Content-based Information Retrieval Techniques Based on Grid Computing: A Review
Mohammed Bakri Bashir, Muhammad Shafie Abd Latiff, Aboamama Atahar Ahmed, Adil Yousif, Manhal Elfadil Eltayeeb · IETE Technical Review · 2013
AbstractDistributed information retrieval methods are growing rapidly because of the rising need to access and search distributed digital documents. However, the content-based information retrieval (CBIR) is concentrated to extract and retrieve the information from massive digital libraries, which require a huge amount of computing and storage resources. The grid computing provides the reliable infrastructure for effective and efficient retrieval on these large collections. In order to build an effective and efficient CBIR technique, varieties of architectures were developed based on grid technologies. The goal of such architecture is to solve interoperability and heterogeneous resource issues, and increase the efficiency and effectiveness of information retrieval (IR) techniques by harnessing the grid computing capabilities. This paper reviews and analyzes latest research carried out in the domain of large-scale dataset IR based on a grid. The evaluation is based on scalability, response time, scope, dat...