The design and implementation of a log-structured file system
SOSP '91 Proceedings of the thirteenth ACM symposium on Operating systems principles
Query evaluation techniques for large databases
ACM Computing Surveys (CSUR)
A relational model of data for large shared data banks
Communications of the ACM
Towards Sensor Database Systems
MDM '01 Proceedings of the Second International Conference on Mobile Data Management
PicoDBMS: Scaling down database techniques for the smartcard
The VLDB Journal — The International Journal on Very Large Data Bases
A delay-tolerant network architecture for challenged internets
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Implementing software on resource-constrained mobile sensors: experiences with Impala and ZebraNet
Proceedings of the 2nd international conference on Mobile systems, applications, and services
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
ELF: an efficient log-structured flash file system for micro sensor nodes
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Algorithms and data structures for flash memories
ACM Computing Surveys (CSUR)
The Tenet architecture for tiered sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Capsule: an energy-optimized object storage system for memory-constrained sensor devices
Proceedings of the 4th international conference on Embedded networked sensor systems
FlashDB: dynamic self-tuning database for NAND flash
Proceedings of the 6th international conference on Information processing in sensor networks
A transactional flash file system for microcontrollers
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Microhash: an efficient index structure for fash-based sensor devices
FAST'05 Proceedings of the 4th conference on USENIX Conference on File and Storage Technologies - Volume 4
LUSTER: wireless sensor network for environmental research
Proceedings of the 5th international conference on Embedded networked sensor systems
Flush: a reliable bulk transport protocol for multihop wireless networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Tiny web services: design and implementation of interoperable and evolvable sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Enabling large-scale storage in sensor networks with the Coffee file system
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Lazy-Adaptive Tree: an optimized index structure for flash devices
Proceedings of the VLDB Endowment
Sensor networks for the sciences
Communications of the ACM
TinyEARS: spying on house appliances with audio sensor nodes
Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building
Private memoirs of a smart meter
Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building
Using simple light sensors to achieve smart daylight harvesting
Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building
The announcement layer: beacon coordination for the sensornet stack
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
Lossy links, low power, high throughput
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
HybridStore: an efficient data management system for hybrid flash-based sensor devices
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
Energy efficient body area networking based on off-the-shelf wireless sensors
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
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We make the case for a sensor network model in which each mote stores sensor data locally, and provides a database query interface to the data. Unlike TinyDB and Cougar, in which a sink node provides a database-like front end for filtering the current sensor values from a data collection network, we propose that each sensor device should run its own database system. We present Antelope, a database management system for resource-constrained sensors. Antelope provides a dynamic database system that enables run-time creation and deletion of databases and indexes. Antelope uses energy-efficient indexing techniques that significantly improve the performance of queries. The energy cost of a query that selects 100 tuples is less than the cost of a single packet transmission. Moving forward, we believe that database techniques will be increasingly important in many emerging applications.