Marco Aurélio Stelmar Netto

Orcid: 0000-0003-4576-1121

Affiliations:
  • Thomas J. Watson Research Center, Yorktown Heights, USA


According to our database1, Marco Aurélio Stelmar Netto authored at least 56 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Links

Online presence:

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Bibliography

2022
Workflow provenance in the lifecycle of scientific machine learning.
Concurr. Comput. Pract. Exp., 2022

2021
Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds.
Proceedings of the 17th IEEE International Conference on eScience, 2021

2020
New generation cloud computing.
Softw. Pract. Exp., 2020

2019
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade.
ACM Comput. Surv., 2019

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.
Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019

Invited Talk 3.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Efficient Runtime Capture of Multiworkflow Data Using Provenance.
Proceedings of the 15th International Conference on eScience, 2019

2018
JobPruner: A machine learning assistant for exploring parameter spaces in HPC applications.
Future Gener. Comput. Syst., 2018

HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges.
ACM Comput. Surv., 2018

A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast.
CoRR, 2018

DeepDownscale: A Deep Learning Strategy for High-Resolution Weather Forecast.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017
Job placement advisor based on turnaround predictions for HPC hybrid clouds.
Future Gener. Comput. Syst., 2017

2016
Optimising resource costs of cloud computing for education.
Future Gener. Comput. Syst., 2016

Impact of user patience on auto-scaling resource capacity for cloud services.
Future Gener. Comput. Syst., 2016

Exploiting Workload Cycles for Orchestration of Virtual Machine Live Migrations in Clouds.
CoRR, 2016

SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments.
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

Helping HPC Users Specify Job Memory Requirements via Machine Learning.
Proceedings of the 2016 Third International Workshop on HPC User Support Tools, 2016

2015
Big Data computing and clouds: Trends and future directions.
J. Parallel Distributed Comput., 2015

An architecture and algorithm for context-aware resource allocation for digital teaching platforms.
IBM J. Res. Dev., 2015

Deciding When and How to Move HPC Jobs to the Cloud.
Computer, 2015

Using Application Data for SLA-Aware Auto-scaling in Cloud Environments.
Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

An SLA-Based Advisor for Placement of HPC Jobs on Hybrid Clouds.
Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

Optimizing Multi-tenant Cloud Resource Pools via Allocation of Reusable Time Slots.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2015

2014
Evaluating Auto-scaling Strategies for Cloud Computing Environments.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Improving Virtual Machine live migration via application-level workload analysis.
Proceedings of the 10th International Conference on Network and Service Management, 2014

Exploiting User Patience for Scaling Resource Capacity in Cloud Services.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013
EMUSIM: an integrated emulation and simulation environment for modeling, evaluation, and validation of performance of Cloud computing applications.
Softw. Pract. Exp., 2013

Big Data Computing and Clouds: Challenges, Solutions, and Future Directions.
CoRR, 2013

When cloud virtual machine images need to be updated.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Software bundling selection for Cloud virtual machine images.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Patience-Aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Leveraging attention scarcity to improve the overall user experience of Cloud services.
Proceedings of the 9th International Conference on Network and Service Management, 2013

Scheduling Workflows in Multi-cluster Environments.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
Performance evaluation of OpenMP-based algorithms for handling Kronecker descriptors.
J. Parallel Distributed Comput., 2012

Towards autonomic detection of SLA violations in Cloud infrastructures.
Future Gener. Comput. Syst., 2012

Coordinated rescheduling of Bag-of-Tasks for executions on multiple resource providers.
Concurr. Comput. Pract. Exp., 2012

Scheduling with preemption for incident management: when interrupting tasks is not such a bad idea.
Proceedings of the Winter Simulation Conference, 2012

Context-Aware Job Scheduling for Cloud Computing Environments.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

CloudAffinity: A framework for matching servers to cloudmates.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

A Cost Analysis of Cloud Computing for Education.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2012

CASViD: Application Level Monitoring for SLA Violation Detection in Clouds.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

2011
Use of run time predictions for automatic co-allocation of multi-cluster resources for iterative parallel applications.
J. Parallel Distributed Comput., 2011

Server consolidation with migration control for virtualized data centers.
Future Gener. Comput. Syst., 2011

Evaluating Load Generation in Virtualized Environments for Software Performance Testing.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

CANPRO: A Conflict-Aware Protocol for Negotiation of Cloud Resources and Services.
Proceedings of the Service-Oriented Computing - 9th International Conference, 2011

2010
OpenMP-based Parallel Algorithms for Solving Kronecker Descriptors.
Proceedings of the 22nd International Symposium on Computer Architecture and High Performance Computing Workshops, 2010

2009
Offer-based scheduling of deadline-constrained Bag-of-Tasks applications for utility computing systems.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008
Rescheduling co-allocation requests based on flexible advance reservations and processor remapping.
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

2007
SLA-Based Advance Reservations with Flexible and Adaptive Time QoS Parameters.
Proceedings of the Service-Oriented Computing, 2007

Impact of Adaptive Resource Allocation Requests in Utility Cluster Computing Environments.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Message passing over windows-based desktop grids.
Proceedings of the 4th international workshop on Middleware for grid computing, 2006

2005
Scheduling Moldable BSP Tasks.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2005

Transparent Resource Allocation to Exploit Idle Cluster Nodes in Computational Grids.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

Scheduling complex computer simulations on heterogeneous non-dedicated machines: a case study in structural bioinformatics.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2003
CRONO: A Configurable and Easy to Maintain Resource Manager Optimized for Small and Mid-Size GNU/Linux Cluster.
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003


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