Marcelo Amaral

According to our database, Marcelo Amaral authored at least 19 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Toward Effective AI Governance: A Review of Principles.

Danilo Monteiro Ribeiro, Thayssa A. da Rocha, Gustavo Pinto, Bruno Cartaxo, Marcelo Amaral, Nicole Davila, Ana Camargo

CoRR, May, 2025

2024

A Robust Power Model Training Framework for Cloud Native Runtime Energy Metric Exporter.

Sunyanan Choochotkaew, Chen Wang, Huamin Chen, Tatsuhiro Chiba, Marcelo Amaral, Eun Kyung Lee, Tamar Eilam

CoRR, 2024

Best-Effort Power Model Serving for Energy Quantification of Cloud Instances.

Sunyanan Choochotkaew, Tatsuhiro Chiba, Marcelo Amaral, Rina Nakazawa, Scott Trent, Eun Kyung Lee, Umamaheswari Devi, Tamar Eilam, Huamin Chen

Proceedings of the 32nd International Conference on Modeling, 2024

Process-Based Efficient Power Level Exporter.

Marcelo Amaral, Huamin Chen, Tatsuhiro Chiba, Rina Nakazawa, Sunyanan Choochotkaew, Eun Kyung Lee, Tamar Eilam

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Advancing Cloud Sustainability: A Versatile Framework for Container Power Model Training.

Sunyanan Choochotkaew, Chen Wang, Huamin Chen, Tatsuhiro Chiba, Marcelo Amaral, Eun Kyung Lee, Tamar Eilam

Proceedings of the 31st International Symposium on Modeling, 2023

Kepler: A Framework to Calculate the Energy Consumption of Containerized Applications.

Marcelo Amaral, Huamin Chen, Tatsuhiro Chiba, Rina Nakazawa, Sunyanan Choochotkaew, Eun Kyung Lee, Tamar Eilam

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Detecting Layered Bottlenecks in Microservices.

Tatsushi Inagaki, Yohei Ueda, Moriyoshi Ohara, Sunyanan Choochotkaew, Marcelo Amaral, Scott Trent, Tatsuhiro Chiba, Qi Zhang

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

AutoDECK: Automated Declarative Performance Evaluation and Tuning Framework on Kubernetes.

Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent, Takeshi Yoshimura, Marcelo Amaral

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

Bypass Container Overlay Networks with Transparent BPF-driven Socket Replacement.

Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent, Marcelo Amaral

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

MicroLens: A Performance Analysis Framework for Microservices Using Hidden Metrics With BPF.

Marcelo Amaral, Tatsuhiro Chiba, Scott Trent, Takeshi Yoshimura, Sunyanan Choochotkaew

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

DRMaestro: orchestrating disaggregated resources on virtualized data-centers.

Marcelo Amaral, Jordà Polo, David Carrera, Nelson M. Gonzalez, Chih-Chieh Yang, Alessandro Morari, Bruce D'Amora, Alaa Youssef, Malgorzata Steinder

J. Cloud Comput., 2021

Run Wild: Resource Management System with Generalized Modeling for Microservices on Cloud.

Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent, Marcelo Amaral

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2019

Improving resource efficiency in virtualized datacenters.

Marcelo Amaral

PhD thesis, 2019

2018

Performance Characterization of Spark Workloads on Shared NUMA Systems.

Shuja-ur-Rehman Baig, Marcelo Amaral, Jorda Polo, David Carrera

Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

2017

Topology-aware GPU scheduling for learning workloads in cloud environments.

Marcelo Amaral, Jordà Polo, David Carrera, Seetharami R. Seelam, Malgorzata Steinder

Proceedings of the International Conference for High Performance Computing, 2017

2015

Performance Evaluation of Microservices Architectures Using Containers.

Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder

Proceedings of the 14th IEEE International Symposium on Network Computing and Applications, 2015

2012

REASoN - Reliability and/or availability evaluation for sustainable networking.

Marcelo Amaral, Carlos H. A. Costa, Tereza Cristina M. B. Carvalho, Catalin Meirosu

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Towards Sustainable Networks - Energy Efficiency Policy from Business to Device Instance Levels.

Tereza Cristina M. B. Carvalho, Ana C. Riekstin, Marcelo Amaral, Carlos H. A. Costa, Guilherme C. Januario, Cristina K. Dominicini, Catalin Meirosu

Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 3, Wroclaw, Poland, 28 June, 2012

2011

EbitSim: An Enhanced BitTorrent Simulation Using OMNeT++ 4.

Pedro Evangelista, Marcelo Amaral, Charles Miers, Walter Goya, Marcos A. Simplício Jr., Tereza Cristina M. B. Carvalho, Victor Souza

Proceedings of the MASCOTS 2011, 2011