Maria Rodriguez Read

A Traffic and Resource Aware Online Storm Scheduler

T Qi, M Rodriguez

Conference Proceedings  |  2021  |  ACM International Conference Proceeding Series

Streaming applications have become widespread with the advent of big data and IoT. They are latency-sensitive applications that ai..

High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments

J Zhao, MA Rodriguez, R Buyya

Conference Proceedings  |  2020  |  Proceedings - 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing, UCC 2020

The COVID-19 global pandemic is an unprecedented health crisis. Many researchers around the world have produced an extensive colle..

Heterogeneous task co-location in containerized cloud computing environments

Z Zhong, J He, MA Rodriguez, S Erfani, R Kotagiri, R Buyya

Conference Proceedings  |  2020  |  Proceedings - 2020 IEEE 23rd International Symposium on Real-Time Distributed Computing, ISORC 2020

Although cloud computing became a mainstream industrial computing paradigm, low resource utilization remains a common problem that..

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 ..

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

Maria A Rodriguez, Rajkumar Buyya

Journal article  |  2019  |  SOFTWARE-PRACTICE & EXPERIENCE

Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine-grained resource sh..

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

The Cloud computing paradigm has revolutionised the computer science horizon during the past decade and has enabled the emergence ..

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..

Detecting performance anomalies in scientific workflows using hierarchical temporal memory

Maria A Rodriguez, Ramamohanarao Kotagiri, Rajkumar Buyya

Journal article  |  2018  |  FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

Technological advances and the emergence of the Internet of Things have lead to the collection of vast amounts of scientific data ..

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

Maria A Rodriguez, Rajkumar Buyya

Journal article  |  2018  |  FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

With the advent of cloud computing and the availability of data collected from increasingly powerful scientific instruments, workf..

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

Muhammad Hafizhuddin Hilman, Maria A Rodriguez, Rajkumar Buyya

Conference Proceedings  |  2018

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