Publications by Dr Matthew Forshaw - ePrints

Browsing publications by Dr Matthew Forshaw.

Newcastle Authors	Title	Year
Fulong Yao Dr Wanqing Zhao Dr Matthew Forshaw	A New Error Temporal Difference Algorithm for Deep Reinforcement Learning in Microgrid Optimization	2024
Dr Jordan Oakley Dr Matthew Forshaw Dr Pete Philipson Professor Kevin Wilson	Examining the impact of critical attributes on hard drive failure times: Multi-state models for left-truncated and right-censored semi-competing risks data	2024
Dr Osman Akbulut Muhammed Cavus Mehmet Cengiz Dr Adib Allahham Professor Damian Giaouris et al.	Hybrid Intelligent Control System for Adaptive Microgrid Optimization: Integration of Rule-Based Control and Deep Learning Techniques	2024
Dr Robert Geada David Towers Dr Matthew Forshaw Dr Amir Atapour Abarghouei Dr Stephen McGough et al.	Insights from the Use of Previously Unseen Neural Architecture Search Datasets	2024
Dr Paul Omoregbee Dr Matthew Forshaw Dr Nigel Thomas	A State-Size Inclusive Approach to Optimizing Stream Processing Applications	2023
Dr Stuart Jamieson Dr Matthew Forshaw	On Improving Streaming System Autoscaler Behaviour using Windowing and Weighting Methods	2023
Mehmet Cengiz Dr Matthew Forshaw Dr Amir Atapour Abarghouei Dr Stephen McGough	Predicting the Performance of a Computing System with Deep Networks	2023
Dr Osman Akbulut Lucy Mclaughlin Dr Tong Xin Dr Matthew Forshaw Professor Nick Holliman et al.	Visualizing ordered bivariate data on node-link diagrams	2023
Dr Matthew Forshaw Dr Rhona Sinclair Dr Christopher Snowden	Identifying the limitations of cardiopulmonary exercise testing prior to esophagectomy using a pooled analysis of patient-level data	2022
Alex Kell Dr Stephen McGough Dr Matthew Forshaw	The impact of online machine-learning methods on long-term investment decisions and generator utilization in electricity markets	2021
Alex Kell Dr Matthew Forshaw Dr Stephen McGough	Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs	2020
Alex Kell Dr Matthew Forshaw Dr Stephen McGough	Long-term electricity market agent based model validation using genetic algorithm based optimization	2020
Alex Kell Dr Stephen McGough Dr Matthew Forshaw	Optimizing carbon tax for decentralized electricity markets using an agent-based model	2020
Osama Alrajeh Dr Matthew Forshaw Dr Nigel Thomas	Virtual Machine Live Migration in Trace-driven Energy-Aware Simulation of High-Throughput Computing Systems	2020
Alex Kell Dr Matthew Forshaw Dr Stephen McGough	ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning	2019
Alex Kell Dr Matthew Forshaw Dr Stephen McGough	Modelling Carbon Tax in the UK Electricity Market using an Agent-Based Model	2019
Alex Kell Dr Matthew Forshaw Dr Stephen McGough	Optimising energy and overhead for large parameter space simulations	2019
Osama Alrajeh Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	Simulation of Virtual Machine Live Migration in High Throughput Computing Environments	2019
Dr Adam Cattermole Dr Matthew Forshaw	An Automated Approach to Cloud Performance Benchmarking	2018
Dr Matthew Forshaw Dr Stephen McGough	Clustering Vehicles based on Trips Identified from Automatic Number Plate Recognition Camera Scans	2018
Dr Stephen McGough Dr Matthew Forshaw	Evaluation of Energy Consumption of Replicated Tasks in a Volunteer Computing Environment	2018
Dr Stephen McGough Dr Matthew Forshaw	Introduction to special issue on Energy-Aware Simulation and Modelling (ENERGY-SIM)	2018
Alex Kell Dr Stephen McGough Dr Matthew Forshaw	Segmenting Residential Smart Meter Data for Short-Term Load Forecasting	2018
Dr Matthew Forshaw	Three steps is all you need: fast, accurate, automatic scaling decisions for distributed streaming dataflows	2018
Dr Stephen McGough Dr Matthew Forshaw Dr John Brennan Dr Noura Al Moubayed	Using Machine Learning to reduce the energy wasted in Volunteer Computing Environments	2018
Dr Nigel Thomas Dr Matthew Forshaw	Analytical and Stochastic Modelling Techniques and Applications	2017
Saleh Mohamed Dr Matthew Forshaw Dr Nigel Thomas	Automatic Generation of Distributed Run-time Infrastructure for Internet of Things (IoT)	2017
Dr Matthew Forshaw	Experience Report: How to Design Web-Based Competitions for Legal Proceedings: Lessons from a Court Case	2017
Osama Alrajeh Dr Matthew Forshaw Dr Nigel Thomas	Machine Learning Models for Predicting Timely Virtual Machine Live Migration	2017
Osama Alrajeh Dr Matthew Forshaw Dr Nigel Thomas	Machine learning models for predicting timely virtual machine live migration	2017
