Clustering Multiple and Cooperative Instances of Computational Intensive Software Tools
نویسندگان
چکیده
In this note a general approach to designing distributed systems based on coupling existing software tools is presented and illustrated by two examples. Utilization of this approach to the development of intelligent ODE solver is also described.
منابع مشابه
A New Method for Improving Computational Cost of Open Information Extraction Systems Using Log-Linear Model
Information extraction (IE) is a process of automatically providing a structured representation from an unstructured or semi-structured text. It is a long-standing challenge in natural language processing (NLP) which has been intensified by the increased volume of information and heterogeneity, and non-structured form of it. One of the core information extraction tasks is relation extraction wh...
متن کاملCooperative Software Development: Concepts, Model and Tools
The development of large software systems demands intensive cooperation among multiple project team members with different responsibilities. The development process is often distributed across time and space and takes place within and between specialized workgroups. This necessitates finding appropriate answers to questions related to division of labor, to communication, and to coordination and...
متن کاملThe Icet Project: an Environment for Cooperative Distributed Computing
Recent developments in networking infrastructure, computer workstation capabilities, software tools, and programming languages and paradigms, have motivated new approaches to cooperative and distributed computing. IceT combines several tools and methodologies that have recently become available into a powerful yet exible environment that is well-suited to cooperative work and to concurrent dist...
متن کاملScenario-based modeling for multiple allocation hub location problem under disruption risk: multiple cuts Benders decomposition approach
The hub location problem arises in a variety of domains such as transportation and telecommunication systems. In many real-world situations, hub facilities are subject to disruption. This paper deals with the multiple allocation hub location problem in the presence of facilities failure. To model the problem, a two-stage stochastic formulation is developed. In the proposed model, the number of ...
متن کاملStability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms
Data clustering is the organization of a set of unlabelled data into similar groups. In this chapter, stability analysis is proposed to determine the model order of the underlying data using multiple cooperative swarms clustering. The mathematical explanations demonstrating why multiple cooperative swarms clustering leads to more stable and robust results than those of single swarm clustering a...
متن کامل