NDLI: A Distributed Topic-Based Pub/Sub Method for Exhaust Data Streams towards Scalable Event-Driven Systems

Content Provider	IEEE Xplore Digital Library
Author	Banno, R. Takeuchi, S. Takemoto, M. Kawano, T. Kambayashi, T. Matsuo, M.
Copyright Year	2014
Description	Author affiliation: NTT Network Innovation Labs., NTT Corp., Tokyo, Japan (Banno, R.; Takeuchi, S.; Takemoto, M.; Kawano, T.; Kambayashi, T.; Matsuo, M.)
Abstract	Distributed pub/sub messaging has become indispensable for event-driven systems. There are methods for achieving high scalability regarding topic-based pub/sub by using structured overlay networks. However, these methods waste network resources concerning "exhaust data," which have low or no value most of the time. There are at least two problems: each publisher node continues to forward data to a relay node even if there are no subscribers, and multicast trees are constructed which are excessively large for low value data, namely having a small number of subscribers. In this paper, we formulate the requirements of overlay networks by defining a property called "strong relay-free" as an expansion of relay-free property, and propose a practical method satisfying the property by using Skip Graph. The proposed method involves publishers and subscribers composing connected sub graphs to enable detecting the absence of subscribers and autonomously adjusting the tree size. Through simulation experiments, we confirmed that the proposed method can suspend publishing adaptively, and shorten the path length on multicast trees by more than 75% under an experimental condition with 100,000 nodes. The proposed method is competent for decentralized event-driven systems with encouraging the locally produced data to be consumed locally.
Sponsorship	IEEE Comput. Soc.
Starting Page	311
Ending Page	320
File Size	1236559
Page Count	10
File Format	PDF
ISBN	9781479935758
ISSN	07303157
DOI	10.1109/COMPSAC.2014.44
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-07-21
Publisher Place	Sweden
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Overlay networks Data models Internet Vectors Scalability Publishing Sensors IoT distributed pub/sub overlay networks Skip Graph relay-free exhaust data
Content Type	Text
Resource Type	Article
Subject	Computer Science Applications Software

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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
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