Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces

Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces

Performance degradation on broker side and the subsequent possible failure is an important issue in smart spaces. One of the reasons for this problem is the increase in the number of requests to the broker beyond what it can handle. The broker can have own management tools to solve such problematic...

Full description

Bibliographic Details
Main Author: Andrey Vdovenko
Format: Article
Language:English
Published: FRUCT 2018-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
smart spaces
iot
active control
backoff
Online Access:https://fruct.org/publications/abstract22/files/Vdo.pdf
id doaj-40d89452ed8b4e30904722fa83b27d62
record_format Article
spelling doaj-40d89452ed8b4e30904722fa83b27d622020-11-25T00:13:14ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372018-05-0142622397400Active Control with Backoff Algorithm for Reducing Broker Load in Smart SpacesAndrey Vdovenko0Petrozavodsk State University (PetrSU), Petrozavodsk, RussiaPerformance degradation on broker side and the subsequent possible failure is an important issue in smart spaces. One of the reasons for this problem is the increase in the number of requests to the broker beyond what it can handle. The broker can have own management tools to solve such problematic situations. More often, it is more difficult to implement relevant approaches to broker itself. Our suggestion is to implement additional mechanism on agents sides to reduce fault events. The mechanism is to add a timeout to the persistent request, the value of which is selected based on the current system state. For timeout determining we suggest active control with adaptive strategy and improve it by adding backoff algorithm.https://fruct.org/publications/abstract22/files/Vdo.pdfsmart spacesiotactive controlbackoff
collection DOAJ
language English
format Article
sources DOAJ
author Andrey Vdovenko
spellingShingle Andrey Vdovenko
Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
Proceedings of the XXth Conference of Open Innovations Association FRUCT
smart spaces
iot
active control
backoff
author_facet Andrey Vdovenko
author_sort Andrey Vdovenko
title Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
title_short Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
title_full Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
title_fullStr Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
title_full_unstemmed Active Control with Backoff Algorithm for Reducing Broker Load in Smart Spaces
title_sort active control with backoff algorithm for reducing broker load in smart spaces
publisher FRUCT
series Proceedings of the XXth Conference of Open Innovations Association FRUCT
issn 2305-7254
2343-0737
publishDate 2018-05-01
description Performance degradation on broker side and the subsequent possible failure is an important issue in smart spaces. One of the reasons for this problem is the increase in the number of requests to the broker beyond what it can handle. The broker can have own management tools to solve such problematic situations. More often, it is more difficult to implement relevant approaches to broker itself. Our suggestion is to implement additional mechanism on agents sides to reduce fault events. The mechanism is to add a timeout to the persistent request, the value of which is selected based on the current system state. For timeout determining we suggest active control with adaptive strategy and improve it by adding backoff algorithm.
topic smart spaces
iot
active control
backoff
url https://fruct.org/publications/abstract22/files/Vdo.pdf
work_keys_str_mv AT andreyvdovenko activecontrolwithbackoffalgorithmforreducingbrokerloadinsmartspaces
_version_ 1725395600950689792

Similar Items