Muhammad Abdullah

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Unsupervised Learning

Resource Allocation

Top Venues

Publications

Numan Shafi, Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi, Faisal Bukhari
Cdascaler: a cost-effective dynamic autoscaling approach for containerized microservices. Clust. Comput. 27 (4) (2024)
Saad Ahmad Khan, Muhammad Abdullah, Waheed Iqbal, Muhammad Arif Butt
Efficient job placement using two-way offloading technique over fog-cloud architectures. Clust. Comput. 26 (6) (2023)
Saad Ahmad Khan, Muhammad Abdullah, Waheed Iqbal, Muhammad Arif Butt, Faisal Bukhari, Saeed-Ul Hassan
Automatic Migration-Enabled Dynamic Resource Management for Containerized Workload. IEEE Syst. J. 17 (2) (2023)
Rana Aurangzaib, Waheed Iqbal, Muhammad Abdullah, Faisal Bukhari, Faheem Ullah, Abdelkarim Erradi
Scalable Containerized Pipeline for Real-time Big Data Analytics. CloudCom (2022)
Waheed Iqbal, Abdelkarim Erradi, Muhammad Abdullah, Arif Mahmood
Predictive Auto-Scaling of Multi-Tier Applications Using Performance Varying Cloud Resources. IEEE Trans. Cloud Comput. 10 (1) (2022)
Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera
Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Trans. Serv. Comput. 15 (3) (2022)
Muhammad Abdullah, Waheed Iqbal, Arif Mahmood, Faisal Bukhari, Abdelkarim Erradi
Predictive Autoscaling of Microservices Hosted in Fog Microdata Center. IEEE Syst. J. 15 (1) (2021)
Zain Aftab, Waheed Iqbal, Khaled Mohamad Almustafa, Faisal Bukhari, Muhammad Abdullah
Automatic NoSQL to Relational Database Transformation with Dynamic Schema Mapping. Sci. Program. 2020 (2020)
Fatima Tahir, Muhammad Abdullah, Faisal Bukhari, Khaled Mohamad Almustafa, Waheed Iqbal
Online Workload Burst Detection for Efficient Predictive Autoscaling of Applications. IEEE Access 8 (2020)
Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari, Abdelkarim Erradi
Diminishing Returns and Deep Learning for Adaptive CPU Resource Allocation of Containers. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi
Unsupervised learning approach for web application auto-decomposition into microservices. J. Syst. Softw. 151 (2019)
Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi, Faisal Bukhari
Learning Predictive Autoscaling Policies for Cloud-Hosted Microservices Using Trace-Driven Modeling. CloudCom (2019)
Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari
Containers vs Virtual Machines for Auto-scaling Multi-tier Applications Under Dynamically Increasing Workloads. INTAP (2018)