NDLI: Cloud-based service for time series analysis and visualisation in Farm Management System

Content Provider	IEEE Xplore Digital Library
Author	Bojan, V.-C. Raducu, I.-G. Pop, F. Mocanu, M. Cristea, V.
Copyright Year	2015
Description	Author affiliation: Comput. Sci. Dept., Univ. Politeh. of Bucharest, Bucharest, Romania (Bojan, V.-C.; Raducu, I.-G.; Pop, F.; Mocanu, M.; Cristea, V.)
Abstract	Nowadays, the use of Internet of Things (IoT) makes more and more devices be capable of producing large amount of data over a short period of time. Sensors started to be used more often which makes them become one of the main sources of structured data that is measured every minute for dozens of environmental parameters, as well as one of the main problems faced by the systems that store, process and analyze this large amount of information. Using IoT there were implemented solutions which imply monitoring different types of environments. Smart cities analyze the measured values for specific parameters to optimize the life quality of the population, smart farms process the data reported by sensors to make an efficient use of resources and traffic applications rely on the collected data from the drivers' smartphones to avoid traffic congestion. This paper describes a solution for large scale time series visualization, offering a generic architecture that can be used in any system that works with structured data and shows how this architecture can be used in a certain system like Smart farms. We present a Cloud-based solution for time series data gathering, the workflow of visualization services and the integration with Farm History and Farm Analytics applications. The performance evaluation of proposed services proves that the solution makes an efficient analysis of data, using both raw data and statistics, depending on the type of visualization.
Starting Page	425
Ending Page	432
File Size	276559
Page Count	8
File Format	PDF
e-ISBN	9781467382007
DOI	10.1109/ICCP.2015.7312697
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-09-03
Publisher Place	Romania
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Cloud Computing Data Visualisation Time series analysis Workflows Data visualization Time Series Analysis Time measurement History Intelligent sensors Monitoring Farm Management System
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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