Mustafa Daraghmeh

28 papers B 4C 1Misc 1Journal 8Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Clustering-Based Invocation Patterns Prediction in Serverless Computing Environments. ICC Mustafa Daraghmeh, Yaser Jararweh, Anjali Agarwal
2025	J	`jnl`	Leveraging machine learning and feature engineering for optimal data-driven scaling decision in serverless computing. Simul. Model. Pract. Theory Mustafa Daraghmeh, Yaser Jararweh, Anjali Agarwal
2025	—	`conf`	Machine Learning-Based IoT Cyber Threat Prediction Using Network Traffic Analysis. FMEC Mustafa Daraghmeh, Yaser Jararweh, Anjali Agarwal, Kuljeet Kaur
2025	J	`jnl`	Multilevel learning for enhanced traffic congestion prediction using anomaly detection and ensemble learning. Clust. Comput. Mohammed A. Khasawneh, Mustafa Daraghmeh, Anjali Awasthi, Anjali Agarwal
2024	J	`jnl`	An ensemble clustering approach for modeling hidden categorization perspectives for cloud workloads. Clust. Comput. Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2024	—	`conf`	Anomaly Detection-Based Multilevel Ensemble Learning for CPU Prediction in Cloud Data Centers. CCECE Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2024	—	`conf`	Exploiting Machine Learning for Osteoporosis Risk Prediction and Early Intervention. MCNA Mohammad Jararweh, Mustafa Daraghmeh, Mostafa Z. Ali
2024	—	`conf`	Large Language Models in Drug Discovery: A Comprehensive Analysis of Drug-Target Interaction Prediction. FLLM Raghad J. AbuNasser, Mostafa Z. Ali, Yaser Jararweh, Mustafa Daraghmeh, Talal Z. Ali
2024	—	`conf`	Leveraging RF Signal Transformation and Sigmoid Calibration for Optimized Drone Class Prediction. FMEC Mustafa Daraghmeh, Yaser Jararweh, Anjali Agarwal
2024	J	`jnl`	Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations. Simul. Model. Pract. Theory Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2024	B	`conf`	Predictive Modeling of Resource Utilization in Cloud Data Centers Using Multi-Output Regression. GLOBECOM Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	—	`conf`	A Multilevel Learning Model for Predicting CPU Utilization in Cloud Data Centers. DASC/PiCom/CBDCom/CyberSciTech Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	Misc	`conf`	Cloud Workload Categorization Using Various Data Preprocessing and Clustering Techniques. UCC Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	—	`conf`	Ensemble Learning for Predicting Task Connectivity Over Time in Cloud Data Centers. INFOCOM Workshops Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	—	`conf`	Incorporating Data Preparation and Clustering Techniques for Workload Segmentation in Large-Scale Cloud Data Centers. IDSTA Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	B	`conf`	Leveraging Imbalance and Ensemble Learning Methods for Improved Load Prediction in Cloud Computing Systems. GLOBECOM Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2023	—	`conf`	Regression-Based Approach for Proactive Predictive Modeling of Efficient Cloud Cost Estimation. SDS Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
2021	—	`conf`	Time Series Forecasting using Facebook Prophet for Cloud Resource Management. ICC Workshops Mustafa Daraghmeh, Anjali Agarwal, Ricardo Manzano, Marzia Zaman
2020	J	`jnl`	Dynamic Resource Management for Cloud Spot Markets. IEEE Access Fadi Alzhouri, Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Yan Liu, Sadeq Younis
2019	—	`conf`	A Power Management Approach to Reduce Energy Consumption for Edge Computing Servers. FMEC Mustafa Daraghmeh, Ismaeel Al Ridhawi, Moayad Aloqaily, Yaser Jararweh, Anjali Agarwal
2019	—	`conf`	Local Regression Based Box-Cox Transformations for Resource Management in Cloud Networks. SDS Mustafa Daraghmeh, Anjali Agarwal, Nishith Goel, Jim Kozlowski
2018	J	`jnl`	Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation. Sustain. Comput. Informatics Syst. Yaser Jararweh, Manar Bani Issa, Mustafa Daraghmeh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat
2018	—	`conf`	Linear and Logistic Regression Based Monitoring for Resource Management in Cloud Networks. FiCloud Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2018	C	`conf`	Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks. AICCSA Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
2017	B	`conf`	Live VM Migration Across Cloud Data Centers. MASS Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Nishith Goel, Marzia Zaman
2017	B	`conf`	Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems. MASS Manar Bani Issa, Mustafa Daraghmeh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Elhadj Benkhelifa
2016	J	`jnl`	Towards improving resource management in cloud systems using a multi-agent framework. Int. J. Cloud Comput. Mahmoud Al-Ayyoub, Mustafa Daraghmeh, Yaser Jararweh, Qutaibah Althebyan
2015	J	`jnl`	Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure. Clust. Comput. Mahmoud Al-Ayyoub, Yaser Jararweh, Mustafa Daraghmeh, Qutaibah Althebyan