Maria A. Rodriguez

25 papers B 4Misc 4Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Cascaded Graph Neural Network for Joint Root Cause Localization and Analysis in Edge Computing Environments.
CoRR
Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya
2026 J jnl
A Decentralized Root Cause Localization Approach for Edge Computing Environments.
IEEE Trans. Serv. Comput.
Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya
2026 J jnl
MetaPilot: A DRL-based controller for dynamic adaptation to shifting scheduling objectives in HPC systems.
Future Gener. Comput. Syst.
Lingfei Wang, Maria A. Rodriguez, Nir Lipovetzky
2026 J jnl
Multi-Objective Load Balancing for Heterogeneous Edge-Based Object Detection Systems.
CoRR
Daghash K. Alqahtani, Maria A. Rodriguez, Muhammad Aamir Cheema, Adel Nadjaran Toosi
2025 J jnl
A Decentralized Root Cause Localization Approach for Edge Computing Environments.
CoRR
Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya
2025 B conf
Accelerating RL-Based Scheduler Adaptation with Transfer Learning in Evolving HPC Architectures.
CLOUD
Lingfei Wang, Maria A. Rodriguez, Nir Lipovetzky
2025 J jnl
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge.
CoRR
Daghash K. Alqahtani, Maria A. Rodriguez, Muhammad Aamir Cheema, Hamid Rezatofighi, Adel Nadjaran Toosi
2025 J jnl
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments.
ACM Trans. Auton. Adapt. Syst.
Duneesha Fernando, Maria A. Rodriguez, Patricia Arroba, Leila Ismail, Rajkumar Buyya
2025 B conf
HPCsim: A High-Level Simulation and Workload Data Schema Framework for HPC Workload Management Research.
SMC
Lingfei Wang, Maria A. Rodriguez, Nir Lipovetzky
2025 J jnl
Optimizing HPC scheduling: a hierarchical reinforcement learning approach for intelligent job selection and allocation.
J. Supercomput.
Lingfei Wang, Maria A. Rodriguez, Nir Lipovetzky
2025 J jnl
Saarthi: An End-to-End Intelligent Platform for Optimising Distributed Serverless Workloads.
CoRR
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
2025 Misc conf
Serv-Drishti: An Interactive Serverless Function Request Simulation Engine and Visualiser.
ITNAC
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
2025 J jnl
Serv-Drishti: An Interactive Serverless Function Request Simulation Engine and Visualiser.
CoRR
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
2024 J jnl
Autonomous Vehicle Patrolling Through Deep Reinforcement Learning: Learning to Communicate and Cooperate.
CoRR
Chenhao Tong, Maria A. Rodriguez, Richard O. Sinnott
2024 J jnl
Deep Back-Filling: a Split Window Technique for Deep Online Cluster Job Scheduling.
CoRR
Lingfei Wang, Aaron Harwood, Maria A. Rodriguez
2024 J jnl
Efficient Training Approaches for Performance Anomaly Detection Models in Edge Computing Environments.
CoRR
Duneesha Fernando, Maria A. Rodriguez, Patricia Arroba, Leila Ismail, Rajkumar Buyya
2024 Misc conf
Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions.
UCC
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
2024 J jnl
Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions.
CoRR
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
2024 B conf
Intelligent Data Source Emission Rate Control for Optimising the Performance of Streaming Applications.
CCGrid
Ziren Xiao, Christopher Leckie, Maria A. Rodriguez
2024 Misc conf
Latin Square Job Scheduling for Distributed Data Processing on Warehouse-Scale Computers.
UCC
Kevin Exton, Maria A. Rodriguez
2024 Misc conf
iAnomaly: A Toolkit for Generating Performance Anomaly Datasets in Edge-Cloud Integrated Computing Environments.
UCC
Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya
2024 J jnl
iAnomaly: A Toolkit for Generating Performance Anomaly Datasets in Edge-Cloud Integrated Computing Environments.
CoRR
Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya
2023 — conf
Deep Back-Filling: a Split Window Technique for Deep Online Cluster Job Scheduling.
HPCC/DSS/SmartCity/DependSys
Lingfei Wang, Aaron Harwood, Maria A. Rodriguez
2022 J jnl
Multi-Agent Patrolling with Battery Constraints through Deep Reinforcement Learning.
CoRR
Chenhao Tong, Aaron Harwood, Maria A. Rodriguez, Richard O. Sinnott
2022 B conf
Optimal Rate Control for Latency-constrained High Throughput Big Data Applications.
IEEE Big Data
Ziren Xiao, Aaron Harwood, Maria A. Rodriguez