RTT-based congestion control method and device combined with proportional-integral-derivative control

A proportional-integral-derivative and congestion control technology, applied in the field of data communication, which can solve the problems that the congestion control method cannot be deployed on a large scale, cannot handle large-scale incast, and relies on underlying network equipment, etc., to achieve easy large-scale deployment, ensure fast convergence, The effect of mitigating the shock of queue length

Active Publication Date: 2021-09-07
NANJING UNIV +1
View PDF4 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of the deficiencies of the above-mentioned prior art, the purpose of the present invention is to provide an RTT congestion control method that maintains stability and low delay, so as to solve the problem that the existing congestion control methods cannot be deployed on a large scale, cannot handle large-scale incasts, and rely on the underlying network Equipment and other issues; the present invention is a congestion control method based on RTT combined with proportional integral differential control implemented at the sending end. The whole process does not depend on the additional functions of the switch, and is still applicable to some network architectures without switches

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • RTT-based congestion control method and device combined with proportional-integral-derivative control
  • RTT-based congestion control method and device combined with proportional-integral-derivative control
  • RTT-based congestion control method and device combined with proportional-integral-derivative control

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0040] In order to facilitate the understanding of those skilled in the art, the present invention will be further described below in conjunction with the embodiments and accompanying drawings, and the contents mentioned in the embodiments are not intended to limit the present invention.

[0041] figure 1 It is an example diagram of an application scenario of the congestion control method of the present invention. N senders are connected to the same receiver through the same switch. The congestion control method described in the present invention is deployed on each sender. When the N senders send data to the receiver at the same time, the link from the switch to the receiver becomes a bottleneck link, and a congested queue appears on the switch. Under the action of the congestion control algorithm provided by the invention, a stable low-delay congestion queue can be maintained on the switch, and all flows can equally share the bandwidth of the bottleneck link. In order to ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a congestion control method and device based on RTT and combined with proportional-integral-derivative control, and the method comprises the steps that a sender judges whether RTT feedback timeout occurs or not, and measures the RTT time delay of a network path at the current moment; if RTT feedback is overtime, the sender actively decelerates; otherwise, according to whether the current RTT is within the tolerable queue oscillation range or not, different rate updating modes, including a method based on a fixed threshold value and a proportional integral differential control method, are employed to update the rate; and then the rate obtained by calculation is taken as the current target rate, and the time interval between the data packets is controlled so as to reach the target rate. According to the method, proportional integral differential control is carried out in a tolerable oscillation range, and RTT feedback timeout information is introduced, so the problems that large-scale incast cannot be processed and the queue oscillation range is uncontrollable in an existing congestion control method based on RTT are solved, and a stable and low-delay congestion queue is maintained.

Description

technical field [0001] The invention relates to the field of data communication, in particular to a method and equipment for controlling network congestion in a data center. Background technique [0002] With the development of hardware technology and the evolution of application requirements, data center networks have higher and higher requirements for microsecond-level ultra-low latency and high bandwidth. On the one hand, the development of hardware technology has made the underlying link bandwidth of the data center develop from the earliest 1Gbps to the current 100Gbps, and even has a 200Gbps link. High-speed links have given birth to a new data center architecture with resource decoupling. The high-speed network connects hardware resources such as CPU, GPU, memory, and disk, which facilitates the unified management and use of these hardware. On the other hand, with the emergence of new storage elements NVMe and new hardware such as GPUs and TPUs dedicated to machine ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/841H04L12/823H04L12/825H04L47/32
CPCH04L47/283H04L47/25H04L47/323
Inventor 金天成王晓亮陆桑璐段卫国王李明彭浩陈力林
Owner NANJING UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products