C4.5: programs for machine learning
C4.5: programs for machine learning
System architecture directions for networked sensors
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Approximate Aggregation Techniques for Sensor Databases
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
The dynamic behavior of a data dissemination protocol for network programming at scale
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
A system for simulation, emulation, and deployment of heterogeneous sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Synopsis diffusion for robust aggregation in sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
A line in the sand: a wireless sensor network for target detection, classification, and tracking
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Military communications systems and technologies
Proceedings of the 3rd international conference on Embedded networked sensor systems
Sympathy for the sensor network debugger
Proceedings of the 3rd international conference on Embedded networked sensor systems
Marionette: using RPC for interactive development and debugging of wireless embedded networks
Proceedings of the 5th international conference on Information processing in sensor networks
VigilNet: An integrated sensor network system for energy-efficient surveillance
ACM Transactions on Sensor Networks (TOSN)
MoteLab: a wireless sensor network testbed
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Interference-aware fair rate control in wireless sensor networks
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Dynamic instrumentation of production systems
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Murphy loves potatoes: experiences from a pilot sensor network deployment in precision agriculture
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Fair waiting protocol: achieving isolation in wireless sensornets
Proceedings of the 5th international conference on Embedded networked sensor systems
Increasing the visibility of sensor networks with passive distributed assertions
Proceedings of the workshop on Real-world wireless sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
SRCP: Simple Remote Control for Perpetual High-Power Sensor Networks
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
Demo abstract: Sensornet checkpointing between simulated and deployed networks
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Surviving sensor network software faults
Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles
The case for a network protocol isolation layer
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
MoMi: model-based diagnosis middleware for sensor networks
Proceedings of the 4th International Workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks
Comparison of data-driven link estimation methods in low-power wireless networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Lifetime benefits through load balancing in homogeneous sensor networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Reliable data delivery in large-scale low-power sensor networks
ACM Transactions on Sensor Networks (TOSN)
KleeNet: discovering insidious interaction bugs in wireless sensor networks before deployment
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Routing without routes: the backpressure collection protocol
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Visibility levels: managing the trade off between visibility and resource consumption
REALWSN'10 Proceedings of the 4th international conference on Real-world wireless sensor networks
The impact of network topology on collection performance
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
Detailed diagnosis of performance anomalies in sensornets
Proceedings of the 6th Workshop on Hot Topics in Embedded Networked Sensors
Congestion mitigation using in-network sensor datasummarization
Proceedings of the 9th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Experiences from a decade of TinyOS development
OSDI'12 Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Broadcast-free collection protocol
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Failure detection in wireless sensor networks: A sequence-based dynamic approach
ACM Transactions on Sensor Networks (TOSN)
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This paper proposes a new sensornet protocol design goal: visibility. Visibility into behaviors at the network level will simplify debugging and ease the development process. We argue that increasing visibility is the responsibility of the network protocols themselves, and not solely the responsibility of existing debugging tools. We describe a quantitative visibility metric to evaluate and compare protocols, where visibility is defined as the energy cost of diagnosing the cause of a behavior in a protocol. The design and evaluation of Pull Collection Protocol, a novel multi-hop collection protocol, is an example of how to design for visibility without sacrificing throughput or node-level fairness. We also describe our optimizations for an existing protocol, Deluge, to increase its visibility and efficiency.