Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lin, Yi-Bing | en_US |
dc.contributor.author | Huang, Ching-Chun | en_US |
dc.contributor.author | Tsai, Shi-Chun | en_US |
dc.date.accessioned | 2019-12-13T01:12:18Z | - |
dc.date.available | 2019-12-13T01:12:18Z | - |
dc.date.issued | 2019-10-01 | en_US |
dc.identifier.issn | 1551-3203 | en_US |
dc.identifier.uri | http://dx.doi.org/10.1109/TII.2019.2909933 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/153172 | - |
dc.description.abstract | To avoid distributed denial-of-service (DDoS) attacks or real-time transmission control protocol (TCP) incast in the software-defined networking (SDN) environment, the HashPipe algorithm was developed following the space-saving approach. Unfortunately, HashPipe implemented in the behavioral model (bmv2) cannot be directly executed at a real programming protocol-independent packet processor (P4) switch due to P4 pipeline limitation. Based on the Banzai machine model, this paper shows how to smartly utilize the Banzai atoms to develop HashPipe as a soft computing application in a real P4 switch. Then we propose an enhanced HashPipe algorithm that significantly improves the accuracy of the original HashPipe. The proposed heavy hitter detection is executed at the line-rate of the Tofino P4 switch with the highest process rate in the world. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | Switches | en_US |
dc.subject | Pipelines | en_US |
dc.subject | Approximation algorithms | en_US |
dc.subject | Metadata | en_US |
dc.subject | Computer architecture | en_US |
dc.subject | Computational modeling | en_US |
dc.subject | HashPipe | en_US |
dc.subject | heavy hitter detection | en_US |
dc.subject | P4 | en_US |
dc.subject | software-defined networking | en_US |
dc.subject | space saving | en_US |
dc.title | SDN Soft Computing Application for Detecting Heavy Hitters | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1109/TII.2019.2909933 | en_US |
dc.identifier.journal | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS | en_US |
dc.citation.volume | 15 | en_US |
dc.citation.issue | 10 | en_US |
dc.citation.spage | 5690 | en_US |
dc.citation.epage | 5699 | en_US |
dc.contributor.department | 資訊工程學系 | zh_TW |
dc.contributor.department | Department of Computer Science | en_US |
dc.identifier.wosnumber | WOS:000492292500030 | en_US |
dc.citation.woscount | 0 | en_US |
Appears in Collections: | Articles |