Maria A. Rodriguez

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Computing Environments

Top Venues

IEEE Trans. Serv. Comput.

Softw. Pract. Exp.

Publications

Chenhao Tong, Maria A. Rodriguez, Richard O. Sinnott
Autonomous Vehicle Patrolling Through Deep Reinforcement Learning: Learning to Communicate and Cooperate. CoRR (2024)
Mohammad Goudarzi, Maria A. Rodriguez, Majid Sarvi, Rajkumar Buyya
$\mu$μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments. IEEE Trans. Serv. Comput. 17 (1) (2024)
Lingfei Wang, Aaron Harwood, Maria A. Rodriguez
Deep Back-Filling: a Split Window Technique for Deep Online Cluster Job Scheduling. CoRR (2024)
Tharindu B. Hewage, Shashikant Ilager, Maria A. Rodriguez, Rajkumar Buyya
CloudSim express: A novel framework for rapid low code simulation of cloud computing environments. Softw. Pract. Exp. 54 (3) (2024)
Tharindu B. Hewage, Shashikant Ilager, Maria A. Rodriguez, Rajkumar Buyya
CloudSim Express: A Novel Framework for Rapid Low Code Simulation of Cloud Computing Environments. CoRR (2023)
Luca Mazzola, Atreya Shankar, Christof Bless, Maria A. Rodriguez, Andreas Waldis, Alexander Denzler, Michiel Van Roey
A Question Answering Tool for Website Privacy Policy Comprehension. HCI (35) (2023)
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions. CoRR (2023)
Mohammad Goudarzi, Maria A. Rodriguez, Majid Sarvi, Rajkumar Buyya
μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog computing Environments. CoRR (2023)
Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya
Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing. CoRR (2023)
Lingfei Wang, Aaron Harwood, Maria A. Rodriguez
Deep Back-Filling: a Split Window Technique for Deep Online Cluster Job Scheduling. HPCC/DSS/SmartCity/DependSys (2023)
Tharindu B. Hewage, Shashikant Ilager, Maria A. Rodriguez, Patricia Arroba, Rajkumar Buyya
DEMOTS: A Decentralized Task Scheduling Algorithm for Micro-Clouds with Dynamic Power-Budgets. CLOUD (2023)
Ziren Xiao, Aaron Harwood, Maria A. Rodriguez
Optimal Rate Control for Latency-constrained High Throughput Big Data Applications. Big Data (2022)
Chenhao Tong, Aaron Harwood, Maria A. Rodriguez, Richard O. Sinnott
Multi-Agent Patrolling with Battery Constraints through Deep Reinforcement Learning. CoRR (2022)