Saleh Mohamed Dr Matthew Forshaw Dr Nigel Thomas	Performance and dependability evaluation of distributed event-based systems: a dynamic code-injection approach	2017
James Allen Dr Matthew Forshaw Dr Nigel Thomas	Towards an accurate and scalable energy harvesting wireless sensor network simulator model framework	2017
Dr Stephen McGough Dr Matthew Forshaw	Using Machine Learning in Trace-driven Energy-Aware Simulations of High-Throughput Computing Systems	2017
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	HTC-Sim: a trace-driven simulation framework for energy consumption in high-throughput computing systems	2016
Dr Matthew Forshaw Dr Ellis Solaiman Oonagh McGee Dr Paul Robinson Ryan Emerson et al.	Meeting Graduate Employability Needs through Open-source Collaboration with Industry	2016
Oonagh McGee Dr Matthew Forshaw Professor Steve Caughey	Out of the comfort zone: Embedding entrepreneurship in a cohort of computer science doctoral students	2016
Oonagh McGee Dr Matthew Forshaw Barry Hodgson Professor Steve Caughey	Out of the Comfort Zone: Embedding Entrepreneurship in a Cohort of Computer Science Doctoral Students	2016
Osama Alrajeh Dr Matthew Forshaw Dr Nigel Thomas	Performance of Virtual Machine Live Migration with Various Workloads	2016
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	The case for energy-aware simulation and modelling of internet of things (IoT)	2016
Dr Stephen McGough Dr Matthew Forshaw Dr Clive Gerrard Dr Stuart Wheater Dr Ben Allen et al.	Comparison of a cost-effective virtual Cloud cluster with an existing campus cluster	2015
Dr Stephen McGough Dr Matthew Forshaw	Energy-aware simulation of workflow execution in High Throughput Computing systems	2015
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	Energy-efficient Checkpointing in High-throughput Cycle-stealing Distributed Systems	2015
Dr Matthew Forshaw Dr Stephen McGough	Flipping the priority: effects of prioritising HTC jobs on energy consumption in a multi-use cluster	2015
Dr Matthew Forshaw Dr Nigel Thomas	Operating policies for energy efficient dynamic server allocation	2015
Dr Matthew Forshaw Dr Stephen McGough	Reduction of wasted energy in a volunteer computing system through Reinforcement Learning	2015
Dr Matthew Forshaw Dr Nigel Thomas	Time-inhomogeneous Population Models of a Cycle-Stealing Distributed System	2015
Dr Matthew Forshaw Dr Nigel Thomas Dr Stephen McGough	Trace-driven simulation for energy consumption in High Throughput Computing systems	2015
Dr Stephen McGough Dr Matthew Forshaw Dr Stuart Wheater Dr Ben Allen	Comparison of a cost-effective virtual cloud cluster with an existing campus cluster	2014
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	Energy-efficient checkpointing in high-throughput cycle-stealing distributed systems	2014
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	On Energy-efficient Checkpointing in High-throughput Cycle-stealing Distributed Systems	2014
Dr Matthew Forshaw Dr Stephen McGough Dr Nigel Thomas	On energy-efficient checkpointing in high-throughput cycle-stealing distributed systems	2014
Dr Matthew Forshaw Professor Feng Hao Ehsan Toreini	On the privacy of private browsing - A forensic approach	2014
Dr Matthew Forshaw Professor Feng Hao Ehsan Toreini	On the Privacy of Private Browsing - A Forensic Approach	2014
Dr Matthew Forshaw Professor Feng Hao Dr Ehsan Toreini	On The Privacy Of Private Browsing - A Forensic Approach (short paper)	2014
Dr Matthew Forshaw Dr Nigel Thomas	Operating policies for energy efficient dynamic server allocation	2014
Dr Stephen McGough Dr Matthew Forshaw	Reduction of wasted energy in a volunteer computing system through Reinforcement Learning	2014
Dr Matthew Forshaw Dr Nigel Thomas Dr Stephen McGough	Trace-Driven Simulation for Energy Consumption in High Throughput Computing Systems	2014
Dr Stephen McGough Dr Matthew Forshaw Dr Clive Gerrard Dr Paul Robinson Dr Stuart Wheater et al.	Analysis of power-saving techniques over a large multi-use cluster with variable workload	2013
Dr Matthew Forshaw Professor Feng Hao Ehsan Toreini	On the Privacy of Private Browsing - A Forensic Approach	2013
Dr Matthew Forshaw Dr Nigel Thomas	A Novel Approach to Energy Efficient Content Distribution with BitTorrent	2012
Dr Stephen McGough Dr Matthew Forshaw Dr Clive Gerrard Dr Stuart Wheater	Reducing the number of miscreant tasks executions in a multi-use cluster	2012
Dr Matthew Forshaw	A Comparative Study of System Designs for distributed file processing	2010