A demo paper : an analytic workflow framework for green campus
his paper proposes a multi-tenant workflow framework that allows users to create data analytic workflows whose tasks are efficiently scheduled and distributed in cloud computing environment. We provide a demo of an event room assignment (ERA) as a test application of the framework. The ERA dynamical...
| Main Authors: | , , , , |
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| Other Authors: | |
| Format: | Conference Paper |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/98280 http://hdl.handle.net/10220/12387 |
| _version_ | 1811690910146101248 |
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| author | Lee, Chonho Chaisiri, Sivadon Zoebir, Bong Chen, Changbing Lee, Bu-Sung |
| author2 | School of Computer Engineering |
| author_facet | School of Computer Engineering Lee, Chonho Chaisiri, Sivadon Zoebir, Bong Chen, Changbing Lee, Bu-Sung |
| author_sort | Lee, Chonho |
| collection | NTU |
| description | his paper proposes a multi-tenant workflow framework that allows users to create data analytic workflows whose tasks are efficiently scheduled and distributed in cloud computing environment. We provide a demo of an event room assignment (ERA) as a test application of the framework. The ERA dynamically and automatically assigns registered events (e.g., meetings, classes, conferences, etc.) to available rooms meeting the user requirements such as the event size, purpose, reservation period, etc. The assignment will lead to the energy efficiency with respect to the power usage (e.g., lighting, ventilation, devices, etc.), and the energy savings can be achieved without affecting people's comfort. We run the ERA with power consumption data (whose size is approximately 50GB) collected from each of over 200 rooms in a building at Dept. of Engineering, Tokyo University. Through the demonstration, we will show that the proposed framework accelerates the speed of data analysis by providing user-friendly workflow composition and parallel processing features utilizing cloud computing technologies. |
| first_indexed | 2024-10-01T06:11:30Z |
| format | Conference Paper |
| id | ntu-10356/98280 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:11:30Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/982802020-05-28T07:17:29Z A demo paper : an analytic workflow framework for green campus Lee, Chonho Chaisiri, Sivadon Zoebir, Bong Chen, Changbing Lee, Bu-Sung School of Computer Engineering IEEE International Conference on Parallel and Distributed Systems (18th : 2012 : Singapore) DRNTU::Engineering::Computer science and engineering his paper proposes a multi-tenant workflow framework that allows users to create data analytic workflows whose tasks are efficiently scheduled and distributed in cloud computing environment. We provide a demo of an event room assignment (ERA) as a test application of the framework. The ERA dynamically and automatically assigns registered events (e.g., meetings, classes, conferences, etc.) to available rooms meeting the user requirements such as the event size, purpose, reservation period, etc. The assignment will lead to the energy efficiency with respect to the power usage (e.g., lighting, ventilation, devices, etc.), and the energy savings can be achieved without affecting people's comfort. We run the ERA with power consumption data (whose size is approximately 50GB) collected from each of over 200 rooms in a building at Dept. of Engineering, Tokyo University. Through the demonstration, we will show that the proposed framework accelerates the speed of data analysis by providing user-friendly workflow composition and parallel processing features utilizing cloud computing technologies. 2013-07-26T06:25:48Z 2019-12-06T19:53:07Z 2013-07-26T06:25:48Z 2019-12-06T19:53:07Z 2012 2012 Conference Paper Lee, C., Chaisiri, S., Zoebir, B., Chen, C., & Lee, B.-S. (2012). A Demo Paper: An Analytic Workflow Framework for Green Campus. 2012 IEEE 18th International Conference on Parallel and Distributed Systems (ICPADS). https://hdl.handle.net/10356/98280 http://hdl.handle.net/10220/12387 10.1109/ICPADS.2012.139 en © 2012 IEEE. |
| spellingShingle | DRNTU::Engineering::Computer science and engineering Lee, Chonho Chaisiri, Sivadon Zoebir, Bong Chen, Changbing Lee, Bu-Sung A demo paper : an analytic workflow framework for green campus |
| title | A demo paper : an analytic workflow framework for green campus |
| title_full | A demo paper : an analytic workflow framework for green campus |
| title_fullStr | A demo paper : an analytic workflow framework for green campus |
| title_full_unstemmed | A demo paper : an analytic workflow framework for green campus |
| title_short | A demo paper : an analytic workflow framework for green campus |
| title_sort | demo paper an analytic workflow framework for green campus |
| topic | DRNTU::Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/98280 http://hdl.handle.net/10220/12387 |
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