Mustafa Daraghmeh

According to our database, Mustafa Daraghmeh authored at least 22 papers between 2015 and 2024.

Collaborative distances:

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

2024

An ensemble clustering approach for modeling hidden categorization perspectives for cloud workloads.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Clust. Comput., July, 2024

Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Simul. Model. Pract. Theory, 2024

Exploiting Machine Learning for Osteoporosis Risk Prediction and Early Intervention.

Mohammad Jararweh, Mustafa Daraghmeh, Mostafa Z. Ali

Proceedings of the International Conference on Multimedia Computing, 2024

Leveraging RF Signal Transformation and Sigmoid Calibration for Optimized Drone Class Prediction.

Mustafa Daraghmeh, Yaser Jararweh, Anjali Agarwal

Proceedings of the 2024 9th International Conference on Fog and Mobile Edge Computing (FMEC), 2024

Anomaly Detection-Based Multilevel Ensemble Learning for CPU Prediction in Cloud Data Centers.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Cloud Workload Categorization Using Various Data Preprocessing and Clustering Techniques.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Regression-Based Approach for Proactive Predictive Modeling of Efficient Cloud Cost Estimation.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the Tenth International Conference on Software Defined Systems, 2023

Ensemble Learning for Predicting Task Connectivity Over Time in Cloud Data Centers.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the IEEE INFOCOM 2023, 2023

Incorporating Data Preparation and Clustering Techniques for Workload Segmentation in Large-Scale Cloud Data Centers.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the Fourth International Conference on Intelligent Data Science Technologies and Applications, 2023

Leveraging Imbalance and Ensemble Learning Methods for Improved Load Prediction in Cloud Computing Systems.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the IEEE Global Communications Conference, 2023

A Multilevel Learning Model for Predicting CPU Utilization in Cloud Data Centers.

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh

Proceedings of the IEEE Intl Conf on Dependable, 2023

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

2020

Dynamic Resource Management for Cloud Spot Markets.

Fadi Alzhouri, Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Yan Liu, Sadeq Younis

IEEE Access, 2020

2019

Local Regression Based Box-Cox Transformations for Resource Management in Cloud Networks.

Mustafa Daraghmeh, Anjali Agarwal, Nishith Goel, Jim Kozlowski

Proceedings of the 6th International Conference on Software Defined Systems, 2019

A Power Management Approach to Reduce Energy Consumption for Edge Computing Servers.

Mustafa Daraghmeh, Ismaeel Al Ridhawi, Moayad Aloqaily, Yaser Jararweh, Anjali Agarwal

Proceedings of the Fourth International Conference on Fog and Mobile Edge Computing, 2019

2018

Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation.

Yaser Jararweh, Manar Bani Issa, Mustafa Daraghmeh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat

Sustain. Comput. Informatics Syst., 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

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

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

Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems.

Manar Bani Issa, Mustafa Daraghmeh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Elhadj Benkhelifa

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

2016

Towards improving resource management in cloud systems using a multi-agent framework.

Mahmoud Al-Ayyoub, Mustafa Daraghmeh, Yaser Jararweh, Qutaibah Althebyan

Int. J. Cloud Comput., 2016

2015

Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure.

Mahmoud Al-Ayyoub, Yaser Jararweh, Mustafa Daraghmeh, Qutaibah Althebyan

Clust. Comput., 2015