Mark Purcell

According to our database1, Mark Purcell authored at least 23 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection.
CoRR, 2023

Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments.
Proceedings of the IEEE International Conference on Big Data, 2023

Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach.
CoRR, 2022

GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper].
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Adaptive Aggregation For Federated Learning.
Proceedings of the IEEE International Conference on Big Data, 2022

Increasing Trust for Data Spaces with Federated Learning.
Proceedings of the Data Spaces - Design, 2022

Privacy-Preserving Technologies for Trusted Data Spaces.
Proceedings of the Technologies and Applications for Big Data Value, 2022

Accountable Federated Machine Learning in Government: Engineering and Management Insights.
Proceedings of the Electronic Participation - 13th IFIP WG 8.5 International Conference, 2021

IBM Federated Learning: an Enterprise Framework White Paper V0.1.
CoRR, 2020

Scalable Deployment of AI Time-series Models for IoT.
CoRR, 2020

Power Saving Proxies for Web Servers.
Comput. J., 2020

Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Castor: Contextual IoT Time Series Data and Model Management at Scale.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Fast asymmetric thread synchronization.
ACM Trans. Archit. Code Optim., 2013

A real-time stream storage and analysis platform for underwater acoustic monitoring.
IBM J. Res. Dev., 2013

Power saving for web servers using proxies.
Proceedings of the Sustainable Internet and ICT for Sustainability, 2013

Accelerating climate and weather simulations through hybrid computing.
Concurr. Comput. Pract. Exp., 2012

Design and Implementation of a Network Centric Appliance Platform.
Proceedings of the 2012 Brazilian Symposium on Computing System Engineering, 2012

Real-Time Sensor Signal Capture from a Harsh Environment.
Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012

A study in rapid prototyping: Leveraging software and hardware simulation tools in the bringup of system-on-a-chip based platforms.
Proceedings of the 22nd IEEE International Symposium on Rapid System Prototyping, 2011

Streamlining Offload Computing to High Performance Architectures.
Proceedings of the Computational Science, 2009