Hardware support for efficient data classification

被引：0

作者：

Botwicz, Jakub ^{[1
]}

Buciak, Piotr ^{[1
]}

机构：

[1] Warsaw Univ Technol, PL-00661 Warsaw, Poland

来源：

EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6 | 2007年

关键词：

reconfigurable architectures; data classification; data security; computer viruses;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This document describes a group of data classification problems and presents novel architecture of hardware support for data processing using hardware-software co-synthesis. The presented exemplar solution is a content-based file classifier that uses less then 1% of resources of chips currently available at the market and can provide throughput of over 2 Gbps.

引用

页码：2282 / 2287

页数：6

共 50 条

[31] Efficient Classification for Metric Data
Gottlieb, Lee-Ad
Kontorovich, Aryeh
Krauthgamer, Robert
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (09) : 5750 - 5759
[32] Efficient classification for longitudinal data
Wang, Xianlong
Qu, Annie
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, 78 : 119 - 134
[33] Efficient GHA-Based Hardware Architecture for Texture Classification
Lin, Shiow-Jyu
Hung, Yi-Tsan
Hwang, Wen-Jyi
COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT II, 2010, 6422 : 203 - 212
[34] Hardware-based packet classification made fast and efficient
Wang, PC
Lee, CL
Chan, CT
Chang, HY
11TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS WORKSHOPS, VOL II, PROCEEDINGS,, 2005, : 47 - 51
[35] The IANET Hardware Accelerator for Audio and Visual Data Classification
Gillela, Rohini J.
Ganguly, Amlan
Patru, Dorin
Indovina, Mark A.
2020 IEEE 33RD INTERNATIONAL SYSTEM-ON-CHIP CONFERENCE (SOCC), 2020, : 48 - 53
[36] Leveraging Hardware Performance Counters for Efficient Classification of Binary Packers
Leal, Erika
Cheng, Binlin
TuQuynh Nguyen
Garcia, Alfredo Gutierrez
Cabero, Nathan
Ming, Jiang
2023 IEEE 22ND INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, BIGDATASE, CSE, EUC, ISCI 2023, 2024, : 1859 - 1864
[37] A Hardware Accelerator for Data Classification within the Sensing Infrastructure
Barbareschi, Mario
Battista, Ermanno
Mazzocca, Nicola
Venkatesan, Sridhar
2014 IEEE 15TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2014, : 400 - 405
[38] OpenMax Hardware Native Support for Efficient Multimedia Embedded Systems
Barba, Jesus
de la Fuente, David
Rincon, Fernando
Moya, Francisco
Carlos Lopez, Juan
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (03) : 1722 - 1729
[39] Efficient hardware support for pattern matching in network intrusion detection
Guinde, Nitesh B.
Ziavras, Sotirios G.
COMPUTERS & SECURITY, 2010, 29 (07) : 756 - 769
[40] A Gather/Scatter Hardware Support for Efficient Fast Fourier Transform
Ku, Anderson Kuei-An
Kuo, Jenny Yi-Chun
Xue, Jingling
2008 13TH ASIA-PACIFIC COMPUTER SYSTEMS ARCHITECTURE CONFERENCE, 2008, : 186 - 193

← 1 2 3 4 5 →