NDLI: Online autogenerated congestion control for high-speed transfer over high BDP networks

Content Provider	IET Digital Library
Author	Li, Xiaohui Wang, Junfeng Liu, Lixiang
Abstract	With the exponential growth of network bandwidth and application requirements, the existing transmission control protocols have led to the issues of efficiency and applicability. In order to solve the network utility issues and accelerate the data delivery legitimately, the swift and self-learned transmission methods have attracted attention gradually due to its adaptability and predictability. In this research, we propose a high-speed transport protocol, called Hita, based on network performance learning framework to cope with high-speed transfer challenge over high bandwidth delay product networks. The key idea of Hita is to select preferable network performance metrics to reflect network property variability and build corresponding window control model. The proposed protocol, which adopts the online-learning methods, establishes the relation model between the transmission performance metrics and the corresponding congestion window. Afterwards, by determining the direction of window adjustment, the optimal sending window size can be predicted and approached quickly. Numerical results show that Hita can use the limited bandwidth more adequately. For simulation experiments, Hita achieves higher throughput while maintaining a lower packet delay comparing with other protocols. Moreover, Hita shows good performance in terms of intra-protocol fairness, friendliness and protocol stability. For real-world network experiments, Hita achieves more throughput than the other high-speed protocols as well.
Starting Page	2336
Ending Page	2344
Page Count	9
ISSN	17518628
Volume Number	11
e-ISSN	17518636
Issue Number	Issue 15, Oct (2017)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-com/11/15
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-com.2017.0008
Journal	IET Communications
Publisher Date	2017-08-07
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Bandwidth Delay Product Network Computer Communication Computer Network Computer Network And Technique Congestion Window Data Delivery High BDP Network High-speed Transfer High-speed Transport Protocol Hita Intra-protocol Fairness Knowledge Engineering Technique Learning in AI Network Bandwidth Exponential Growth Network Performance Learning Framework Network Performance Metrics Network Property Variability Network Utility Issues Online Autogenerated Congestion Control Online-learning Method Optimal Sending Window Size Packet Delay Protocol Protocol Stability Self-learned Transmission Method Telecommunication Congestion Control Transmission Control Protocol Transport Protocol Window Adjustment Window Control Model
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Computer Science Applications

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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