Mustafa Daraghmeh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Resource Management

Logistic Regression

Ensemble Clustering

Cloud Computing

Top Venues

Publications

Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
An ensemble clustering approach for modeling hidden categorization perspectives for cloud workloads. Clust. Comput. 27 (4) (2024)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations. Simul. Model. Pract. Theory 134 (2024)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Incorporating Data Preparation and Clustering Techniques for Workload Segmentation in Large-Scale Cloud Data Centers. IDSTA (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Regression-Based Approach for Proactive Predictive Modeling of Efficient Cloud Cost Estimation. SDS (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Ensemble Learning for Predicting Task Connectivity Over Time in Cloud Data Centers. INFOCOM Workshops (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Leveraging Imbalance and Ensemble Learning Methods for Improved Load Prediction in Cloud Computing Systems. GLOBECOM (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
A Multilevel Learning Model for Predicting CPU Utilization in Cloud Data Centers. DASC/PiCom/CBDCom/CyberSciTech (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Cloud Workload Categorization Using Various Data Preprocessing and Clustering Techniques. UCC (2023)
Mustafa Daraghmeh, Anjali Agarwal, Ricardo Manzano, Marzia Zaman
Time Series Forecasting using Facebook Prophet for Cloud Resource Management. ICC Workshops (2021)
Fadi Alzhouri, Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Yan Liu, Sadeq Younis
Dynamic Resource Management for Cloud Spot Markets. IEEE Access 8 (2020)
Mustafa Daraghmeh, Anjali Agarwal, Nishith Goel, Jim Kozlowski
Local Regression Based Box-Cox Transformations for Resource Management in Cloud Networks. SDS (2019)
Mustafa Daraghmeh, Ismaeel Al Ridhawi, Moayad Aloqaily, Yaser Jararweh, Anjali Agarwal
A Power Management Approach to Reduce Energy Consumption for Edge Computing Servers. FMEC (2019)
Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
Linear and Logistic Regression Based Monitoring for Resource Management in Cloud Networks. FiCloud (2018)
Mustafa Daraghmeh, Suhib Bani Melhem, Anjali Agarwal, Nishith Goel, Marzia Zaman
Regression-Based Dynamic Provisioning and Monitoring for Responsive Resources in Cloud Infrastructure Networks. AICCSA (2018)
Yaser Jararweh, Manar Bani Issa, Mustafa Daraghmeh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat
Energy efficient dynamic resource management in cloud computing based on logistic regression model and median absolute deviation. Sustain. Comput. Informatics Syst. 19 (2018)
Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Nishith Goel, Marzia Zaman
Live VM Migration Across Cloud Data Centers. MASS (2017)
Manar Bani Issa, Mustafa Daraghmeh, Yaser Jararweh, Mahmoud Al-Ayyoub, Mohammad A. Alsmirat, Elhadj Benkhelifa
Using Logistic Regression to Improve Virtual Machines Management in Cloud Computing Systems. MASS (2017)
Mahmoud Al-Ayyoub, Mustafa Daraghmeh, Yaser Jararweh, Qutaibah Althebyan
Towards improving resource management in cloud systems using a multi-agent framework. Int. J. Cloud Comput. 5 (1/2) (2016)
Mahmoud Al-Ayyoub, Yaser Jararweh, Mustafa Daraghmeh, Qutaibah Althebyan
Multi-agent based dynamic resource provisioning and monitoring for cloud computing systems infrastructure. Clust. Comput. 18 (2) (2015)