PlantES: A Plant Electrophysiological Multi-Source Data Online Analysis and Sharing Platform

PlantES: A Plant Electrophysiological Multi-Source Data Online Analysis and Sharing Platform

At present, plant electrophysiological data volumes and complexity are increasing rapidly. It causes the demand for efficient management of big data, data sharing among research groups, and fast analysis. In this paper, we proposed PlantES (Plant Electrophysiological Data Sharing), a distributed com...

Full description

Bibliographic Details
Main Authors:	Chao Song, Xiao-Huang Qin, Qiao Zhou, Zi-Yang Wang, Wei-He Liu, Jun Li, Lan Huang, Yang Chen, Guiliang Tang, Dong-Jie Zhao, Zhong-Yi Wang
Format:	Article
Language:	English
Published:	MDPI AG 2018-11-01
Series:	Applied Sciences
Subjects:	plant electrical signals online analysis parallelization Spark Hadoop web system
Online Access:	https://www.mdpi.com/2076-3417/8/11/2269

Similar Items

Implementing a Deep Learning Model for Intrusion Detection on Apache Spark Platform
by: Mohamed Haggag, et al.
Published: (2020-01-01)

Parallel and Distributed Implementation of Sine Cosine Algorithm on Apache Spark Platform
by: Mohammad Gh. Alfailakawi, et al.
Published: (2021-01-01)

Large-scale e-learning recommender system based on Spark and Hadoop
by: Karim Dahdouh, et al.
Published: (2019-01-01)

Spark-Based Parallel Genetic Algorithm for Simulating a Solution of Optimal Deployment of an Underwater Sensor Network
by: Peng Liu, et al.
Published: (2019-06-01)

Building a scalable distributed data platform using lambda architecture
by: Mehta, Dhananjay
Published: (2017)

Typhoon Quantitative Rainfall Prediction from Big Data Analytics by Using the Apache Hadoop Spark Parallel Computing Framework
by: Chih-Chiang Wei, et al.
Published: (2020-08-01)

ADS-HCSpark: A scalable HaplotypeCaller leveraging adaptive data segmentation to accelerate variant calling on Spark
by: Anghong Xiao, et al.
Published: (2019-02-01)

StreamAligner: a streaming based sequence aligner on Apache Spark
by: Sanjay Rathee, et al.
Published: (2018-02-01)

An Interface for Biomedical Big Data Processing on the Tianhe-2 Supercomputer
by: Xi Yang, et al.
Published: (2017-12-01)

New Primitives for Tackling Graph Problems and Their Applications in Parallel Computing
by: Zhong, Peilin
Published: (2021)

A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench
by: N. Ahmed, et al.
Published: (2020-12-01)

Using Big Data-machine learning models for diabetes prediction and flight delays analytics
by: Thérence Nibareke, et al.
Published: (2020-09-01)

Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark
by: Sanjay Rathee, et al.
Published: (2018-02-01)

Hadoop Oriented Smart Cities Architecture
by: Vlad Diaconita, et al.
Published: (2018-04-01)

Improving the throughput of novel cluster computing systems
by: Wu, Jiadong
Published: (2015)

Large Scale Implementations for Twitter Sentiment Classification
by: Andreas Kanavos, et al.
Published: (2017-03-01)

Spatiotemporal Aspects of Big Data
by: Karim Saadia, et al.
Published: (2018-12-01)

Big Data Management in Smart Grids: Technologies and Challenges
by: Ameema Zainab, et al.
Published: (2021-01-01)

Research on parallel data processing of data mining platform in the background of cloud computing
by: Bu Lingrui, et al.
Published: (2021-02-01)

CloudNotes: Annotation Management in Cloud-Based Platforms
by: Lu, Yue
Published: (2014)

Mr4Soil: A MapReduce-Based Framework Integrated with GIS for Soil Erosion Modelling
by: Zhigang Han, et al.
Published: (2019-02-01)

Hadoop vs. Spark: Impact on Performance of the Hammer Query Engine for Open Data Corpora
by: Mauro Pelucchi, et al.
Published: (2018-12-01)

Towards Disaster Resilient Smart Cities: Can Internet of Things and Big Data Analytics Be the Game Changers?
by: Syed Attique Shah, et al.
Published: (2019-01-01)

A survey on bandwidth-aware geo-distributed frameworks for big-data analytics
by: Mohammed Bergui, et al.
Published: (2021-02-01)

Big Data Analysis Using Apache Spark MLlib and Hadoop HDFS with Scala and Java
by: Hoger Khayrolla Omar, et al.
Published: (2019-05-01)

Hive, Spark, Presto for Interactive Queries on Big Data
by: Gureev, Nikita
Published: (2018)

A View on Fuzzy Systems for Big Data: Progress and Opportunities
by: Alberto Fernández, et al.
Published: (2016-04-01)

Processing Big Data in Main Memory and on GPU
by: Fathi Salmi, Meisam
Published: (2016)

Two-Level Fault Diagnosis of SF6 Electrical Equipment Based on Big Data Analysis
by: Hongxia Miao, et al.
Published: (2019-01-01)

Nouveaux algorithmes pour la détection de communautés disjointes et chevauchantes basés sur la propagation de labels et adaptés aux grands graphes
by: Attal, Jean-Philippe
Published: (2017)

Large-Scale Matrix Completion Using Orthogonal Rank-One Matrix Pursuit, Divide-Factor-Combine, and Apache Spark
Published: (2014)

An Efficient MapReduce-Based Parallel Processing Framework for User-Based Collaborative Filtering
by: Hanjo Jeong, et al.
Published: (2019-06-01)

Analysis and Experimental Study of HDFS Performance
by: Yordan Kalmukov, et al.
Published: (2021-05-01)

Enhancing approach for information security in Hadoop
by: Yogesh Awasthi
Published: (2020-03-01)

A Resource Aware Parallelized Back Propagation Neural Network in Enabling Efficient Large-Scale Digital Health Data Processing
by: Yang Liu, et al.
Published: (2019-01-01)

Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis †
by: Carlos Dafonte, et al.
Published: (2018-05-01)

一個基於記憶體內運算之多維度多顆粒度資料探勘之研究-以yahoo user profile為例
by: 林洸儂, et al.

Time Estimation and Resource Minimization Scheme for Apache Spark and Hadoop Big Data Systems With Failures
by: Jinbae Lee, et al.
Published: (2019-01-01)

An Improved Smith-Waterman Algorithm Based on Spark Parallelization
by: Yanfeng Liu, et al.
Published: (2019-03-01)

Apache Hadoop, platform for the collection, processing and analysis of large data sets
by: Mateusz Gil
Published: (2017-09-01)