Data analysis service

Basic information

Marketing information

Description

Data analysis service or PARADOX Hadoop cluster consists of a single name node that runs the YARN resource manager, and three additional data nodes. The name node is hosted on a machine with 4-core Intel Xeon E3-1220v3 CPU running at 3.1 GHz, with 4 GB of RAM, and 500 GB of local hard disk storage. Each of the data nodes, which perform the computation and storage, are hosted on machines with 24-core Intel Xeon E5-2620 CPUs at 2.4 GHz, with 64 GB of RAM and 2 TB of storage. In total, the cluster provides access to 60 CPU cores, 180 GB of RAM and 5.3 TB of storage in HDFS.

In the analysis of very large datasets, the movement of data can present a far more severe bottleneck than the actual computation. Therefore, the PARADOX Hadoop cluster is designed to overlap computation and data storage operations, i.e., to enable performing of computation on the same machine(s) that store the corresponding data.

Tagline

Data exchange service for the scientific communities.

Logo

https://ni4os.ipb.ac.rs/img/DAS-Logo.jpg

logo

Classification information

Scientific domain

Natural Sciences Engineering & Technology

Scientific subdomain

Chemical Sciences Physical Sciences Biological Sciences Environmental Biotechnology Mathematics Other Natural Sciences Materials Engineering Chemical Engineering Computer & Information Sciences Environmental Engineering Industrial Biotechnology Nanotechnology Mechanical Engineering Earth & Related Environmental Sciences

Category

Data Analysis Compute

Subcategory

2D/3D Digitisation Job Execution Machine Learning Image/Data Analysis Forecast Data extrapolation Visualization Artificial Intelligence Workflows

Target users

Researchers

Access type

Virtual

Access mode

Peer reviewed

Tags

hadoop cluster big data

Management information

Geographical and language availability information

Geographical availability

Europe

Language availability

en

Resource location information

Resource geographic location

Serbia (RS)

Resource owner

First name

Dusan

Last name

Vudragovic

E-mail

dusan@ipb.ac.rs

Phone

+38163699621

Position

Assistant Professor

Organisation

Institute of Physics Belgrade

Maturity information

Technology readiness level

TRL9

version: 1.2.1