph Valencic, Lovina Saxena, Rohit Joshi, Marzia Zaman

Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

2020

Dynamic K-Means Clustering of Workload and Cloud Resource Configuration for Cloud Elastic Model.

Tariq Daradkeh, Anjali Agarwal, Marzia Zaman, Nishith Goel

IEEE Access, 2020

2018

Markov Prediction Model for Host Load Detection and VM Placement in Live Migration.

Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman

IEEE Access, 2018

Characterization and Detection of Tail Energy Bugs in Smartphones.

Abdul Muqtadir Abbasi, Mustafa Al-tekreeti, Kshirasagar Naik, Amiya Nayak, Pradeep Srivastava, Marzia Zaman

IEEE Access, 2018

Evaluation of machine learning techniques for network intrusion detection.

Marzia Zaman, Chung-Horng Lung

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

A Methodology for Generating Tests for Evaluating User-Centric Performance of Mobile Streaming Applications.

Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava

Proceedings of the Model-Driven Engineering and Software Development, 2018

Test Generation for Performance Evaluation of Mobile Multimedia Streaming Applications.

Mustafa Al-tekreeti, Kshirasagar Naik, Atef Abdrabou, Marzia Zaman, Pradeep Srivastava

Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

A Power Signal Based Dynamic Approach to Detecting Anomalous Behavior in Wireless Devices.

Robin Joe Prabhahar Soundar Raja James, Abdurhman Ali Albasir, Kshirasagar Naik, Marzia Zaman, Nishith Goel

Proceedings of the 16th ACM International Symposium on Mobility Management and Wireless Access, 2018

Linear and Logistic Regression Based Monitoring for Resource Management in Cloud Networks.

Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

Analysis and Comparison of Live Virtual Machine Migration Methods.

Mohammad A. Altahat, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

Energy Routers for Residential AC Nano-PV Systems: Control and Security Considerations.

A. James Kozlowski, Vineet Srivastava, Ron Church, Marzia Zaman

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks.

Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

Real Time Metering of Cloud Resource Reading Accurate Data Source Using Optimal Message Serialization and Format.

Tariq Daradkeh, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Detection of anomalous behavior of smartphones using signal processing and machine learning techniques.

R. Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Live VM Migration Across Cloud Data Centers.

Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Nishith Goel, Marzia Zaman

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

A Markov-Based Prediction Model for Host Load Detection in Live VM Migration.

Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the 5th IEEE International Conference on Future Internet of Things and Cloud, 2017

Detection of unknown applications in smartphones: A signal processing perspective.

Robin Joe Prabhahar Soundar Raja James, Abdurhman Albasir, Kshirasagar Naik, Mohamed-Yahia Dabbagh, Prajna Dash, Marzia Zaman, Nishith Goel

Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

2016

Power trading in cognitive radio networks.

Mahmoud Khasawneh, Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman

J. Netw. Comput. Appl., 2016

2014

Applications architectures and protocol design issues for cognitive radio networks: a survey.

Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman

Int. J. Wirel. Mob. Comput., 2014

Resource management techniques for handling uncertainties in user estimated job execution times.

Phuong Hoang, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel

Proceedings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems, 2014

2013

A Framework for Automatic Resource Provisioning for Private Clouds.

Jose Orlando Melendez, Anshuman Biswas, Shikharesh Majumdar, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012

Sureness efficient energy technique for cooperative spectrum sensing in cognitive radios.

Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee

Proceedings of the 2012 International Conference on Telecommunications and Multimedia, 2012

Middleware architecture for sensor-based bridge infrastructure management.

Shikharesh Majumdar, Muhammad Asif, Jose Orlando Melendez, Ravishankar Kanagasundaram, David T. Lau, Biswajit Nandy, Marzia Zaman, Pradeep Srivastava, Nishith Goel

Proceedings of the 2012 Spring Simulation Multiconference, 2012

Exposing resources as Web services: A performance oriented approach.

Ravishankar Kanagasundaram, Shikharesh Majumdar, Marzia Zaman, Pradeep Srivastava, Nishith Goel

Proceedings of the International Symposium on Performance Evaluation of Computer & Telecommunication Systems, 2012

A game theoretic approach to power trading in cognitive radio systems.

Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee

Proceedings of the 20th International Conference on Software, 2012

Reusing and converting code clones to aspects - An algorithmic approach.

Samuel Ajila, Angad S. Gakhar, Chung-Horng Lung, Marzia Zaman

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

A price setting approach to power trading in cognitive radio networks.

Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman, Saed Alrabaee

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

A game theoretic approach to spectrum management in cognitive radio network.

Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Higher layer issues in cognitive radio network.

Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh

Proceedings of the 2012 International Conference on Advances in Computing, 2012

A game theory approach: Dynamic behaviours for spectrum management in cognitive radio network.

Saed Alrabaee, Mahmoud Khasawneh, Anjali Agarwal, Nishith Goel, Marzia Zaman

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

Routing Management Algorithm Based on Spectrum Trading and Spectrum Competition in Cognitive Radio Networks.

Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh

Proceedings of the 2012 Seventh International Conference on Broadband, 2012

Comparison of Spectrum Management without Game Theory (SMWG) and with Game Theory (SMG) for Network Performance in Cognitive Radio Network.

Saed Alrabaee, Anjali Agarwal, Nishith Goel, Marzia Zaman, Mahmoud Khasawneh

Proceedings of the 2012 Seventh International Conference on Broadband, 2012

2011

Environmental impact on optimization analysis for standalone and hybrid power generating units.

Amar Kumar, Marzia Zaman, Nita Goel, Nishith Goel, Ron Church

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010

A knowledge-base tool for testing VoIP gateway.

Marzia Zaman, Nishith Goel, Goutam Shaw

Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2007

Software Architecture Decomposition Using Attributes.

Chung-Horng Lung, Xia Xu, Marzia Zaman

Int. J. Softw. Eng. Knowl. Eng., 2007

Towards A Performance-Oriented Self-Adaptive System.

Chung-Horng Lung, Xiu Zhang, Greg Franks, Marzia Zaman

Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 2007

2006

Program restructuring using clustering techniques.

Chung-Horng Lung, Xia Xu, Marzia Zaman, Anand Srinivasan

J. Syst. Softw., 2006

2005

Reflection on Software Architecture Practices - What Works, What Remains to Be Seen, and What Are the Gaps.

Chung-Horng Lung, Marzia Zaman, Nishith Goel

Proceedings of the Fifth Working IEEE / IFIP Conference on Software Architecture (WICSA 2005), 2005

Application of Design Combinatorial Theory to Scenario-Based Software Architecture Analysis.

Chung-Horng Lung, Marzia Zaman

Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

2004

Applications of clustering techniques to software partitioning, recovery and restructuring.

Chung-Horng Lung, Marzia Zaman, Amit Nandi

J. Syst. Softw., 2004

Using Clustering Technique to Restructure Programs.

Chung-Horng Lung, Marzia Zaman

Proceedings of the International Conference on Software Engineering Research and Practice, 2004

Program Restructuring Through Clustering Techniques.

Xia Xu, Chung-Horng Lung, Marzia Zaman, Anand Srinivasan

Proceedings of the 4th IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2004), 2004