Maria Alejandra Rodriguez

40 papers B 4C 1Misc 2Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Framework for Carbon-Aware Real-Time Workload Management in Clouds Using Renewables-Driven Cores.
IEEE Trans. Computers
Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2025 J jnl
Dynamic Function Configuration and its Management in Serverless Computing: A Taxonomy and Future Directions.
CoRR
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
2024 J jnl
$\mu$μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog Computing Environments.
IEEE Trans. Serv. Comput.
Mohammad Goudarzi, Maria Alejandra Rodriguez, Majid Sarvi, Rajkumar Buyya
2024 J jnl
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions.
IEEE Trans. Serv. Comput.
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
2024 J jnl
A Framework for Carbon-aware Real-Time Workload Management in Clouds using Renewables-driven Cores.
CoRR
Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2024 J jnl
CloudSim express: A novel framework for rapid low code simulation of cloud computing environments.
Softw. Pract. Exp.
Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2023 J jnl
A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions.
CoRR
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
2023 J jnl
CloudSim Express: A Novel Framework for Rapid Low Code Simulation of Cloud Computing Environments.
CoRR
Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Rajkumar Buyya
2023 B conf
DEMOTS: A Decentralized Task Scheduling Algorithm for Micro-Clouds with Dynamic Power-Budgets.
CLOUD
Tharindu B. Hewage, Shashikant Ilager, Maria Alejandra Rodriguez, Patricia Arroba, Rajkumar Buyya
2023 J jnl
Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing.
CoRR
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
2023 J jnl
μ-DDRL: A QoS-Aware Distributed Deep Reinforcement Learning Technique for Service Offloading in Fog computing Environments.
CoRR
Mohammad Goudarzi, Maria Alejandra Rodriguez, Majid Sarvi, Rajkumar Buyya
2022 J jnl
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions.
ACM Comput. Surv.
Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Cheng-Zhong Xu, Rajkumar Buyya
2021 B conf
A Deep Reinforcement Learning Approach to Resource Management in Hybrid Clouds Harnessing Renewable Energy and Task Scheduling.
CLOUD
Jie Zhao, Maria Alejandra Rodriguez, Rajkumar Buyya
2021 B conf
A Reinforcement Learning Approach to Reduce Serverless Function Cold Start Frequency.
CCGRID
Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya
2021 — conf
A Traffic and Resource Aware Online Storm Scheduler.
ACSW
Tianyu Qi, Maria Alejandra Rodriguez
2021 J jnl
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions.
CoRR
Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Chengzhong Xu, Rajkumar Buyya
2021 J jnl
Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions.
ACM Comput. Surv.
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2021 — ch.
Software-Defined Multi-domain Tactical Networks: Foundations and Future Directions.
Mobile Edge Computing
Md. Redowan Mahmud, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Sharat Chandra Madanapalli, Vijay Sivaraman, Len Sciacca, Christos Sioutis, Rajkumar Buyya
2020 C conf
Heterogeneous Task Co-location in Containerized Cloud Computing Environments.
ISORC
Zhiheng Zhong, Jiabo He, Maria Alejandra Rodriguez, Sarah M. Erfani, Ramamohanarao Kotagiri, Rajkumar Buyya
2020 Misc conf
High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments.
UCC
Jie Zhao, Maria Alejandra Rodriguez, Rajkumar Buyya
2020 J jnl
High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments.
CoRR
Jie Zhao, Maria Alejandra Rodriguez, Rajkumar Buyya
2020 J jnl
Software-Defined Multi-domain Tactical Networks: Foundations and Future Directions.
CoRR
Md. Redowan Mahmud, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Sharat Chandra Madanapalli, Vijay Sivaraman, Len Sciacca, Christos Sioutis, Rajkumar Buyya
2020 J jnl
Workflow-as-a-Service Cloud Platform and Deployment of Bioinformatics Workflow Applications.
CoRR
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2019 J jnl
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.
ACM Comput. Surv.
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
2019 J jnl
Container-based cluster orchestration systems: A taxonomy and future directions.
Softw. Pract. Exp.
Maria Alejandra Rodriguez, Rajkumar Buyya
2019 J jnl
Resource-sharing Policy in Multi-tenant Scientific Workflow as a Service Platform.
CoRR
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2018 J jnl
Container-based Cluster Orchestration Systems: A Taxonomy and Future Directions.
CoRR
Maria Alejandra Rodriguez, Rajkumar Buyya
2018 J jnl
Containers Orchestration with Cost-Efficient Autoscaling in Cloud Computing Environments.
CoRR
Maria Alejandra Rodriguez, Rajkumar Buyya
2018 J jnl
Cost-Efficient Orchestration of Containers in Clouds: A Vision, Architectural Elements, and Future Directions.
CoRR
Rajkumar Buyya, Maria Alejandra Rodriguez, Adel Nadjaran Toosi, Jaeman Park
2018 J jnl
Detecting performance anomalies in scientific workflows using hierarchical temporal memory.
Future Gener. Comput. Syst.
Maria Alejandra Rodriguez, Ramamohanarao Kotagiri, Rajkumar Buyya
2018 J jnl
Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions.
CoRR
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2018 J jnl
Scheduling dynamic workloads in multi-tenant scientific workflow as a service platforms.
Future Gener. Comput. Syst.
Maria Alejandra Rodriguez, Rajkumar Buyya
2018 Misc conf
Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach.
UCC
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2018 J jnl
Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach.
CoRR
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2017 J jnl
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.
CoRR
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
2017 J jnl
A taxonomy and survey on scheduling algorithms for scientific workflows in IaaS cloud computing environments.
Concurr. Comput. Pract. Exp.
Maria Alejandra Rodriguez, Rajkumar Buyya
2017 J jnl
Budget-Driven Scheduling of Scientific Workflows in IaaS Clouds with Fine-Grained Billing Periods.
ACM Trans. Auton. Adapt. Syst.
Maria Alejandra Rodriguez, Rajkumar Buyya
2017 — conf
Task-Based Budget Distribution Strategies for Scientific Workflows with Coarse-Grained Billing Periods in IaaS Clouds.
eScience
Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, Rajkumar Buyya
2015 B conf
A Responsive Knapsack-Based Algorithm for Resource Provisioning and Scheduling of Scientific Workflows in Clouds.
ICPP
Maria Alejandra Rodriguez, Rajkumar Buyya
2014 J jnl
Deadline Based Resource Provisioningand Scheduling Algorithm for Scientific Workflows on Clouds.
IEEE Trans. Cloud Comput.
Maria Alejandra Rodriguez, Rajkumar Buyya