TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation

Mohamed A. Sharaf; Jonathan Beaver; Alexandros Labrinidis; Panos K. Chrysanthis

TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation

Mohamed A. Sharaf
, Jonathan Beaver
, Alexandros Labrinidis
, Panos K. Chrysanthis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper presents TiNA, a scheme for minimizing energy consumption in sensor networks by exploiting end-user tolerance to temporal coherency. TiNA utilizes temporal coherency tolerances to both reduce the amount of information transmitted by individual nodes (communication cost dominates power usage in sensor networks), and to improve quality of data when not all sensor readings can be propagated up the network within a given time constraint. TiNA was evaluated against a traditional in-network aggregation scheme with respect to power savings as well as the quality of data for aggregate queries. Preliminary results show that TiNA can reduce power consumption by up to 50% without any loss in the quality of data.

Original language	English
Title of host publication	Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003
Editors	S. Banerjee, M. Cherniack, A. Labrinids
Pages	69-76
Number of pages	8
Publication status	Published - 2003
Externally published	Yes
Event	Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003 - San Diego, CA, United States Duration: Sept 19 2003 → Sept 19 2003

Publication series

Name	Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003

Conference

Conference	Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003
Country/Territory	United States
City	San Diego, CA
Period	9/19/03 → 9/19/03

Keywords

Power-aware In-network Aggregation
Sensor Network

ASJC Scopus subject areas

Information Systems
Computer Networks and Communications

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

Sharaf, M. A., Beaver, J., Labrinidis, A., & Chrysanthis, P. K. (2003). TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation. In S. Banerjee, M. Cherniack, & A. Labrinids (Eds.), Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003 (pp. 69-76). (Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003).

TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation. / Sharaf, Mohamed A.; Beaver, Jonathan; Labrinidis, Alexandros et al.
Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003. ed. / S. Banerjee; M. Cherniack; A. Labrinids. 2003. p. 69-76 (Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sharaf, MA, Beaver, J, Labrinidis, A & Chrysanthis, PK 2003, TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation. in S Banerjee, M Cherniack & A Labrinids (eds), Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003. Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003, pp. 69-76, Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003, San Diego, CA, United States, 9/19/03.

Sharaf MA, Beaver J, Labrinidis A, Chrysanthis PK. TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation. In Banerjee S, Cherniack M, Labrinids A, editors, Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003. 2003. p. 69-76. (Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003).

Sharaf, Mohamed A. ; Beaver, Jonathan ; Labrinidis, Alexandros et al. / TiNA : A Scheme for Temporal Coherency-Aware in-Network Aggregation. Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDE 2003. editor / S. Banerjee ; M. Cherniack ; A. Labrinids. 2003. pp. 69-76 (Proceedings of the Third ACM International Workshop on Data Engineering for Wireless and Mobile Access: MobiDE 2003).

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title = "TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation",

abstract = "This paper presents TiNA, a scheme for minimizing energy consumption in sensor networks by exploiting end-user tolerance to temporal coherency. TiNA utilizes temporal coherency tolerances to both reduce the amount of information transmitted by individual nodes (communication cost dominates power usage in sensor networks), and to improve quality of data when not all sensor readings can be propagated up the network within a given time constraint. TiNA was evaluated against a traditional in-network aggregation scheme with respect to power savings as well as the quality of data for aggregate queries. Preliminary results show that TiNA can reduce power consumption by up to 50\% without any loss in the quality of data.",

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N2 - This paper presents TiNA, a scheme for minimizing energy consumption in sensor networks by exploiting end-user tolerance to temporal coherency. TiNA utilizes temporal coherency tolerances to both reduce the amount of information transmitted by individual nodes (communication cost dominates power usage in sensor networks), and to improve quality of data when not all sensor readings can be propagated up the network within a given time constraint. TiNA was evaluated against a traditional in-network aggregation scheme with respect to power savings as well as the quality of data for aggregate queries. Preliminary results show that TiNA can reduce power consumption by up to 50% without any loss in the quality of data.

AB - This paper presents TiNA, a scheme for minimizing energy consumption in sensor networks by exploiting end-user tolerance to temporal coherency. TiNA utilizes temporal coherency tolerances to both reduce the amount of information transmitted by individual nodes (communication cost dominates power usage in sensor networks), and to improve quality of data when not all sensor readings can be propagated up the network within a given time constraint. TiNA was evaluated against a traditional in-network aggregation scheme with respect to power savings as well as the quality of data for aggregate queries. Preliminary results show that TiNA can reduce power consumption by up to 50% without any loss in the quality of data.

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TiNA: A Scheme for Temporal Coherency-Aware in-Network Aggregation

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

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Cite this