期刊文献+
共找到1篇文章
< 1 >
每页显示 20 50 100
Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data
1
作者 Ankit Kumar Neeraj Varshney +1 位作者 Surbhi Bhatiya Kamred Udham Singh 《Big Data Mining and Analytics》 EI CSCD 2023年第4期465-477,共13页
We live in an age where everything around us is being created.Data generation rates are so scary,creating pressure to implement costly and straightforward data storage and recovery processes.MapReduce model functional... We live in an age where everything around us is being created.Data generation rates are so scary,creating pressure to implement costly and straightforward data storage and recovery processes.MapReduce model functionality is used for creating a cluster parallel,distributed algorithm,and large datasets.The MapReduce strategy from Hadoop helps develop a community of non-commercial use to offer a new algorithm for resolving such problems for commercial applications as expected from this working algorithm with insights as a result of disproportionate or discriminatory Hadoop cluster results.Expected results are obtained in the work and the exam conducted under this job;many of them are scheduled to set schedules,match matrices’data positions,clustering before determining to click,and accurate mapping and internal reliability to be closed together to avoid running and execution times.Mapper output and proponents have been implemented,and the map has been used to reduce the function.The execution input key/value pair and output key/value pair have been set.This paper focuses on evaluating this technique for the efficient retrieval of large volumes of data.The technique allows for capabilities to inform a massive database of information,from storage and indexing techniques to the distribution of queries,scalability,and performance in heterogeneous environments.The results show that the proposed work reduces the data processing time by 30%. 展开更多
关键词 big data HADOOP MAPREDUCE resource allocation query management
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部