Region streams: functional macroprogramming for sensor networks
DMSN '04 Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VLDB 2004
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
A spreadsheet approach to programming and managing sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
The regiment macroprogramming system
Proceedings of the 6th international conference on Information processing in sensor networks
A metadata-based architectural model for dynamically resilient systems
Proceedings of the 2007 ACM symposium on Applied computing
Information fusion for wireless sensor networks: Methods, models, and classifications
ACM Computing Surveys (CSUR)
Macroprogramming heterogeneous sensor networks using cosmos
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
Complex query processing in wireless sensor networks
Proceedings of the 2nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
A declarative sensornet architecture
ACM SIGBED Review - Special issue on the workshop on wireless sensor network architecture (April-2007)
The design and implementation of a declarative sensor network system
Proceedings of the 5th international conference on Embedded networked sensor systems
Programming models for sensor networks: A survey
ACM Transactions on Sensor Networks (TOSN)
Wishful search: interactive composition of data mashups
Proceedings of the 17th international conference on World Wide Web
The pothole patrol: using a mobile sensor network for road surface monitoring
Proceedings of the 6th international conference on Mobile systems, applications, and services
Wireless sensor networks supporting context-aware reasoning in assisted living
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Stream-based macro-programming of wireless sensor, actuator network applications with SOSNA
Proceedings of the 5th workshop on Data management for sensor networks
Flask: staged functional programming for sensor networks
Proceedings of the 13th ACM SIGPLAN international conference on Functional programming
MacroLab: a vector-based macroprogramming framework for cyber-physical systems
Proceedings of the 6th ACM conference on Embedded network sensor systems
NPC '08 Proceedings of the IFIP International Conference on Network and Parallel Computing
A Framework for Semantic Sensor Network Services
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
A Logic Programming Approach to Home Monitoring for Risk Prevention in Assisted Living
ICLP '08 Proceedings of the 24th International Conference on Logic Programming
Ambiance: A Mobile Agent Platform for End-User Programmable Ambient Systems
Proceedings of the 2007 conference on Advances in Ambient Intelligence
STFL: a spatio temporal filtering language with applications in assisted living
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Macrodebugging: global views of distributed program execution
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
A semantics-based middleware for utilizing heterogeneous sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
A modular and extensible macroprogramming compiler
Proceedings of the 2010 ICSE Workshop on Software Engineering for Sensor Network Applications
Toward distributed declarative control of networked cyber-physical systems
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Enabling knowledge extraction from low level sensor data
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
A native and adaptive approach for unified processing of linked streams and linked data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Ontologies for the internet of things
Proceedings of the 8th Middleware Doctoral Symposium
Data transformation and query management in personal health sensor networks
Journal of Network and Computer Applications
A distributed logic for networked cyber-physical systems
FSEN'11 Proceedings of the 4th IPM international conference on Fundamentals of Software Engineering
CONFab: component based optimization of WSN protocol stacks using deployment feedback
Proceedings of the 10th ACM international symposium on Mobility management and wireless access
A middleware framework for scalable management of linked streams
Web Semantics: Science, Services and Agents on the World Wide Web
SensorStream: a semantic real-time stream management system
International Journal of Ad Hoc and Ubiquitous Computing
SRBench: a streaming RDF/SPARQL benchmark
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Modelling correlations for body sensor network information
Proceedings of the 7th International Conference on Body Area Networks
Optimizing queries for web generated sensor data
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Semantic-based QoS management in cloud systems: Current status and future challenges
Future Generation Computer Systems
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We present a framework called Semantic Streams that allows users to pose declarative queries over semantic interpretations of sensor data. For example, instead of querying raw magnetometer data, the user queries whether vehicles are cars or trucks; the system decides which sensor data and which operations to use to infer the type of vehicle. The user can also place constraints on values such as the the amount of energy consumed or the confidence with which the vehicles are classified. We demonstrate how this system can be used on a network of video, magnetometer, and infrared break beam sensors deployed in a parking garage with three simultaneous and independent users.