Performance optimization of MapReduce-based Apriori algorithm on Hadoop cluster

S Singh, R Garg, PK Mishra - Computers & Electrical Engineering, 2018 - Elsevier
Many techniques have been proposed to implement the Apriori algorithm on MapReduce
framework but only a few have focused on performance improvement. FPC (Fixed Passes …

Review of apriori based frequent itemset mining solutions on big data

MJS Fard, PA Namin - 2020 6th International Conference on …, 2020 - ieeexplore.ieee.org
The data being generated today is massive in terms of volume, velocity, and variety. It is a
great challenge to derive knowledge from data in this condition. Researchers, therefore …

Parallel processing of frequent itemset based on MapReduce programming model

RA Deshmukh, HN Bharathi… - 2019 5th International …, 2019 - ieeexplore.ieee.org
Searching frequent itemset in large size diverse database is one of the most important data
mining problem and as existing algorithms are insufficient in mechanism that enables …

[PDF][PDF] Improved FTWeightedHashT apriori algorithm for Big Data using Hadoop-MapReduce model

SM Ammar, FM Ba-Alwi - J Adv Math Comput Sci, 2018 - researchgate.net
The most significant problem of data mining is the frequent itemset mining on big datasets.
The bestknown basic algorithm for frequent mining itemset is Apriori. Due to the drawbacks …

[PDF][PDF] The Experimental Study of Performance Impairment of Big Data Processing in Dynamic and Opportunistic Environments.

W Li, WW Guo - J. Commun., 2020 - researchgate.net
In contrast to HPC clusters, when big data is processing in a distributed, particularly dynamic
and opportunistic environment, the overall performance must be impaired and even …

[HTML][HTML] The optimization strategies on clarification of the misconceptions of big data processing in dynamic and opportunistic environments

W Li, M Tang - Big Data and Cognitive Computing, 2021 - mdpi.com
This paper identifies four common misconceptions about the scalability of volunteer
computing on big data problems. The misconceptions are then clarified by analyzing the …

Smart, Biocompatible Polymersomes for Targeted Delivery of Therapeutic Agents to Cancerous Tumors

TA Marzijarani - 2017 - search.proquest.com
Chemotherapeutics are the major treatment options for cancer. Although we cannot
underestimate the importance of the chemotherapeutic drugs, their systemic toxicity is an …

[HTML][HTML] Retracted: A survey on big data processing: techniques, issues and challenges

K Kumari, M Mrunalini - Journal of Fundamental and Applied Sciences, 2018 - ajol.info
<b>Retracted:</b> A survey on big data processing: techniques, issues and challenges | Journal
of Fundamental and Applied Sciences Main Navigation Main Content Sidebar Register Login …

[PDF][PDF] Scalable Multi-Tenant Data Warehouse for Mining and Analysing Educational Data

S Ghosh - 2017 - researchgate.net
Interface for tenants (institutes) Scalable EXTRACT-TRANSFORM-LOAD (ETL) processes
OLAP queries processed in an efficient and scalable manner To study perform analysis on …

[CITA][C] Performance improvement of mapreduce through enhancement in hadoop block placement algorithm

V Kumar, H Gupta - Int J Comput Sci Mob Comput, 2017