Paper Info
Title
The Olap And Data Warehousing Approaches For Analysis And Sharing Of Results From Dependability Evaluation Experiments
Abstract
Two important questions on experimental dependability evaluation remain largely unanswered: 1) how to analyze the usually large amount of raw data produced in dependability evaluation experiments and 2) how to compare results from different experiments or results from similar experiments across different systems. These problems are also common to other dependability evaluation techniques such as the ones based on simulation, or even to the analysis of field data on computer faults.. We propose the use of data warehousing technologies to store raw results from different experiments/setups in a common multidimensional structure where raw data can be analyzed and shared world wide by means of web-enabled OLAP (On-Line Analytical Processing) tools. This paper describes how to use the proposed approach in a concrete example of dependability evaluation experiment.
Year
DOI
Venue
2003
10.1109/DSN.2003.1209920
2003 INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS, PROCEEDINGS
Keywords
Field
DocType
data warehouses,data warehousing,robustness,testing,multidimensional systems,warehousing,data analysis,computer simulation,computational modeling
Data warehouse,Data mining,Dependability,Field data,Computer science,Raw data,Robustness (computer science),Online analytical processing,Database,Multidimensional systems
Conference
Citations 
PageRank 
References 
22
1.61
6
Authors
3
Name
Order
Citations
PageRank
Henrique Madeira11307122.00
João Pedro Costa26411.99
Marco Vieira3971112.31