Memory management for Big Data Mining

2015 Fiscal Year Final Research Report

• Project/Area Number: 25540093
• Research Category: Grant-in-Aid for Challenging Exploratory Research
• Allocation Type: Multi-year Fund
• Research Field: Intelligent informatics
• Research Institution: University of Tsukuba
• Principal Investigator: YOSHIDA Kenichi 筑波大学, ビジネスサイエンス系, 教授 (40344858)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Keywords: データマイニング / メモリ管理 / Big Data

Outline of Final Research Achievements

Based on the past research experience of on-line network threat analysis, such as SPAM filtering and DDoS finding, we have studied 1) a new memory management strategy which is suitable to be used in on-line network analyzers, 2) relationship between the performance of data mining method and memory management method.
The results of this study are reported in 1) a reviewed conference paper which propose a new memory management strategy whose characteristics is the functionality to report its memory management performance, and 2) another reviewed conference paper which reports an analyzer of browser based DDoS attacks as an application of developed memory management strategy.

Free Research Field

データマイニング