TAG: a Tiny AGgregation service for Ad-Hoc sensor networks

Authors:
Samuel Madden;Michael J. Franklin;Joseph M. Hellerstein;Wei Hong
Affiliations:
UC Berkeley;UC Berkeley;UC Berkeley;Intel Research, Berkeley
Venue:
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
Year:
2002

Citing 23
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PERT: a new power-efficient real-time packet delivery scheme for sensor networks

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SENSTRAC: scalable querying of sensor networks from mobile platforms using tracking-style queries

International Journal of Sensor Networks
Events and streams: harnessing and unleashing their synergy!

Proceedings of the second international conference on Distributed event-based systems
Event-based constraints for sensornet programming

Proceedings of the second international conference on Distributed event-based systems
Energy-efficient data gathering algorithm in sensor networks with partial aggregation

International Journal of Sensor Networks
SStreaMWare: a service oriented middleware for heterogeneous sensor data management

Proceedings of the 5th international conference on Pervasive services
San Fermín: aggregating large data sets using a binomial swap forest

NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Defending wireless sensor networks from radio interference through channel adaptation

ACM Transactions on Sensor Networks (TOSN)
Aging analysis in large-scale wireless sensor networks

Ad Hoc Networks
Sink node mobility for ellipsoidal area coverage for efficient data collection in Wireless Sensor Networks

International Journal of Autonomous and Adaptive Communications Systems
Better tree - better fruits: using dominating set trees for MAX queries

Proceedings of the 5th workshop on Data management for sensor networks
POT: an efficient top-k monitoring method for spatially correlated sensor readings

Proceedings of the 5th workshop on Data management for sensor networks
Alternating multiple tributaries + deltas

Proceedings of the 5th workshop on Data management for sensor networks
Wide-scale data stream management

ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
AAMPL: accelerometer augmented mobile phone localization

Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments
Catch-up: a data aggregation scheme for vanets

Proceedings of the fifth ACM international workshop on VehiculAr Inter-NETworking
Virtual base station election for wireless sensor networks

NOTERE '08 Proceedings of the 8th international conference on New technologies in distributed systems
Efficient Time Triggered Query Processing in Wireless Sensor Networks

ICESS '07 Proceedings of the 3rd international conference on Embedded Software and Systems
Exploiting Spatio-temporal Correlations for Data Processing in Sensor Networks

GeoSensor Networks
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks

GeoSensor Networks
Data-Centric Visual Sensor Networks for 3D Sensing

GeoSensor Networks
Multi-root, Multi-Query Processing in Sensor Networks

DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
Optimal Rate Allocation for Rate-Constrained Applications in Wireless Sensor Networks

DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
SenQ: An Embedded Query System for Streaming Data in Heterogeneous Interactive Wireless Sensor Networks

DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
Scalable Ubiquitous Data Access in Clustered Sensor Networks

SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Discussing Redundancy Issues in Intelligent Agent-Based Non-traditional Grids

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Query Dissemination with Predictable Reachability and Energy Usage in Sensor Networks

ADHOC-NOW '08 Proceedings of the 7th international conference on Ad-hoc, Mobile and Wireless Networks
Sensor Queries: Algebraic Optimization for Time and Energy

International Journal of Distributed Sensor Networks
Optimizing lifetime for continuous data aggregation with precision guarantees in wireless sensor networks

IEEE/ACM Transactions on Networking (TON)
Functional reputation based reliable data aggregation and transmission for wireless sensor networks

Computer Communications
Scalable multi-dimensional range queries and routing in data-centric sensor networks

Proceedings of the 3rd international conference on Scalable information systems
Distributed image search in camera sensor networks

Proceedings of the 6th ACM conference on Embedded network sensor systems
MacroLab: a vector-based macroprogramming framework for cyber-physical systems

Proceedings of the 6th ACM conference on Embedded network sensor systems
Securely computing an approximate median in wireless sensor networks

Proceedings of the 4th international conference on Security and privacy in communication netowrks
Achieving long-term surveillance in VigilNet

ACM Transactions on Sensor Networks (TOSN)
Energy conservation in wireless sensor networks: A survey

Ad Hoc Networks
ATS-DA: Adaptive Timeout Scheduling for Data Aggregation in Wireless Sensor Networks

Information Networking. Towards Ubiquitous Networking and Services
TSD: Tiny Service Discovery

Information Networking. Towards Ubiquitous Networking and Services
A Fault-Tolerant Event Boundary Detection Algorithm in Sensor Networks

Information Networking. Towards Ubiquitous Networking and Services
Epidemiology and Wireless Communication: Tight Analogy or Loose Metaphor?

