Maté: a tiny virtual machine for sensor networks
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
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
Sensor Information Networking Architecture
ICPP '00 Proceedings of the 2000 International Workshop on Parallel Processing
Hood: a neighborhood abstraction for sensor networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
A Web Services Environment for Internet-Scale Sensor Computing
SCC '04 Proceedings of the 2004 IEEE International Conference on Services Computing
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
Design and implementation of a framework for efficient and programmable sensor networks
Proceedings of the 1st international conference on Mobile systems, applications and services
EESR '05 Proceedings of the 2005 workshop on End-to-end, sense-and-respond systems, applications and services
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
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
IrisNet: An Architecture for a Worldwide Sensor Web
IEEE Pervasive Computing
Tiny web services: design and implementation of interoperable and evolvable sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Infrastructure for Data Processing in Large-Scale Interconnected Sensor Networks
MDM '07 Proceedings of the 2007 International Conference on Mobile Data Management
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
Event detection services using data service middleware in distributed sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Macro-programming wireless sensor networks using Kairos
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
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We propose a data management approach for configuring, storing, processing and flowing data in a heterogeneous system formed by wired plus wireless sensor networks. A stream processing abstraction allows small wireless sensor nodes to store and process the data locally and to route processed data to consumer streams elsewhere on-demand. This best models streaming data, and instead of collecting sensor data for processing in a sink node, we create small stream engines in individual sensors, with data stored either in memory or flash. Storing and operating on sensor nodes also saves energy, instead of having to send the data on-the-air. The approach, called Sensor Streams or TinyStreams, offers ease of configuration, flexibility and data transmission energy savings, by keeping data locally in a stream database until necessary.