Policy-based hybrid workflow management system for heart disease identification

A Cooperative Metabolic Syndrome Estimation With High Precision Sensing Unit

“…Fig. 3 shows how the proposed cell metabolic system works to identify the metabolic syndrome through acquisition of mitochondrial dynamics with the sensing device in [6] and [7]. The extended KEPLER profile in the lower layer provides the distributed KEPLER workflow management functionality.…”

“…Especially, it includes workflow job management functions, such as dispatching, scheduling, and fault recovery. In addition, the policy quorum-based resource management [7] provides distributed resource interface, which is used by the KE-PLER director for the distributed execution. The mitochondria simulation application is hard to complete in a server because of its huge usage of the data and memory when the number of cell and cycle increase up to the human body energy simulation level.…”

“…The measurement system is fully integrated instruments that simultaneously measure the two major energy yielding pathways--heat generation of cells and change of pH value--in a convenient, microplate format. Scientific workflow systems are becoming widespread for cell modeling, disease identification, and others in [6] and [7]. In this letter, we propose workflow-based high precision sensing system, which measures not only a cell temperature variation using invasive method, but also managing simulation for metabolic syndrome prediction.…”

Kepler-based collaborative workflow system for metabolic syndrome estimation

“…We add the Strategy Configuration scheme onto existing Moml to provide resource selection-weighting scheme in Grid resource management system, e.g. Policy Quorum-based Resource Management (PQRM) [8][9].…”

“…Therefore, more simulation cycles could be executed than in one node. In addition, PQRM system [7] [8] improves the completion time through effective management of the fragmented part of the simulation workflow to several resources. …”