Pattern-oriented software architecture: a system of patterns
Pattern-oriented software architecture: a system of patterns
TOSSIM: accurate and scalable simulation of entire TinyOS applications
Proceedings of the 1st international conference on Embedded networked sensor systems
Mires: a publish/subscribe middleware for sensor networks
Personal and Ubiquitous Computing
Management and configuration issues for sensor networks
International Journal of Network Management
Adaptive design optimization of wireless sensor networks using genetic algorithms
Computer Networks: The International Journal of Computer and Telecommunications Networking
MARINE: MiddlewAre for resource and mission oriented sensor networks
Proceedings of the first ACM international workshop on Mission-oriented wireless sensor networking
MARINE: MiddlewAre for resource and mIssion-oriented sensor NEtworks
ACM SIGMOBILE Mobile Computing and Communications Review
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In the publish/subscribe (pub/sub) communication scheme in wireless sensor networks (WSNs), there exist inherent tradeoffs among conflicting objectives in event publication. To address this issue, this paper investigates pub- /sub middleware for WSNs, called TinyDDS. With its self-configuring event routing protocol, TinyDDS adaptively performs event publication according to dynamic network conditions and autonomously balances its performance among conflicting objectives. TinyDDS leverages an evolutionary multiobjective optimization mechanism to seek the optimal tradeoffs among objectives and adjust parameters in its event routing protocol. Simulation results validate the ability of TinyDDS to tune its event publication against dynamic network conditions. TinyDDS is implemented lightweight and efficient enough to run on resource-limited nodes.