Dr Maria Read
Lecturer
School of Computing and Information Systems
64 Scholarly works
5 Projects
HIGHLIGHTS
2026
Journal article
Dynamic Function Configuration and its Management in Serverless Computing: A Taxonomy and Future Directions
DOI: 10.1145/38215342026
Journal article
MetaPilot: A DRL-based controller for dynamic adaptation to shifting scheduling objectives in HPC systems
DOI: 10.1016/j.future.2025.1082692026
Journal article
A Decentralized Root Cause Localization Approach for Edge Computing Environments
DOI: 10.1109/TSC.2026.36682282026
Journal article
TraDE: Network and Traffic-Aware Adaptive Scheduling for Microservices Under Dynamics
DOI: 10.1109/TPDS.2025.36264242026
Journal article
An energy-aware and fault-tolerant deep reinforcement learning-based approach for multi-agent patrolling problems
DOI: 10.1007/s00500-025-10685-x2021
Research contracts (non-grants)
High Performance Stream Processing Platforms and Applications
2017
Research Grant
Cost-Efficient Orchestration of Containers in Clouds
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge
DOI: 10.1109/PerCom67906.2026.115245312025
Journal article
A Survey of Fundamental Principles and Analysis for Job Scheduling on Warehouse-Scale Computers
DOI: 10.1145/37665432025
Journal article
A Framework for Carbon-Aware Real-Time Workload Management in Clouds Using Renewables-Driven Cores
DOI: 10.1109/TC.2025.35714952025
Conference Proceedings
Aging-aware CPU Core Management for Embodied Carbon Amortization in Cloud LLM Inference
DOI: 10.1145/3679240.37346082025
Journal article
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments
DOI: 10.1145/3725736
RECENT PROJECTS
2025
Research grants (other domestic)
Scaling Up and Initial Commercialisation of a New Truly Simple and Affordable IoT Soil Moisture Sensor: A World First Shallow Install Sensor for Deep Root Crops for Smart Farming
2022
Research Grant
Optimizing Deep Learning Clusters With Transient Capacity Using Artificial Intelligence
2020
Research Contracts
SDN in Multi-Bearer Networks for Military Applications