JOURNAL ARTICLE

Resource-Awareness in Context Data Distribution for Mobile Environments

Abstract

Context-aware scenarios require the distribution of large amounts of context data over fixed wireless infrastructures. The opportunistic usage of mobile nodes as data carriers has received a great deal of interests in recent years in order to increase system scalability. In this paper, we focus on the overhead introduced by context distribution on mobile devices, and we highlight the need of resource-aware solutions to trade off run-time overhead with available resources. Next, we propose a novel algorithm to dynamically adapt data distribution task processing load at mobile devices. Our experimental results, obtained using a real testbed, demonstrate that our approach ensures correct resource management under a wide range of different working conditions.

Keywords:
Computer science Testbed Overhead (engineering) Scalability Context (archaeology) Distributed computing Resource (disambiguation) Mobile computing Task (project management) Resource management (computing) Mobile device Resource allocation Wireless Computer network Real-time computing Database World Wide Web Telecommunications Operating system Engineering

Metrics

3
Cited By
0.51
FWCI (Field Weighted Citation Impact)
11
Refs
0.67
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Context-Aware Activity Recognition Systems
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
IoT Networks and Protocols
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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