Algorithms for cost-and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds

M Malawski, G Juve, E Deelman, J Nabrzyski - Future Generation …, 2015 - Elsevier
Large-scale applications expressed as scientific workflows are often grouped into
ensembles of inter-related workflows. In this paper, we address a new and important …

Cost minimization for computational applications on hybrid cloud infrastructures

M Malawski, K Figiela, J Nabrzyski - Future Generation Computer Systems, 2013 - Elsevier
We address the problem of task planning on multiple clouds formulated as a mixed integer
nonlinear programming problem (MINLP). Its specification with AMPL modeling language …

Scheduling multilevel deadline‐constrained scientific workflows on clouds based on cost optimization

M Malawski, K Figiela, M Bubak… - Scientific …, 2015 - Wiley Online Library
This paper presents a cost optimization model for scheduling scientific workflows on IaaS
clouds such as Amazon EC2 or RackSpace. We assume multiple IaaS clouds with …

Cost optimization of execution of multi-level deadline-constrained scientific workflows on clouds

M Malawski, K Figiela, M Bubak, E Deelman… - Parallel Processing and …, 2014 - Springer
This paper introduces a cost optimization model for scientific workflows on IaaS clouds such
as Amazon EC2 or RackSpace. We assume multiple IaaS clouds with heterogeneous VM …

Design and development of an adaptive workflow-enabled spatial-temporal analytics framework

X Li, RN Calheiros, S Lu, L Wang… - 2012 IEEE 18th …, 2012 - ieeexplore.ieee.org
Cloud computing is a suitable platform for execution of complex computational tasks and
scientific simulations that are described in the form of workflows. Such applications are …

A non-cooperative game theory approach to optimize workflow scheduling in grid computing

M Yaghoobi, A Fanian… - 2013 IEEE Pacific …, 2013 - ieeexplore.ieee.org
Grid computing employs resource sharing in heterogeneous computing networks to solve
complex computing tasks. To provide suitable performance and response times, the …

[PDF][PDF] Optimization of Resource Allocation on the Cloud

K Figiela - 2013 - Citeseer
Nowdays, hardly any science can be done without a computing infrastructure, and cloud
systems are regarded by the scientific community as a potential source of low-cost …

Informações de suporte ao escalonamento de workflows científicos para a execução em plataformas de computação em nuvem

EC Teixeira - 2016 - teses.usp.br
A ciência tem feito uso frequente de recursos computacionais para execução de
experimentos e processos científicos, que podem ser modelados como workflows que …