2-D bitmap for summarizing inter-host communication patterns

Keisuke Ishibashi, Tatsuya Mori, Ryoichi Kawahara, Katsuyasu Toyama, Shunichi Osawa, Shoichiro Asano

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We propose a tool for summarizing communication patterns between multiple hosts from traffic data with a small memory space, using a 2-D bitmap. Here, we focus on the communication pattern between pairs of source-destination hosts; these represents spatial communication patterns. By analyzing communication patterns using a bitmap, we can identify a super spreader, which is a host that sends packets to many destinations, or analyze the relationship between two source hosts. For the latter purpose, we present an application of the bitmap to calculate the similarity of hosts based on their peer-hosts patterns.

Original languageEnglish
Title of host publicationSAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W
DOIs
Publication statusPublished - 2007
Externally publishedYes
Event2007 International Symposium on Applications and the Internet - Workshops, SAINT-W - Hiroshima
Duration: 2007 Jan 152007 Jan 19

Other

Other2007 International Symposium on Applications and the Internet - Workshops, SAINT-W
CityHiroshima
Period07/1/1507/1/19

Fingerprint

Communication
Spreaders
Data storage equipment

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Software

Cite this

Ishibashi, K., Mori, T., Kawahara, R., Toyama, K., Osawa, S., & Asano, S. (2007). 2-D bitmap for summarizing inter-host communication patterns. In SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W [4090154] https://doi.org/10.1109/SAINT-W.2007.1

2-D bitmap for summarizing inter-host communication patterns. / Ishibashi, Keisuke; Mori, Tatsuya; Kawahara, Ryoichi; Toyama, Katsuyasu; Osawa, Shunichi; Asano, Shoichiro.

SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W. 2007. 4090154.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ishibashi, K, Mori, T, Kawahara, R, Toyama, K, Osawa, S & Asano, S 2007, 2-D bitmap for summarizing inter-host communication patterns. in SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W., 4090154, 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W, Hiroshima, 07/1/15. https://doi.org/10.1109/SAINT-W.2007.1
Ishibashi K, Mori T, Kawahara R, Toyama K, Osawa S, Asano S. 2-D bitmap for summarizing inter-host communication patterns. In SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W. 2007. 4090154 https://doi.org/10.1109/SAINT-W.2007.1
Ishibashi, Keisuke ; Mori, Tatsuya ; Kawahara, Ryoichi ; Toyama, Katsuyasu ; Osawa, Shunichi ; Asano, Shoichiro. / 2-D bitmap for summarizing inter-host communication patterns. SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W. 2007.
@inproceedings{91de2e7a762b40a5bb4a265d2d335c41,
title = "2-D bitmap for summarizing inter-host communication patterns",
abstract = "We propose a tool for summarizing communication patterns between multiple hosts from traffic data with a small memory space, using a 2-D bitmap. Here, we focus on the communication pattern between pairs of source-destination hosts; these represents spatial communication patterns. By analyzing communication patterns using a bitmap, we can identify a super spreader, which is a host that sends packets to many destinations, or analyze the relationship between two source hosts. For the latter purpose, we present an application of the bitmap to calculate the similarity of hosts based on their peer-hosts patterns.",
author = "Keisuke Ishibashi and Tatsuya Mori and Ryoichi Kawahara and Katsuyasu Toyama and Shunichi Osawa and Shoichiro Asano",
year = "2007",
doi = "10.1109/SAINT-W.2007.1",
language = "English",
isbn = "0769527574",
booktitle = "SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W",

}

TY - GEN

T1 - 2-D bitmap for summarizing inter-host communication patterns

AU - Ishibashi, Keisuke

AU - Mori, Tatsuya

AU - Kawahara, Ryoichi

AU - Toyama, Katsuyasu

AU - Osawa, Shunichi

AU - Asano, Shoichiro

PY - 2007

Y1 - 2007

N2 - We propose a tool for summarizing communication patterns between multiple hosts from traffic data with a small memory space, using a 2-D bitmap. Here, we focus on the communication pattern between pairs of source-destination hosts; these represents spatial communication patterns. By analyzing communication patterns using a bitmap, we can identify a super spreader, which is a host that sends packets to many destinations, or analyze the relationship between two source hosts. For the latter purpose, we present an application of the bitmap to calculate the similarity of hosts based on their peer-hosts patterns.

AB - We propose a tool for summarizing communication patterns between multiple hosts from traffic data with a small memory space, using a 2-D bitmap. Here, we focus on the communication pattern between pairs of source-destination hosts; these represents spatial communication patterns. By analyzing communication patterns using a bitmap, we can identify a super spreader, which is a host that sends packets to many destinations, or analyze the relationship between two source hosts. For the latter purpose, we present an application of the bitmap to calculate the similarity of hosts based on their peer-hosts patterns.

UR - http://www.scopus.com/inward/record.url?scp=46349110466&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=46349110466&partnerID=8YFLogxK

U2 - 10.1109/SAINT-W.2007.1

DO - 10.1109/SAINT-W.2007.1

M3 - Conference contribution

AN - SCOPUS:46349110466

SN - 0769527574

SN - 9780769527574

BT - SAINT - 2007 International Symposium on Applications and the Internet - Workshops, SAINT-W

ER -