POWARED for Non-Linear Adaptive RED
Random Early Detection (RED) is widely deployed as a congestion control mechanism in the routers. However, RED is often limited by the difficulty of tuning its parameters under different congestion levels. Adaptive RED (ARED) addresses this problem by adaptively adjusting the aggressiveness of RED s...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Published: |
2005
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| Online Access: | http://shdl.mmu.edu.my/2404/ |
| _version_ | 1848790046628380672 |
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| author | Ng, B.K. Safi Uddin, Md. Malik Abusin, A.A.Y. Chieng, D. |
| author_facet | Ng, B.K. Safi Uddin, Md. Malik Abusin, A.A.Y. Chieng, D. |
| author_sort | Ng, B.K. |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | Random Early Detection (RED) is widely deployed as a congestion control mechanism in the routers. However, RED is often limited by the difficulty of tuning its parameters under different congestion levels. Adaptive RED (ARED) addresses this problem by adaptively adjusting the aggressiveness of RED setting to keep the average queue size between minimum threshold (min(th)) and maximum threshold (max(th)). We have observed that the Additive Increase Multiplicative Decrease (AIMD) approach used in ARED can always maintain high link utilization but not effective enough in preventing high packet loss rates under heavy congestion. In this paper, we propose an adaptive version of RED which applies non-linear power function instead of linear AIMD approach to achieve better link utilization as well as minimizing the packet loss rates under various traffic load conditions. |
| first_indexed | 2025-11-14T18:06:23Z |
| format | Conference or Workshop Item |
| id | mmu-2404 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:06:23Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-24042011-08-22T03:03:56Z http://shdl.mmu.edu.my/2404/ POWARED for Non-Linear Adaptive RED Ng, B.K. Safi Uddin, Md. Malik Abusin, A.A.Y. Chieng, D. TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Random Early Detection (RED) is widely deployed as a congestion control mechanism in the routers. However, RED is often limited by the difficulty of tuning its parameters under different congestion levels. Adaptive RED (ARED) addresses this problem by adaptively adjusting the aggressiveness of RED setting to keep the average queue size between minimum threshold (min(th)) and maximum threshold (max(th)). We have observed that the Additive Increase Multiplicative Decrease (AIMD) approach used in ARED can always maintain high link utilization but not effective enough in preventing high packet loss rates under heavy congestion. In this paper, we propose an adaptive version of RED which applies non-linear power function instead of linear AIMD approach to achieve better link utilization as well as minimizing the packet loss rates under various traffic load conditions. 2005 Conference or Workshop Item NonPeerReviewed Ng, B.K. and Safi Uddin, Md. and Malik Abusin, A.A.Y. and Chieng, D. (2005) POWARED for Non-Linear Adaptive RED. In: 11th Asia-Pacific Conference on Communications . http://dx.doi.org/10.1109/APCC.2005.1554179 doi:10.1109/APCC.2005.1554179 doi:10.1109/APCC.2005.1554179 |
| spellingShingle | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television Ng, B.K. Safi Uddin, Md. Malik Abusin, A.A.Y. Chieng, D. POWARED for Non-Linear Adaptive RED |
| title | POWARED for Non-Linear Adaptive RED |
| title_full | POWARED for Non-Linear Adaptive RED |
| title_fullStr | POWARED for Non-Linear Adaptive RED |
| title_full_unstemmed | POWARED for Non-Linear Adaptive RED |
| title_short | POWARED for Non-Linear Adaptive RED |
| title_sort | powared for non-linear adaptive red |
| topic | TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television |
| url | http://shdl.mmu.edu.my/2404/ http://shdl.mmu.edu.my/2404/ http://shdl.mmu.edu.my/2404/ |