Bio-Inspired Computing and Communication
Retrieval of Spatial Join Pattern Instances from Sensor Networks

Geoinformatica
Underground coal mine monitoring with wireless sensor networks

ACM Transactions on Sensor Networks (TOSN)
Security model and framework for information aggregation in sensor networks

ACM Transactions on Sensor Networks (TOSN)
Agregação e predição de dados em rede com precisão ajustável no processamento de consultas em redes de sensores sem fio

SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
New join operator definitions for sensor network databases

AEE'07 Proceedings of the 6th conference on Applications of electrical engineering
Monitoring Flow Aggregates with Controllable Accuracy

MMNS '07 Proceedings of the 10th IFIP/IEEE International Conference on Management of Multimedia and Mobile Networks and Services: Real-Time Mobile Multimedia Services
Semantics and implementation of continuous sliding window queries over data streams

ACM Transactions on Database Systems (TODS)
MEMMU: Memory expansion for MMU-less embedded systems

ACM Transactions on Embedded Computing Systems (TECS)
Energy-based selective cluster-head rotation in wireless sensor networks

ICAIT '08 Proceedings of the 2008 International Conference on Advanced Infocomm Technology
Application-driven, energy-efficient communication in wireless sensor networks

Computer Communications
Data aggregation and routing in Wireless Sensor Networks: Optimal and heuristic algorithms

Computer Networks: The International Journal of Computer and Telecommunications Networking
Efficient and provably secure aggregation of encrypted data in wireless sensor networks

ACM Transactions on Sensor Networks (TOSN)
Location discovery for sensor networks with short range beacons

International Journal of Ad Hoc and Ubiquitous Computing
Semantic Sensor Net: an extensible framework

International Journal of Ad Hoc and Ubiquitous Computing
Decentralized real-time monitoring of network-wide aggregates

LADIS '08 Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware
Energy-Efficient Evaluation of Multiple Skyline Queries over a Wireless Sensor Network

DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Achieving Better Privacy Protection in Wireless Sensor Networks Using Trusted Computing

ISPEC '09 Proceedings of the 5th International Conference on Information Security Practice and Experience
Finding the K highest-ranked answers in a distributed network

Computer Networks: The International Journal of Computer and Telecommunications Networking
Supporting asynchronous update for distributed data cubes

Journal of Network and Computer Applications
An improved approximation algorithm for data aggregation in multi-hop wireless sensor networks

Proceedings of the 2nd ACM international workshop on Foundations of wireless ad hoc and sensor networking and computing
Energy efficient randomised communication in unknown AdHoc networks

Theoretical Computer Science
Localized monitoring of kNN queries in wireless sensor networks

The VLDB Journal — The International Journal on Very Large Data Bases
Probability model for data redundancy detection in sensor networks

Mobile Information Systems - Advances in Mobile Communications and Computing
An efficient node selection metric for in-network process deployment

Proceedings of the 4th Annual International Conference on Wireless Internet
SAMPL: a simple aggregation and message passing layer for sensor networks

Proceedings of the 4th Annual International Conference on Wireless Internet
Leakage-aware energy synchronization for wireless sensor networks

Proceedings of the 7th international conference on Mobile systems, applications, and services
Secure data aggregation in wireless sensor networks: A comprehensive overview

Computer Networks: The International Journal of Computer and Telecommunications Networking
Comprehensive Optimization of Declarative Sensor Network Queries

SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
HIPaG: An energy-efficient in-network join for distributed condition tables in sensor networks

Journal of Systems and Software
Adaptive In-Network Processing for Bandwidth and Energy Constrained Mission-Oriented Multi-hop Wireless Networks

DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Automated Assessment of Aggregate Query Imprecision in Dynamic Environments

DAIS '09 Proceedings of the 9th IFIP WG 6.1 International Conference on Distributed Applications and Interoperable Systems
Secure median computation in wireless sensor networks

Ad Hoc Networks
Fault Tolerant Evaluation of Continuous Selection Queries over Sensor Data

International Journal of Distributed Sensor Networks
Building Efficient Aggregation Trees for Sensor Network Event-Monitoring Queries

GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
FSort: external sorting on flash-based sensor devices

Proceedings of the Sixth International Workshop on Data Management for Sensor Networks
Message models and aggregation in knowledge based middleware for rich sensor systems

Proceedings of the Sixth International Workshop on Data Management for Sensor Networks
A combinatorial algorithm for the maximum lifetime data gathering with aggregation problem in sensor networks

Computer Communications
PEJA: progressive energy-efficient join processing for sensor networks

Journal of Computer Science and Technology
Dynamic Threshold Control-Based Adaptive Message Filtering in Mobile Sensor Networks

ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
Secure and highly-available aggregation queries in large-scale sensor networks via set sampling

IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Poster abstract: A distributed algorithm to compute spatial skyline in wireless sensor networks

IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Opportunistic flooding in low-duty-cycle wireless sensor networks with unreliable links

Proceedings of the 15th annual international conference on Mobile computing and networking
Dynamic Query Processing for P2P Data Services in the Cloud

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
An Approximation Algorithm for Optimizing Multiple Path Tracking Queries over Sensor Data Streams

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Implementing reliable event streams in large systems via distributed data flows and recursive delegation

Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Latency-constrained aggregation in sensor networks

ACM Transactions on Algorithms (TALG)
RACNet: a high-fidelity data center sensing network

Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Cross-Layer, Energy-Efficient Design for Supporting Continuous Queries in Wireless Sensor Networks: A Quorum-Based Approach

Wireless Personal Communications: An International Journal
An energy-efficient skyline query processing method using priority-based bottom-up filtering

Proceedings of the 2009 International Conference on Hybrid Information Technology
A semantic solution for data integration in mixed sensor networks

Computer Communications
On the lifetime of large scale sensor networks

Computer Communications
PAQ: persistent adaptive query middleware for dynamic environments

Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
A semantic approach for building pervasive spaces

Proceedings of the 6th Middleware Doctoral Symposium
An efficient scheme for data aggregation with star-graph hierarchical clustering structure in wireless sensor networks

IMSA '07 Proceedings of the Eleventh IASTED International Conference on Internet and Multimedia Systems and Applications
ASGrid: autonomic management of hybrid sensor grid systems and applications

International Journal of Sensor Networks
An analytical study of central and in-network data processing for wireless sensor networks

Information Processing Letters
Optimal stochastic policies for distributed data aggregation in wireless sensor networks

IEEE/ACM Transactions on Networking (TON)
Statistical structures for Internet-scale data management

The VLDB Journal — The International Journal on Very Large Data Bases
Data-aware top-k monitoring in wireless sensor networks

RWS'09 Proceedings of the 4th international conference on Radio and wireless symposium
An adaptive rendezvous data dissemination for irregular sensor networks with multiple sinks

Computer Communications
EDGES: Efficient data gathering in sensor networks using temporal and spatial correlations

Journal of Systems and Software
DEAMON: energy-efficient sensor monitoring

SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Online piece-wise linear approximation of numerical streams with precision guarantees

Proceedings of the VLDB Endowment
A wavelet transform for efficient consolidation of sensor relations with quality guarantees

Proceedings of the VLDB Endowment
Enabling ε-approximate querying in sensor networks

Proceedings of the VLDB Endowment
Modeling of extreme data in wireless sensor networks

WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Controlling performance trade-offs in adaptive network monitoring

IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Adaptive real-time monitoring for large-scale networked systems

IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Fast track article: On accurate and efficient statistical counting in sensor-based surveillance systems

Pervasive and Mobile Computing
Continuous monitoring of global events in sensor networks

International Journal of Sensor Networks
Historical data storage for large scale sensor networks

Proceedings of the 5th French-Speaking Conference on Mobility and Ubiquity Computing
Zeroing-in on network metric minima for sink location determination

Proceedings of the third ACM conference on Wireless network security
Dynamic multiroot, multiquery processing based on data sharing in sensor networks

ACM Transactions on Sensor Networks (TOSN)
RIDA: a robust information-driven data compression architecture for irregular wireless sensor networks

EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Providing service-oriented abstractions for the wireless sensor grid

GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Adaptive and decentralized operator placement for in-network query processing

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Beyond average: toward sophisticated sensing with queries

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Mobicast: just-in-time multicast for sensor networks under spatiotemporal constraints

IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Distributed facility location algorithms for flexible configuration of wireless sensor networks

DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Energy-efficient skyline queries over sensor network using mapped skyline filters

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Distributed, hierarchical clustering and summarization in sensor networks

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Continuous approximate window queries in wireless sensor networks

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
An energy and communication efficient group key in sensor networks using elliptic curve polynomial

ADHOC-NOW'07 Proceedings of the 6th international conference on Ad-hoc, mobile and wireless networks
Towards in-network data prediction in wireless sensor networks

Proceedings of the 2010 ACM Symposium on Applied Computing
Compact data format for advertising and discovery in ubiquitous networks

UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Spatial correlation code based data aggregation scheme for maximizing network lifetime

NBiS'07 Proceedings of the 1st international conference on Network-based information systems
The Tenet architecture for tiered sensor networks

ACM Transactions on Sensor Networks (TOSN)
Scriptable sensor network based home-automation

EUC'07 Proceedings of the 2007 conference on Emerging direction in embedded and ubiquitous computing
Middleware for reliable real-time sensor data management

DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing
Continuously maintaining sliding window skylines in a sensor network

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Evaluating MAX and MIN over sliding windows with various size using the exemplary sketch

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
A two round reporting approach to energy efficient interpolation of sensor fields

SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases
Interplay of processing and routing in aggregate query optimization for sensor networks

ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
Predictive modeling-based data collection in wireless sensor networks

EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Discovery of frequent distributed event patterns in sensor networks

EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Adaptive holistic scheduling for query processing in sensor networks

Journal of Parallel and Distributed Computing
Efficient skyline query processing in wireless sensor networks

Journal of Parallel and Distributed Computing
In-network data estimation for sensor-driven scientific applications

HiPC'08 Proceedings of the 15th international conference on High performance computing
Data aggregation in sensor networks: no more a slave to routing

Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Research on cost-efficient processing of continuous extreme queires

IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Simultaneous aggregate sum retrieval from multiple regions in sensor networks by distributed data cubes

International Journal of Wireless and Mobile Computing
Region extreme value query in sensor networks

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Provably secure framework for information aggregation in sensor networks

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Managing cohort movement of mobile sensors via GPS-free and compass-free node localization

Journal of Parallel and Distributed Computing
Everywhere sparse approximately optimal minimum energy data gathering and aggregation in sensor networks

ACM Transactions on Sensor Networks (TOSN)
TACO: tunable approximate computation of outliers in wireless sensor networks

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Algorithms for sensor and ad hoc networks: advanced lectures

Algorithms for sensor and ad hoc networks: advanced lectures
Data filtering and dynamic sensing for continuous monitoring in wireless sensor networks

International Journal of Autonomous and Adaptive Communications Systems
Multi agent Community to support information processing in Wireless Sensor Network applications

International Journal of Intelligent Information and Database Systems
Considering link qualities in fault-tolerant aggregation in wireless sensor networks

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Efficient data collection for wireless networks: delay and energy tradeoffs

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Efficient data aggregation in multi-hop WSNs

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
PAQ: persistent adaptive query middleware for dynamic environments

Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Using area hierarchy for multi-resolution storage and search in large wireless sensor networks

ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Secure encrypted-data aggregation for wireless sensor networks

Wireless Networks
Securing data aggregation against false data injection in wireless sensor networks

ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Bernoulli sampling based (ε, δ)-approximate aggregation in large-scale sensor networks

INFOCOM'10 Proceedings of the 29th conference on Information communications
CPS foundations

Proceedings of the 47th Design Automation Conference
Minimum-hot-spot query trees for wireless sensor networks

Proceedings of the Ninth ACM International Workshop on Data Engineering for Wireless and Mobile Access
Mobility changes everything in low-power wireless sensornets

HotOS'09 Proceedings of the 12th conference on Hot topics in operating systems
Network imprecision: a new consistency metric for scalable monitoring

OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Quanto: tracking energy in networked embedded systems

OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Joint identity-message coding

IEEE Journal on Selected Areas in Communications - Special issue on simple wireless sensor networking solutions
Quantifying resiliency and detection latency of intrusion detection structures

MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
PAO: power-efficient attribution of outliers in wireless sensor networks

Proceedings of the Seventh International Workshop on Data Management for Sensor Networks
Selecting tracking principals with epoch awareness

Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Decentralized querying of topological relations between regions without using localization

Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Linear programming approach for performance-driven data aggregation in networks of embedded sensors

Proceedings of the Conference on Design, Automation and Test in Europe
Efficient and distributed access control for sensor networks

Wireless Networks
Interconnecting Smart Objects with IP: The Next Internet

Interconnecting Smart Objects with IP: The Next Internet
Optimizing query processing in cache-aware wireless sensor networks

SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Effective processing of continuous group-by aggregate queries in sensor networks

Journal of Systems and Software
Event recognition via energy efficient voting for wireless sensor networks

ruSMART/NEW2AN'10 Proceedings of the Third conference on Smart Spaces and next generation wired, and 10th international conference on Wireless networking
Collection trees for event-monitoring queries

Information Systems
Optimized query routing trees for wireless sensor networks

Information Systems
SUSTAIN: an adaptive fault tolerance service for geographically overlapping wireless cyber-physical systems

Proceedings of the 9th International Workshop on Adaptive and Reflective Middleware
Tree-based overlay networks for scalable applications

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Honeybees: combining replication and evasion for mitigating base-station jamming in sensor networks

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Similarity-aware query processing in sensor networks

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
A security framework for privacy-preserving data aggregation in wireless sensor networks

ACM Transactions on Sensor Networks (TOSN)
In-network data acquisition and replication in mobile sensor networks

Distributed and Parallel Databases
SNEE: a query processor for wireless sensor networks

Distributed and Parallel Databases
Power efficiency through tuple ranking in wireless sensor network monitoring

Distributed and Parallel Databases
Protecting source location privacy in wireless sensor networks with data aggregation

UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Energy-efficient and high-accuracy secure data aggregation in wireless sensor networks

Computer Communications
Sensor abstractions for opportunistic activity and context recognition systems

EuroSSC'10 Proceedings of the 5th European conference on Smart sensing and context
Dynamic timeout for data aggregation in wireless sensor networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
Efficient and optimally secure in-network aggregation in wireless sensor networks

WISA'10 Proceedings of the 11th international conference on Information security applications
Aggregation convergecast scheduling in wireless sensor networks

Wireless Networks
Macro Programming a Spatial Computer with Bayesian Networks

ACM Transactions on Autonomous and Adaptive Systems (TAAS)
What dependability for networks of mobile sensor

HotDep'05 Proceedings of the First conference on Hot topics in system dependability
REBIVE: a reliable private data aggregation scheme for wireless sensor networks

Proceedings of the 2011 ACM Symposium on Applied Computing
Minimum perimeter coverage of query regions in a heterogeneous wireless sensor network

Information Sciences: an International Journal
Towards declarative query scoping in sensor networks

From active data management to event-based systems and more
Cost based in-network join strategy in tree routing sensor networks

Information Sciences: an International Journal
Sampling based algorithms for quantile computation in sensor networks

Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
PDA: Privacy-Preserving Data Aggregation for Information Collection

ACM Transactions on Sensor Networks (TOSN)
Optimizing in-network aggregate queries in wireless sensor networks for energy saving

Data & Knowledge Engineering
Detecting proximity events in sensor networks

Information Systems
A flexible architecture integrating monitoring and analytics for managing large-scale data centers

Proceedings of the 8th ACM international conference on Autonomic computing
In-situ MapReduce for log processing

USENIXATC'11 Proceedings of the 2011 USENIX conference on USENIX annual technical conference
Energy-aware data processing techniques for wireless sensor networks: a review

Transactions on large-scale data- and knowledge-centered systems III
Trusted data fusion by using cellular automata in wireless sensor networks

Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
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
Preserving privacy in wireless sensor networks using reliable data aggregation

ACM SIGAPP Applied Computing Review
Decentralized reasoning about gradual changes of topological relationships between continuously evolving regions

COSIT'11 Proceedings of the 10th international conference on Spatial information theory
Fault-tolerant data aggregation scheme for monitoring of critical events in grid based healthcare sensor networks

Proceedings of the 19th High Performance Computing Symposia
SciHadoop: array-based query processing in Hadoop

Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Maximum utility rate allocation for energy harvesting wireless sensor networks

Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Adaptive real-time query scheduling for wireless sensor networks

Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Secure and energy-efficient data aggregation with malicious aggregator identification in wireless sensor networks

ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
Accurate and precise aggregation counting

Journal of Computer and System Sciences
Energy-Efficient multi-query optimization over large-scale sensor networks

