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Dr

Maria Rodriguez Read

Lecturer
Computing And Information Systems
computer science
science & technology
technology
computer science, theory & methods
scientific workflow
scheduling
resource provisioning
cloud computing
computer science, software engineering
Maria Rodriguez Read's Profile Picture
Dr

Maria Rodriguez Read

 
Division
Engineering
 
Primary Interest
Scientific Computing
Maria Rodriguez Read's Profile Picture
Dr

Maria Rodriguez Read

 

Dr. Maria Rodriguez is a Lecturer in the School of Computing and Information Systems. Her research interests lie in the field of distributed and parallel systems.

Her work has focused on the efficient orchestration of scientific applications in cloud environments and includes topics such as scheduling, resource provisioning, task runtime prediction, and performance anomaly detection. She has also built various frameworks that enable the practical application of her research. More recently, she has worked on investigating how containerized and cloud-native applications can be better supported by cloud providers to offer users advantages in terms of reduced cost and more scalable, robust, and flexible application deployment.

Projects

Displaying the most recent project by Maria Rodriguez Read.

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Cost-Efficient Orchestration Of Containers In Clouds

2017 - 2018
Completed

1

Projects

Project Types

1

Research Grant

Scholarly Works

Displaying the 14 most recent scholarly works by Maria Rodriguez Read.

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Multiple workflows scheduling in multi-tenant distributed systems: A taxonomy and future directions

MH Hilman, MA Rodriguez, R Buyya

Journal article  |  2020  |  ACM Computing Surveys

Workflows are an application model that enables the automated execution of multiple interdependent and interconnected tasks. They ..

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Container-based cluster orchestration systems: A taxonomy and future directions

Maria A Rodriguez, Rajkumar Buyya

Journal article  |  2019  |  Software: Practice and Experience

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A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade

Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco AS Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio M Llorente, Sabrina De Capitani Di Vimercati, Pierangela Samarati, Dejan Milojicic, Carlos Varela, Rami Bahsoon, Marcos Dias De Assuncao, Omer Rana, et al.

Journal article  |  2019  |  ACM Computing Surveys

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Cost-Efficient Orchestration of Containers in Clouds: A Vision, Architectural Elements, and Future Directions

R Buyya, MA Rodriguez, AN Toosi, J Park

Conference Proceedings  |  2018  |  Journal of Physics: Conference Series

© Published under licence by IOP Publishing Ltd. This paper proposes an architectural framework for the efficient orchestration of..

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Detecting performance anomalies in scientific workflows using hierarchical temporal memory

Maria A Rodriguez, Ramamohanarao Kotagiri, Rajkumar Buyya

Journal article  |  2018  |  Future Generation Computer Systems

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Scheduling dynamic workloads in multi-tenant scientific workflow as a service platforms

Maria A Rodriguez, Rajkumar Buyya

Journal article  |  2018  |  Future Generation Computer Systems

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Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

Muhammad Hafizhuddin Hilman, Maria A Rodriguez, Rajkumar Buyya

Conference Proceedings  |  2018  |  2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing (UCC)

Many algorithms in workflow scheduling and resource provisioning rely on the performance estimation of tasks to produce a scheduli..

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Budget-Driven Scheduling of Scientific Workflows in IaaS Clouds with Fine-Grained Billing Periods

Maria A Rodriguez, Rajkumar Buyya

Journal article  |  2017  |  ACM Transactions on Autonomous and Adaptive Systems

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A taxonomy and survey on scheduling algorithms for scientific workflows in IaaS cloud computing environments

Maria Alejandra Rodriguez, Rajkumar Buyya

Journal article  |  2017  |  Concurrency and Computation: Practice and Experience

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Task-based Budget Distribution Strategies for Scientific Workflows with Coarse-grained Billing Periods in IaaS Clouds

Muhammad Hafizhuddin Hilman, Maria A Rodriguez, Rajkumar Buyya

Conference Proceedings  |  2017  |  2017 IEEE 13th International Conference on e-Science (e-Science)

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SCIENTIFIC WORKFLOW MANAGEMENT SYSTEM FOR CLOUDS

Maria A Rodriguez, Rajkumar Buyya

Book Chapter  |  2017

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A Responsive Knapsack-Based Algorithm for Resource Provisioning and Scheduling of Scientific Workflows in Clouds

MA Rodriguez, R Buyya

Conference Proceedings  |  2015  |  2015 44th International Conference on Parallel Processing

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Deadline Based Resource Provisioningand Scheduling Algorithm for Scientific Workflows on Clouds

MA Rodriguez, R Buyya

Journal article  |  2014  |  IEEE Transactions on Cloud Computing

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Enhancing Federated Cloud Management with an Integrated Service Monitoring Approach

A Kertesz, G Kecskemeti, M Oriol, P Kotcauer, S Acs, M Rodríguez, O Mercè, AC Marosi, J Marco, X Franch

Journal article  |  2013  |  Journal of Grid Computing

14

Scholarly Works

Keyword Analysis

Computer Software and Services
Computer Software
Distributed Computing

Credentials

Positions

Lecturer

Computing And Information Systems

Education

Bachelor of Engineering

University of the Andes

Masters of Engineering in Distributed Computing

University of Melbourne

Doctor of Philosophy

University of Melbourne

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