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Game-theoretic network bandwidth distribution for self-adaptive cameras

Nayak Seetanadi, Gautham LU ; Maggio, Martina LU ; Årzén, Karl-Erik LU orcid ; Almeida, Luis and Oliveira, Luis (2018) In ACM SIGBED Review 15(3). p.31-36
Abstract
Devices sharing a network compete for bandwidth, being able to transmit only a limited amount of data. This is for example the case with a network of cameras, that should record and transmit video streams to a monitor node for video surveillance. Adaptive cameras can reduce the quality of their video, thereby increasing the frame compression, to limit network congestion. In this paper, we exploit our experience with computing capacity allocation to design and implement a network bandwidth allocation strategy based on game theory, that accommodates multiple adaptive streams with convergence guarantees. We conduct some experiments with our implementation and discuss the results, together with some conclusions and future challenges.
Please use this url to cite or link to this publication:
author
; ; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
in
ACM SIGBED Review
volume
15
issue
3
pages
7 pages
publisher
Association for Computing Machinery (ACM)
external identifiers
  • scopus:85066914517
ISSN
1551-3688
DOI
10.1145/3267419.3267424
project
Feedback Computing in Cyber-Physical Systems
language
English
LU publication?
yes
id
e89a0630-3779-4bba-9aea-bfb82caef51f
date added to LUP
2019-06-19 14:41:48
date last changed
2022-03-25 20:42:39
@article{e89a0630-3779-4bba-9aea-bfb82caef51f,
  abstract     = {{Devices sharing a network compete for bandwidth, being able to transmit only a limited amount of data. This is for example the case with a network of cameras, that should record and transmit video streams to a monitor node for video surveillance. Adaptive cameras can reduce the quality of their video, thereby increasing the frame compression, to limit network congestion. In this paper, we exploit our experience with computing capacity allocation to design and implement a network bandwidth allocation strategy based on game theory, that accommodates multiple adaptive streams with convergence guarantees. We conduct some experiments with our implementation and discuss the results, together with some conclusions and future challenges.}},
  author       = {{Nayak Seetanadi, Gautham and Maggio, Martina and Årzén, Karl-Erik and Almeida, Luis and Oliveira, Luis}},
  issn         = {{1551-3688}},
  language     = {{eng}},
  number       = {{3}},
  pages        = {{31--36}},
  publisher    = {{Association for Computing Machinery (ACM)}},
  series       = {{ACM SIGBED Review}},
  title        = {{Game-theoretic network bandwidth distribution for self-adaptive cameras}},
  url          = {{http://dx.doi.org/10.1145/3267419.3267424}},
  doi          = {{10.1145/3267419.3267424}},
  volume       = {{15}},
  year         = {{2018}},
}