WASA'06 Proceedings of the First international conference on Wireless Algorithms, Systems, and Applications
Model-Aided data collecting for wireless sensor networks

HPCC'06 Proceedings of the Second international conference on High Performance Computing and Communications
Algorithm for the predictive hibernation of sensor systems

UCS'06 Proceedings of the Third international conference on Ubiquitous Computing Systems
A unified framework for decentralized reasoning about gradual changes in topological relations

Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Efficient in-network aggregation for wireless sensor networks with fine grain location-based cluster

Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Query-based data aggregation within WSN through Monte Carlo simulation

Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Processing multiple aggregation queries in geo-sensor networks

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Communication-Efficient implementation of range-joins in sensor networks

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Distributed modular toolbox for multi-modal context recognition

ARCS'06 Proceedings of the 19th international conference on Architecture of Computing Systems
SAQA: spatial and attribute based query aggregation in wireless sensor networks

EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
Towards in-situ data storage in sensor databases

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Unified semantics for event correlation over time and space in hybrid network environments

OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
Event broker grids with filtering, aggregation, and correlation for wireless sensor data

OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
When birds die: making population protocols fault-tolerant

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Stochastically consistent caching and dynamic duty cycling for erratic sensor sources

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Comparative analysis of push-pull query strategies for wireless sensor networks

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Using data aggregation to prevent traffic analysis in wireless sensor networks

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
GIST: group-independent spanning tree for data aggregation in dense sensor networks

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Contour approximation in sensor networks

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Network power scheduling for TinyOS applications

DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Stably computable properties of network graphs

DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Database-centric programming for wide-area sensor systems

DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Macro-programming wireless sensor networks using Kairos

DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Multi-query optimization for sensor networks

DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Using pre-aggregation for efficient spatial query processing in sensor environments

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
The omni macroprogramming environment for sensor networks

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Data sampling control and compression in sensor networks

MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
Population estimation for resource inventory applications over sensor networks

MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
Differentiated application independent data aggregation in wireless sensor networks

GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing
RBLS: a role based context storage scheme for sensornet

ICESS'05 Proceedings of the Second international conference on Embedded Software and Systems
Object tracking using durative events

EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
ETRI-QM: reward oriented query model for wireless sensor networks

EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Ubiquitous computing: challenges in flexible data aggregation

EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
FDSI-Tree: a fully distributed spatial index tree for efficient & power-aware range queries in sensor networks

SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
In-Network join processing for sensor networks

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Energy efficient design for window query processing in sensor networks

APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
Distributed similarity estimation using derived dimensions

The VLDB Journal — The International Journal on Very Large Data Bases
Systolic query processing for aggregation in sensor networks

UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Counting-based distance estimations and localizations in wireless sensor networks

ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
On using temporal consistency for parallel execution of real-time queries in wireless sensor systems

ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications
Finding the plateau in an aggregated time series

WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Efficient dynamic aggregation

DISC'06 Proceedings of the 20th international conference on Distributed Computing
Supporting generalized context interactions

SEM'04 Proceedings of the 4th international conference on Software Engineering and Middleware
TPSS: a time-based positioning scheme for sensor networks with short range beacons

ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
Probability based dynamic load-balancing tree algorithm for wireless sensor networks

ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
Effects of storage architecture on performance of sensor network queries

ICOIN'06 Proceedings of the 2006 international conference on Information Networking: advances in Data Communications and Wireless Networks
Communication-Efficient implementation of join in sensor networks

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
A distributed spatial index for time-efficient aggregation query processing in sensor networks

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Review: Real-time data management on wireless sensor networks: A survey

Journal of Network and Computer Applications
Extensions to stream processing architecture for supporting event processing

DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Model-Aided metadata management for wireless sensor networks

GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
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HotCloud'11 Proceedings of the 3rd USENIX conference on Hot topics in cloud computing
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ISAAC'06 Proceedings of the 17th international conference on Algorithms and Computation
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ESAS'06 Proceedings of the Third European conference on Security and Privacy in Ad-Hoc and Sensor Networks
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ICICS'09 Proceedings of the 11th international conference on Information and Communications Security
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DSOM'05 Proceedings of the 16th IFIP/IEEE Ambient Networks international conference on Distributed Systems: operations and Management
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W2GIS'05 Proceedings of the 5th international conference on Web and Wireless Geographical Information Systems
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EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
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EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Sift: a MAC protocol for event-driven wireless sensor networks

EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
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OPODIS'11 Proceedings of the 15th international conference on Principles of Distributed Systems
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Foundations and Trends in Databases
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ALGOSENSORS'11 Proceedings of the 7th international conference on Algorithms for Sensor Systems, Wireless Ad Hoc Networks and Autonomous Mobile Entities
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Wireless Networks
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PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
An efficient renewable energy management and sharing system for sustainable embedded devices

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ACM Transactions on Embedded Computing Systems (TECS)
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NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation
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ACM Transactions on Sensor Networks (TOSN)
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Proceedings of the 27th Annual ACM Symposium on Applied Computing
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The Journal of Supercomputing
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NordSec'10 Proceedings of the 15th Nordic conference on Information Security Technology for Applications
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NordSec'11 Proceedings of the 16th Nordic conference on Information Security Technology for Applications
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Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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IEEE/ACM Transactions on Networking (TON)
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IEEE/ACM Transactions on Networking (TON)
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International Journal of Web and Grid Services
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ACM Transactions on Sensor Networks (TOSN)
An algorithmic strategy for in-network distributed spatial analysis in wireless sensor networks

Journal of Parallel and Distributed Computing
A clustering-based approximation scheme for in-network aggregation over sensor networks

UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
A distributed clustering algorithm for fault-tolerant event region detection in wireless sensor networks

ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
Zone based data aggregation scheduling scheme for maximizing network lifetime

ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
An efficient data collection scheme through multi-path routing structures in wireless sensor networks

International Journal of Sensor Networks
Energy-efficient skyline query optimization in wireless sensor networks

Wireless Networks
An early-stopping protocol for computing aggregate functions in Sensor Networks

Journal of Parallel and Distributed Computing
An Internet Framework for Pervasive Sensor Computing

International Journal of Advanced Pervasive and Ubiquitous Computing
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Wireless Personal Communications: An International Journal
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International Journal of Wireless Networks and Broadband Technologies
Middleware for pervasive computing: A survey

Pervasive and Mobile Computing
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Computer Networks: The International Journal of Computer and Telecommunications Networking
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CATS '11 Proceedings of the Seventeenth Computing: The Australasian Theory Symposium - Volume 119
Lightweight authentication of linear algebraic queries on data streams

Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
On compressing data in wireless sensor networks for energy efficiency and real time delivery

Distributed and Parallel Databases
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Proceedings of the 28th Annual ACM Symposium on Applied Computing
Tight analysis of shortest path convergecast in wireless sensor networks

CATS 2011 Proceedings of the Seventeenth Computing on The Australasian Theory Symposium - Volume 119
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Proceedings of the first ACM workshop on Asia public-key cryptography
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Ad Hoc Networks
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ACM Transactions on Database Systems (TODS) - Invited papers issue
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ACM SIGAPP Applied Computing Review
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ACM Transactions on Sensor Networks (TOSN)
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ACM Transactions on Sensor Networks (TOSN)
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ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
In-network approximate computation of outliers with quality guarantees

Information Systems
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Geoinformatica
MC-MLAS: Multi-channel Minimum Latency Aggregation Scheduling in Wireless Sensor Networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
Supporting historic queries in sensor networks with flash storage

Information Systems
Bloom filter based processing algorithms for the multi-dimensional event query in wireless sensor networks

Journal of Network and Computer Applications
Efficient fault-tolerant collision-free data aggregation scheduling for wireless sensor networks

Journal of Parallel and Distributed Computing
Simulation framework for real-time database on WSNs

Journal of Network and Computer Applications
Delay Tolerant Payload Conditioning protocol

Computer Networks: The International Journal of Computer and Telecommunications Networking
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Computing
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Wireless Personal Communications: An International Journal
Aggregation and degradation in JetStream: streaming analytics in the wide area

NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation

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Abstract

We present the Tiny AGgregation (TAG) service for aggregation in low-power, distributed, wireless environments. TAG allows users to express simple, declarative queries and have them distributed and executed efficiently in networks of low-power, wireless sensors. We discuss various generic properties of aggregates, and show how those properties affect the performance of our in network approach. We include a performance study demonstrating the advantages of our approach over traditional centralized, out-of-network methods, and discuss a variety of optimizations for improving the performance and fault-tolerance of the basic solution.