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Adaptive mean queue size and its rate of change: queue management with random dropping
by
Karmeshu
, Bhatnagar, Shalabh
, Patel, Sanjeev
in
Adaptive algorithms
/ Artificial Intelligence
/ Business and Management
/ Computer Communication Networks
/ IT in Business
/ Management
/ Probability Theory and Stochastic Processes
/ Queues
/ Telecommunications systems
/ Thresholds
2017
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Adaptive mean queue size and its rate of change: queue management with random dropping
by
Karmeshu
, Bhatnagar, Shalabh
, Patel, Sanjeev
in
Adaptive algorithms
/ Artificial Intelligence
/ Business and Management
/ Computer Communication Networks
/ IT in Business
/ Management
/ Probability Theory and Stochastic Processes
/ Queues
/ Telecommunications systems
/ Thresholds
2017
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Do you wish to request the book?
Adaptive mean queue size and its rate of change: queue management with random dropping
by
Karmeshu
, Bhatnagar, Shalabh
, Patel, Sanjeev
in
Adaptive algorithms
/ Artificial Intelligence
/ Business and Management
/ Computer Communication Networks
/ IT in Business
/ Management
/ Probability Theory and Stochastic Processes
/ Queues
/ Telecommunications systems
/ Thresholds
2017
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Adaptive mean queue size and its rate of change: queue management with random dropping
Journal Article
Adaptive mean queue size and its rate of change: queue management with random dropping
2017
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Overview
The random early detection active queue management (AQM) scheme uses the average queue size to calculate the dropping probability in terms of minimum and maximum thresholds. The effect of heavy load enhances the frequency of crossing the maximum threshold value resulting in frequent dropping of the packets. An adaptive queue management with random dropping algorithm is proposed which incorporates information not just about the average queue size but also the rate of change of the same. Introducing an adaptively changing threshold level that falls in between lower and upper thresholds, our algorithm demonstrates that these additional features significantly improve the system performance in terms of throughput, average queue size, utilization and queuing delay in relation to the existing AQM algorithms.
Publisher
Springer US,Springer Nature B.V
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