Bashir Mohammed

According to our database, Bashir Mohammed authored at least 24 papers between 2014 and 2021.

Collaborative distances:

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

2021

Predicting WAN traffic volumes using Fourier and multivariate SARIMA approach.

Bashir Mohammed, Nandini Krishnaswamy, Mariam Kiran, Keshang Wu

Int. J. Big Data Intell., 2021

NetGraf: A Collaborative Network Monitoring Stack for Network Experimental Testbeds.

Divneet Kaur, Bashir Mohammed, Mariam Kiran

CoRR, 2021

DynamicDeepFlow: An Approach for Identifying Changes in Network Traffic Flow Using Unsupervised Clustering.

Sheng Shen, Mariam Kiran, Bashir Mohammed

Proceedings of the Machine Learning for Networking - 4th International Conference, 2021

NetGraf: An End-to-End Learning Network Monitoring Service.

Bashir Mohammed, Mariam Kiran, Bjoern Enders

Proceedings of the IEEE Workshop on Innovating the Network for Data-Intensive Science, 2021

2020

Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks.

Tanwi Mallick, Mariam Kiran, Bashir Mohammed, Prasanna Balaprakash

CoRR, 2020

Using Machine Learning for Intent-based provisioning in High-Speed Science Networks.

Hocine Mahtout, Mariam Kiran, Anu Mercian, Bashir Mohammed

Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020

Data-driven Learning to Predict WAN Network Traffic.

Nandini Krishnaswamy, Mariam Kiran, Kunal Singh, Bashir Mohammed

Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020

2019

A framework for efficient management of fault tolerance in cloud data centres and high-performance computing systems: an investigation and performance analysis of a cloud based virtual machine success and failure rate in a typical cloud computing environment and prediction methods.

Bashir Mohammed

PhD thesis, 2019

Failure prediction using machine learning in a virtualised HPC system and application.

Bashir Mohammed, Irfan Awan, Hassan Ugail, Muhammad Younas

Clust. Comput., 2019

DeepRoute: Herding Elephant and Mice Flows with Reinforcement Learning.

Mariam Kiran, Bashir Mohammed, Nandini Krishnaswamy

Proceedings of the Machine Learning for Networking, 2019

DeepRoute on Chameleon: Experimenting with Large-scale Reinforcement Learning and SDN on Chameleon Testbed.

Bashir Mohammed, Mariam Kiran, Nandini Krishnaswamy

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

A Framework for Distributed Denial of Service Attack Detection and Reactive Countermeasure in Software Defined Network.

Abimbola Sangodoyin, Bashir Mohammed, Sibusiso Moyo, Irfan Awan, Jules Pagna Disso

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

Distributed Network Behaviour Prediction Using Machine Learning and Agent-Based Micro Simulation.

Omololu Makinde, Abimbola Sangodoyin, Bashir Mohammed, Daniel Neagu, Umaru Adamu

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

Multivariate Time-Series Prediction for Traffic in Large WAN Topology.

Bashir Mohammed, Nandini Krishnaswamy, Mariam Kiran

Proceedings of the 2019 ACM/IEEE Symposium on Architectures for Networking and Communications Systems, 2019

2017

Failover strategy for fault tolerance in cloud computing environment.

Bashir Mohammed, Mariam Kiran, Kabiru M. Maiyama, Mumtaz M. Kamala, Irfan-Ullah Awan

Softw. Pract. Exp., 2017

Failure Analysis Modelling in an Infrastructure as a Service (Iaas) Environment.

Bashir Mohammed, Babagana Modu, Kabiru M. Maiyama, Hassan Ugail, Irfan Awan, Mariam Kiran

Proceedings of the thirty third Annual UK Performance Engineering Workshops, 2017

Technical Report on Deploying a highly secured OpenStack Cloud Infrastructure using BradStack as a Case Study.

Bashir Mohammed, Sibusiso Moyo, Kabiru M. Maiyama, Sulayman Kinteh, Al Noaman M. K. Al-Shaidy, Mumtaz Ahmed Kamala, Mariam Kiran

CoRR, 2017

Performance Modelling and Analysis of an OpenStack IaaS Cloud Computing Platform.

Kabiru Muhammad Maiyama, Demetres D. Kouvatsos, Bashir Mohammed, Mariam Kiran, Mumtaz Ahmed Kamala

Proceedings of the 5th IEEE International Conference on Future Internet of Things and Cloud, 2017

An Approach to Failure Prediction in a Cloud Based Environment.

Adamu Hussaini, Bashir Mohammed, Ali Maina Bukar, Andrea J. Cullen, Hassan Ugail, Irfan Awan

Proceedings of the 5th IEEE International Conference on Future Internet of Things and Cloud, 2017

2016

An Integrated Virtualized Strategy for Fault Tolerance in Cloud Computing Environment.

Bashir Mohammed, Mariam Kiran, Irfan-Ullah Awan, Kabiru M. Maiyama

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Optimising Fault Tolerance in Real-Time Cloud Computing IaaS Environment.

Bashir Mohammed, Mariam Kiran, Irfan-Ullah Awan, Kabiru M. Maiyama

Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

2015

Agent-Based Modelling as a Service on Amazon EC2: Opportunities and Challenges.

Mariam Kiran, Kabiru Maiyama, Haroon Mir, Bashir Mohammed, Ashraf Al-Ou'n

Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Analysis of Cloud Test Beds Using OpenSource Solutions.

Bashir Mohammed, Mariam Kiran

Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

2014

Experimental Report on Setting up a Cloud Computing Environment at the University of Bradford.

Bashir Mohammed, Mariam Kiran

CoRR, 2014