NDLI: Data Quality and Energy Management Tradeoffs in Sensor Service Clouds

Content Provider	IEEE Xplore Digital Library
Author	Lawson, V. Ramaswamy, L.
Copyright Year	2015
Description	Author affiliation: Dept. of Comput. Sci., Univ. of Georgia, Athens, GA, USA (Ramaswamy, L.) \|\| Sch. of Sci. & Technol., Georgia Gwinnett Coll., Lawrenceville, GA, USA (Lawson, V.)
Abstract	Cloud-based sensor data collection services are becoming an essential part of the Internet of Things (IoT). As the consumer demand grows for these services, the data quality (DQ) of the stream becomes an increasingly vital issue. Of particular interest is the inherent tradeoff between the DQ and the energy consumption of the sensor. Unfortunately, there has been very little research on the management of this tradeoff that allows data consumers to receive high quality data while simultaneously conserving energy. Our work seeks to explore this tradeoff in detail by combining DQ services for the data stream consumer with customizable energy efficient "EE" throttling algorithms for the data feed producers. These energy management services provide cost reduction rewards for consumers who would otherwise make poor DQ/EE decisions. Our primary contributions include cloud-based services for monitoring the tradeoff, an architecture that adjusts to DQ needs and a producer/consumer data stream best matching cloud service. We envision that our services architecture will reward energy efficiency decisions and profoundly affect consumer choices.
Starting Page	749
Ending Page	752
File Size	275474
Page Count	4
File Format	PDF
e-ISBN	9781467372787
DOI	10.1109/BigDataCongress.2015.124
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-06-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wireless sensor networks Cloud service Clouds Conferences Computer architecture Big data Software Data quality Sensor network Feeds Energy management
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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