Building an IoT framework for connected dairy

Proceedings - 2015 IEEE 1st International Conference on Big Data Computing Service and Applications, BigDataService 2015

Volumn , Issue , 2015, Pages 275-285

  Ilapakurti, Anitha ^a   Vuppalapati, Chandrasekar ^b  

^a Hanumayamma Innovations and Technologies Inc   (United States)

^b SAN JOSE STATE UNIVERSITY   (United States)

Author keywords

Android; BLE; Bluetooth Low Energy; CEP; Complex Event Processing; Dairy; Decision Tree; Heat Stress; Internet Of Things; iOS; IoT; IoT reference architecture; Machine Learning; Memory Data Cube; Regression Analysis; Sensor Tag; streaming analytics

Indexed keywords

AGRICULTURE; ARTIFICIAL INTELLIGENCE; BIG DATA; DAIRIES; DAIRY PRODUCTS; DECISION TREES; INTERNET; INVESTMENTS; LEARNING SYSTEMS; PROFITABILITY; REGRESSION ANALYSIS; THERMAL STRESS; TREES (MATHEMATICS);

ANDROID; BLUETOOTH LOW ENERGIES (BTLE); COMPLEX EVENT PROCESSING; DATA CUBE; HEAT STRESS; REFERENCE ARCHITECTURE; SENSOR TAG;

INTERNET OF THINGS;

EID: 84959465490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigDataService.2015.39     Document Type: Conference Paper

References (18)

1. Ian Ohnstad, "Managing Heat Stress in Dairy Cows", [Online], Available: http://www.nadis.org.uk/bulletins/managing-heat-stress-in-dairy-cows.aspx
2. Dave Warner, "Keeping cows cool critical to dairy industry as climate warms", [Online], Available: http://www.pennlive.com/midstate/index.ssf/2013/04/keeping-cows-coo l-critical-to.html
3. Juliano Calil, Alexander Silvester, Katharina Stelzl, Christopher WisselTyson, "The Effect of Climate Change on the Production Costs of the Dairy Industry in the United States", [Online], Available: http://www.bren.ucsb.edu/research/2012Group-Projects/documents/got milk-report.pdf
4. Jeffrey F. Keown and Richard J. Grant, "How to Reduce Heat Stress in Dairy Cattle", October 1993, [Online], Available: http://extension.missouri.edu/p/G3620
5. Legates JE1, Farthing BR, Casady RB, Barrada MS., "Body temperature and respiratory rate of lactating dairy cattle under field and chamber conditions. ", 1991 Aug;74(8):2491-500, [Online], Available: http://www.ncbi.nlm.nih.gov/pubmed/1918528
6. Jon Marcus, "How Cows Are Becoming Smart Connected Products", June 2014, [Online], Available: http://www.forbes.com/sites/ptc/2014/06/18/how-cows-are-becoming-smart-connected-products/
7. Abi Grogan," Internal smart pill to save the dairy industry $10bn", June 18, 2014, [Online], Available: http://eandt.theiet.org/news/2014/jun/vital-herd-smart-pill.cfm
8. Gartner, "Gartner Says the Internet of Things Installed Base Will Grow to 26 Billion Units By 2020", December 12, 2013, [Online], Available: http://www.gartner.com/newsroom/id/2636073
9. IBM, "Internet of Things", http://www-01.ibm.com/software/info/internet-of-things/
10. Michael E. Porter and James E. Heppelmann, "How Smart, Connected Products Are Transforming Competition", Harvard Business Review, November 2014 Issue, Available: https://hbr.org/2014/11/how-smart-connected-products-are-transforming-competition
11. Beecham Research, "M2M/IoT Sector Map", [Online], Available: http://www.beechamresearch.com/article.aspx?id=4, Accessed: 01//05/2015
12. Apple Developer Page, "About Core Bluetooth", [Online], Accesed: 12/27/2014, Available: https://developer.apple.com/library/ios/documentation/NetworkingIntern etWeb/Conceptual/CoreBluetooth-concepts/AboutCoreBluetooth/Introd uction.html#//apple-ref/doc/uid/TP40013257-CH1-SW1
13. TI Sensor Tag, Accessed 12/25/2014, [Online], Available: http://processors.wiki.ti.com/index.php/Simplelink-SensorTag
14. Wikipedia, "Bluetooth low energy", [Online], Accessed: 12/28/2014, Available: http://en.wikipedia.org/wiki/Bluetooth-low-energy
15. Apple Developer Page, "About Core Bluetooth", [Online], Accesed: 12/27/2014, Available: https://developer.apple.com/library/ios/documentation/NetworkingIntern etWeb/Conceptual/CoreBluetooth-concepts/AboutCoreBluetooth/Introd uction.html#//apple-ref/doc/uid/TP40013257-CH1-SW1
16. Google Developer Page, "Bluetooth Low Energy", [Online], Accessed: 12/27/2014, Available: https://developer.android.com/guide/topics/connectivity/bluetooth-le.html
17. Jiawei Han, Micheline Kamber and Jian Pei, Data Mining: Concepts and Techniques, Morgan Kaufmann; 3 edition (July 6, 2011)
18. Anand Rajaraman and Jeffrey David Ullman, Mining of Massive Datasets, Cambridge University Press (December 30, 2011)