Grid knowledge discovery processes and an architecture for their composition
نویسندگان
چکیده
The Grid is the computing and data management infrastructure, which is transforming science, business, health and society. This paper deals with a challenging task addressing knowledge discovery in data repositories within the Grid. It gives an overview about the architecture of a novel Grid knowledge discovery system, the collaboration of the designed services and the concepts of controlling the whole knowledge discovery process by the deployment of a workflow component.
منابع مشابه
Designing data analysis services in the Knowledge Grid
Grid environments were originally designed for dealing with problems involving compute-intensive applications. Today, however, grids enlarged their horizon as they are going to manage large amounts of data and run business applications supporting consumers and end users. To face these new challenges, grids must support adaptive data management and data analysis applications by offering resource...
متن کاملDrug Discovery Acceleration Using Digital Microfluidic Biochip Architecture and Computer-aided-design Flow
A Digital Microfluidic Biochip (DMFB) offers a promising platform for medical diagnostics, DNA sequencing, Polymerase Chain Reaction (PCR), and drug discovery and development. Conventional Drug discovery procedures require timely and costly manned experiments with a high degree of human errors with no guarantee of success. On the other hand, DMFB can be a great solution for miniaturization, int...
متن کاملWeighted-HR: An Improved Hierarchical Grid Resource Discovery
Grid computing environments include heterogeneous resources shared by a large number of computers to handle the data and process intensive applications. In these environments, the required resources must be accessible for Grid applications on demand, which makes the resource discovery as a critical service. In recent years, various techniques are proposed to index and discover the Grid resource...
متن کاملGrid-Based Knowledge Discovery Services for High Throughput Informatics
Discovery Net is an application layer for providing gridbased knowledge discovery services. These services allow scientists to create and manage complex knowledge discovery workflows that integrate data and analysis routines provided as remote services. They also allow scientists to store, share and execute these workflows as well as publish them as new services. Discovery Net provides a higher...
متن کاملWorkflow Management in GridMiner
In the past five years ‘The Grid’ emerged as one of the most important new developments in building the computing and data management infrastructure for science, business, health, and society in the 21st century. This paper deals with the development and organization of the knowledge discovery processes in Grid environments, especially, with the collaboration and coordination of a set of OGSA b...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004