Pradeep Suresh

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Informatics infrastructure plays a crucial role in supporting different decision making activities related to pharmaceutical product development, pilot plant and commercial scale manufacturing by streamlining information gathering, data integration, model development and managing all these for easy and timely access and reuse. The foundation of such an(More)
Introduction The current emphasis in the development of a pharmaceutical product is on shortening development time, reducing development costs, and improving the process design to ensure higher flexibility. Commercial scale product and process development typically goes through the following stages after the viability of a newly discovered molecule is(More)
In this paper we describe OntoMODEL, an ontological mathematical model management tool that facilitates systematic, standardizable methods for model storage, use and solving. While the declarative knowledge in mathematical models has been captured using ontologies, the procedural knowledge required for solving these models has been handled by commercially(More)
Grid Computing is a high performance computing that solves complicated tasks and provides powerful computing abilities. Scheduler is very much responsible for effective utilization of resources and less processing time. Most of the scheduling algorithms failed to consider user satisfaction and resource utilization. This paper introduces a new grouping based(More)
The increasing complexity of the enterprise has motivated the utilization of mathematical programming methodologies to deal with many of the decisions faced by companies. However, in many cases the combinatorial complexity of the decision problems is exacerbated by uncertainty in many of the model parameters, requiring the use of scenarios or stochastic(More)
This paper presents an asymptotic analysis of a stochastic manufaturing system consisting of parallel machines subject to breakdown and repair and facing a constant demand, as the rates of change of the machine states approach innnity. This situation gives rise to a limiting problem in which the stochastic machine availability is replaced by its equilibrium(More)
Grid environment consists of millions of dynamic and heterogeneous resources. A grid environment which deals with computing resources is computational grid and is meant for applications that involve larger computations. A scheduling algorithm is said to be efficient if and only if it performs better resource allocation even in case of resource failure.(More)
Digital transactions have permeated almost every sphere of activity in today's world. This increase in digital transactions has introduced additional and stringent requirements with regard to security and privacy. People reveal lots of personal information by compromising their private credentials during digital interactions. It is imperative that in(More)