Muhammad Abdullah

16 papers C 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CEMA: Cost Effective Multi-Layered Autoscaling for Microservice based Applications.
J. Netw. Comput. Appl.
Numan Shafi, Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari
2025 J jnl
Cost and performance-effective dynamic VM type selection in auto-scaling using reinforcement learning.
Computing
Muhammad Abdullah, Rida Munir, Waheed Iqbal, Saad Ahmad Khan, Shuja Ur Rehman Baig, Abdelkarim Erradi
2025 J jnl
DIMA: machine learning based dynamic infrastructure management for containerized applications.
Computing
Numan Shafi, Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari
2024 J jnl
Cdascaler: a cost-effective dynamic autoscaling approach for containerized microservices.
Clust. Comput.
Numan Shafi, Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi, Faisal Bukhari
2023 J jnl
Automatic Migration-Enabled Dynamic Resource Management for Containerized Workload.
IEEE Syst. J.
Saad Ahmad Khan, Muhammad Abdullah, Waheed Iqbal, Muhammad Arif Butt, Faisal Bukhari, Saeed-Ul Hassan
2023 J jnl
Efficient job placement using two-way offloading technique over fog-cloud architectures.
Clust. Comput.
Saad Ahmad Khan, Muhammad Abdullah, Waheed Iqbal, Muhammad Arif Butt
2022 J jnl
Burst-Aware Predictive Autoscaling for Containerized Microservices.
IEEE Trans. Serv. Comput.
Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera
2022 J jnl
Predictive Auto-Scaling of Multi-Tier Applications Using Performance Varying Cloud Resources.
IEEE Trans. Cloud Comput.
Waheed Iqbal, Abdelkarim Erradi, Muhammad Abdullah, Arif Mahmood
2022 C conf
Scalable Containerized Pipeline for Real-time Big Data Analytics.
CloudCom
Rana Aurangzaib, Waheed Iqbal, Muhammad Abdullah, Faisal Bukhari, Faheem Ullah, Abdelkarim Erradi
2021 J jnl
Predictive Autoscaling of Microservices Hosted in Fog Microdata Center.
IEEE Syst. J.
Muhammad Abdullah, Waheed Iqbal, Arif Mahmood, Faisal Bukhari, Abdelkarim Erradi
2020 J jnl
Automatic NoSQL to Relational Database Transformation with Dynamic Schema Mapping.
Sci. Program.
Zain Aftab, Waheed Iqbal, Khaled Mohamad Almustafa, Faisal Bukhari, Muhammad Abdullah
2020 J jnl
Diminishing Returns and Deep Learning for Adaptive CPU Resource Allocation of Containers.
IEEE Trans. Netw. Serv. Manag.
Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari, Abdelkarim Erradi
2020 J jnl
Online Workload Burst Detection for Efficient Predictive Autoscaling of Applications.
IEEE Access
Fatima Tahir, Muhammad Abdullah, Faisal Bukhari, Khaled Mohamad Almustafa, Waheed Iqbal
2019 C conf
Learning Predictive Autoscaling Policies for Cloud-Hosted Microservices Using Trace-Driven Modeling.
CloudCom
Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi, Faisal Bukhari
2019 J jnl
Unsupervised learning approach for web application auto-decomposition into microservices.
J. Syst. Softw.
Muhammad Abdullah, Waheed Iqbal, Abdelkarim Erradi
2018 — conf
Containers vs Virtual Machines for Auto-scaling Multi-tier Applications Under Dynamically Increasing Workloads.
INTAP
Muhammad Abdullah, Waheed Iqbal, Faisal Bukhari