Search Results - (( using big data algorithm ) OR ( java application optimisation algorithm ))
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1
Study and Implementation of Data Mining in Urban Gardening
Published 2019“…The system is essentially a three-part development, utilising Android, Java Servlets, and Arduino platforms to create an optimised and automated urban-gardening system. …”
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2
An efficient parallel clustering algorithm on big data using Spark
Published 2022“…Here we are proposing a new parallel fuzzy clustering algorithm called "An efficient parallel clustering algorithm on big data using spark" which deals with real-time processing. …”
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3
A Theoretical Framework for Big Data Analytics Based on Computational Intelligent Algorithms with the Potential to Reduce Energy Consumption
Published 2019“…In this chapter, we present a theoretical study of energy issues related to applications of computational intelligent algorithms in big data analytics. This work highlights that big data analytics using computational intelligent algorithms generates a very high amount of energy, especially during the training phase. …”
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4
Big data clustering using grid computing and ant-based algorithm
Published 2013“…Big data has the power to dramatically change the way institutes and organizations use their data. …”
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Conference or Workshop Item -
5
A theoretical framework for big data analytics based on computational intelligent algorithms with the potential to reduce energy consumption
Published 2019“…In this chapter, we present a theoretical study of energy issues related to applications of computational intelligent algorithms in big data analytics. This work highlights that big data analytics using computational intelligent algorithms generates a very high amount of energy, especially during the training phase. …”
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Book Chapter -
6
Development of heuristic task scheduling algorithm in cloud computing
Published 2016“…It can be said that heuristics algorithms become the undeniable candidate for task scheduling big data analytics. …”
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Proceeding Paper -
7
Mapreduce algorithm for weather dataset
Published 2017“…This original dataset is stored in Hadoop Distributed File System. Next, MapReduce Algorithm is developed using Java programming. The algorithm is tested using small and big dataset. …”
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Thesis -
8
Two objectives big data task scheduling using swarm intelligence in cloud computing
Published 2016“…The proposed method is evaluated using CloudSim and big data applications are used as sample of applications. …”
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MapReduce algorithm for weather dataset
Published 2018“…This original dataset is stored in Hadoop Distributed File System. Next, MapReduce Algorithm is developed using Java programming. The algorithm is tested using small and big dataset. …”
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Research Report -
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A big data prediction framework for weather forecast using MapReduce algorithm
Published 2017“…This paper presents a big data analysis framework for weather dataset based on MapReduce Algorithm, and offers not only weather dataset analysis, but also various analytic capabilities on huge amounts of data. …”
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11
The Parallel Fuzzy C-Median Clustering Algorithm Using Spark for the Big Data
Published 2024“…Therefore, we develop a Parallel Fuzzy C-Median Clustering Algorithm Using Spark for Big Data that can handle large datasets while maintaining high accuracy and scalability. …”
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Optimisation model for scheduling MapReduce jobs in big data processing / Ibrahim Abaker Targio Hashem
Published 2017“…Big data offer a new paradigm shift in data exploration and utilization. …”
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Thesis -
13
Design and analysis of management platform based on financial big data
Published 2023“…In order to make financial big data generate business value and improve the information application level of financial management, aiming at the high error rate of current financial data classification system, this article adopts the fuzzy clustering algorithm to classify financial data automatically, and adopts the local outlier factor algorithm with neighborhood relation (NLOF) to detect abnormal data. …”
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14
Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm
Published 2016“…This project aims to build analytical Big Data prediction framework for weather temperature based on MapReduce algorithm.…”
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Conference or Workshop Item -
15
Optimal search algorithm in a big database using interpolation–extrapolation method
Published 2019“…Search using traditional binary-search algorithm can be accelerated by employing an interpolation search technique when the data is regularly distributed. …”
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16
MapReduce scheduling algorithms: a review
Published 2018“…Recent trends in big data have shown that the amount of data continues to increase at an exponential rate. …”
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Big Data Technique for the Weather Prediction using Hadoop MapReduce
Published 2020“…Several techniques are used to analysis meaningful information by use Big Data technologies. …”
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MapReduce scheduling algorithms: a review
Published 2020“…Recent trends in big data have shown that the amount of data continues to increase at an exponential rate. …”
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19
Big data storage for the modeling of historical time series solar irradiations
Published 2018“…The Big Data Analytics, which uses the advance statistical and computational tools for the handling of large data sets, has been adopted for modeling the 15 years of solar weather data. …”
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Book -
20
Big Data Mining Using K-Means and DBSCAN Clustering Techniques
Published 2022“…The World Wide Web industry generates big and complex data such as web server log files. …”
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