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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Main Authors:	Khalid Adam, Ismail Hammad, Jasni, Mohamad Zain, Mazlina, Abdul Majid, Noor Akma, Abu Bakar
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2016
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/17558/ http://umpir.ump.edu.my/id/eprint/17558/ 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

id	ump-17558
recordtype	eprints
spelling	ump-175582018-05-21T06:10:34Z 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 DOI: 10.1109/ICOS.2016.7881981
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA76 Computer software
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
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.
format	Conference or Workshop Item
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
title	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_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_sort	big data prediction framework for weather temperature based on mapreduce algorithm
publisher	IEEE
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/17558/ http://umpir.ump.edu.my/id/eprint/17558/ 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
first_indexed	2023-09-18T22:24:20Z
last_indexed	2023-09-18T22:24:20Z
_version_	1777415865115869184

Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm

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