Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm
Weather is the most critical for human in many aspects of life. The study and knowledge of how weather Temperature evolves over time in some location or country in the world can be beneficial for several purposes. processing, Collecting and storing of huge amounts of weather data is necessary for ac...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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IEEE
2016
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| Online Access: | http://umpir.ump.edu.my/id/eprint/17558/1/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm.pdf http://umpir.ump.edu.my/id/eprint/17558/2/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm%201.pdf |
| _version_ | 1825823714845917184 |
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| author | Khalid Adam, Ismail Hammad Jasni, Mohamad Zain Mazlina, Abdul Majid Noor Akma, Abu Bakar |
| author_facet | Khalid Adam, Ismail Hammad Jasni, Mohamad Zain Mazlina, Abdul Majid Noor Akma, Abu Bakar |
| author_sort | Khalid Adam, Ismail Hammad |
| collection | UMP |
| description | Weather is the most critical for human in many aspects of life. The study and knowledge of how weather Temperature evolves over time in some location or country in the world can be beneficial for several purposes. processing, Collecting and storing of huge amounts of weather data is necessary for accurate prediction of weather. Meteorological departments use different types of sensors such as temperature, humidity etc. to get the data. The sensors volume and velocity of data in each of the sensor make the data processing time consuming and complex. This project aims to build analytical Big Data prediction framework for weather temperature based on MapReduce algorithm. |
| first_indexed | 2024-03-06T12:15:15Z |
| format | Conference or Workshop Item |
| id | UMPir17558 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:15:15Z |
| publishDate | 2016 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir175582018-05-21T06:10:34Z http://umpir.ump.edu.my/id/eprint/17558/ Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm Khalid Adam, Ismail Hammad Jasni, Mohamad Zain Mazlina, Abdul Majid Noor Akma, Abu Bakar QA76 Computer software Weather is the most critical for human in many aspects of life. The study and knowledge of how weather Temperature evolves over time in some location or country in the world can be beneficial for several purposes. processing, Collecting and storing of huge amounts of weather data is necessary for accurate prediction of weather. Meteorological departments use different types of sensors such as temperature, humidity etc. to get the data. The sensors volume and velocity of data in each of the sensor make the data processing time consuming and complex. This project aims to build analytical Big Data prediction framework for weather temperature based on MapReduce algorithm. IEEE 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/17558/1/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/17558/2/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm%201.pdf Khalid Adam, Ismail Hammad and Jasni, Mohamad Zain and Mazlina, Abdul Majid and Noor Akma, Abu Bakar (2016) Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm. In: Conference on Open Systems (ICOS) , 10-12 October 2016 , Langkawi. pp. 13-17.. ISSN 24733660 ISBN 9781509026036 (Published) DOI: 10.1109/ICOS.2016.7881981 |
| spellingShingle | QA76 Computer software Khalid Adam, Ismail Hammad Jasni, Mohamad Zain Mazlina, Abdul Majid Noor Akma, Abu Bakar Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title | Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title_full | Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title_fullStr | Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title_full_unstemmed | Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title_short | Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm |
| title_sort | big data prediction framework for weather temperature based on mapreduce algorithm |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/17558/1/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm.pdf http://umpir.ump.edu.my/id/eprint/17558/2/Big%20Data%20Prediction%20Framework%20for%20Weather%20Temperature%20Based%20on%20MapReduce%20Algorithm%201.pdf |
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