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Tree-structured Overlays with Minimal Height: Construction, Maintenance and Operation

This repository contains the dataset used for the evaluation figures 5 and 6 in the paper "Tree-structured Overlays with Minimal Height: Construction, Maintenance and Operation" published at the 17th ACM International Conference on Distributed and Event-based Systems (DEBS 2023). We refer to the paper for a full explanation of the methodology used for generating the dataset.

Abstract

Distributed systems, potentially growing large and consisting of heterogeneous nodes, are advised to be constructed following the Peer-to-Peer (P2P) networking paradigm. It becomes imperative that a Peer-to-Peer (P2P) network is paired with efficient protocols for each phase of its life cycle: construction as well as maintenance and operation. Three operations are fundamental for a Peer-to-Peer (P2P) network: nodes must be able to a) join, b) be located, c) leave. The main challenge for efficient protocols is that a single node will only possess limited information about the network, also known as the local view. In this paper, we present the minimal height tree overlay network (MINHTON), a Peer-to-Peer (P2P) overlay architecture featuring several beneficial structural properties added over existing tree-structured networks. The minimal height guarantees a global tree balance, yet, it must be retained at all times, even though the Peer-to-Peer (P2P) network may change dynamically. MINHTON provides efficient protocols for node Join and Departure, both retaining a minimal height tree. We show that the operations achieve performance in logarithmic order, comparable to tree overlays with less strict structural guarantees.

Reading the dataset

The dataset is stored as a comma-separated values (CSV) file, using a comma (,) as a delimiter.

Citation

If you to cite the paper or this dataset for your research, please include the following reference in any resulting publication:

ACM Reference Format:

Patrick Laskowski, Peter Detzner, and Steffen Bondorf. 2023. Tree-structured Overlays with Minimal Height: Construction, Maintenance and Operation. In The 17th ACM International Conference on Distributed and Event-based Systems (DEBS ’23), June 27–30, 2023, Neuchatel, Switzerland. ACM, New York, NY, USA, 9 pages. https://doi.org/10.1145/3583678.3596894

BibTeX Citation:

@inproceedings{laskowskiTreestructuredOverlaysMinimal2023,
  author = {Laskowski, Patrick and Detzner, Peter and Bondorf, Steffen},
  title = {Tree-Structured Overlays with Minimal Height: Construction, Maintenance and Operation},
  booktitle = {The 17th ACM International Conference on Distributed and Event-based Systems},
  series = {DEBS '23},
  year = {2023},
  location = {Neuchatel, Switzerland},
  numpages = {9},
  url = {https://doi.org/10.1145/3583678.3596894},
  doi = {10.1145/3583678.3596894},
  acmid = {3596894},
  publisher = {ACM},
  address = {New York, NY, USA},
}

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