A message-oriented middleware for sensor networks
MPAC '04 Proceedings of the 2nd workshop on Middleware for pervasive and ad-hoc computing
Scoping in wireless sensor networks: a position paper
MPAC '04 Proceedings of the 2nd workshop on Middleware for pervasive and ad-hoc computing
Energy-balanced task allocation for collaborative processing in wireless sensor networks
Mobile Networks and Applications
Sentire: A Framework for Building Middleware for Sensor and Actuator Networks
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
A reconfigurable group management middleware service for wireless sensor networks
MPAC '05 Proceedings of the 3rd international workshop on Middleware for pervasive and ad-hoc computing
Sensor bean: a component platform for sensor-based services
MPAC '05 Proceedings of the 3rd international workshop on Middleware for pervasive and ad-hoc computing
Mires: a publish/subscribe middleware for sensor networks
Personal and Ubiquitous Computing
A survey of application distribution in wireless sensor networks
EURASIP Journal on Wireless Communications and Networking
Supporting concurrent applications in wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
A system for semantic data fusion in sensor networks
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Workflow support for wireless sensor and actor networks: a position paper
DMSN '07 Proceedings of the 4th workshop on Data management for sensor networks: in conjunction with 33rd International Conference on Very Large Data Bases
Analysing qos trade-offs in wireless sensor networks
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
An energy-aware and intelligent cluster-based event detection scheme in wireless sensor networks
International Journal of Sensor Networks
Quality-of-service trade-off analysis for wireless sensor networks
Performance Evaluation
A collaborative sensor network middleware for automated production systems
Computers and Industrial Engineering
A study on the replaceability of context-aware middleware
Proceedings of the First Asia-Pacific Symposium on Internetware
Congestion Control Framework for Ad-Hoc Wireless Networks
Wireless Personal Communications: An International Journal
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Intelligent service processing in common USN middleware
Artificial Intelligence Review
Wireless Networks
A survey on service-oriented middleware for wireless sensor networks
Service Oriented Computing and Applications
An autonomous intelligent gateway infrastructure for in-field processing in precision viticulture
Computers and Electronics in Agriculture
A framework for Resource-Aware Data Accumulation in sparse wireless sensor networks
Computer Communications
A service oriented reflective wireless middleware
ICSOC'06 Proceedings of the 4th international conference on Service-Oriented Computing
Programming paradigms for networked sensing: a distributed systems’ perspective
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
Issues of wireless sensor network management
ICESS'04 Proceedings of the First international conference on Embedded Software and Systems
Binding multiple applications on wireless sensor networks
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
AMORES: an architecture for mobiquitous resilient systems
Proceedings of the 1st European Workshop on AppRoaches to MObiquiTous Resilience
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Wireless sensor networks are being developed for a variety of applications. With the continuing advances in network and application design, appropriate middleware is needed to provide both standardized and portable system abstractions, and the capability to support and coordinate concurrent applications on sensor networks. In this article, we first identify several design principles for such middleware. These principles motivate a cluster-based lightweight middleware framework that separates application semantics from the underlying hardware, operating system, and network infrastructure. We propose a layered architecture for each cluster that consists of a cluster control layer and a resource management layer. Key design issues and related challenges within this framework that deserve further investigation are outlined. Finally, we discuss a technique for energy-efficient resource allocation in a single-hop cluster, which serves as a basic primitive for the development of the resource management layer.