Big Data Mining & Machine Learning

Author: www.big-data.tips

MAFIA Algorithm Maximal Frequent Itemset Algorithm Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Analysis

MAFIA Algorithm

MAFIA stands for maximal frequent itemset algorithm and is a relatively new mining algorithm for big data initially published around 2005. It is an algorithm for mining maximal frequent itemsets in transaction datasets. The...

Full Virtualization Virtual Machine Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Analytics

Full Virtualization

Full virtualization is a popular virtualization technique that is used in big data Centers. It follows the Approach to leave the guest operating system that runs within a virtual machine of a hypervisor unchanged....

Paravirtualization Virtualization Virtual Machine Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Analytics

Paravirtualization

Paravirtualization is a popular virtualization technique that is used in big data centers that support cloud computing offerings. In this technique the physical underlying hardware environment of the virtual infrastructure is not simulated. But...

Data Service Center Data Center User Services Operations Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

General Data

Data Service Center

Data service center have numerous operational tasks to satisfy data center user demands when working with big data. It is important to make users happy by providing high quality services with low cost to...

Data Center Design Centre Construction Interconnection Network Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

General Data

Data Center Design

Data center design typically follows a key principle called ‘economics of scale’ that fits very well with the ever increasing amount of big data that needs to be stored. ‘Economics of scale’ means the...

GPU Computing Graphics Processing Unit Massive Parallelism Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Analytics

GPU Computing

GPU computing is very often used in large computer clusters in order to enable scalable and parallel computing of applications. A basic introduction about GPUs can be found in our article GPU. This article...

CUDA Programming Compute Unified Device Architecture NVIDEA GPU Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Tool

Big Data Tools

CUDA Programming

CUDA programming refers to the way of developing a program for the Compute Unified Device Architecture that is the computing engine in NVIDEA GPUs. CUDA has been used in many applications to accelerate computing...

GPU Acceleration Graphics Processing Unit Accelerator Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Regression Tool

Big Data Analytics

GPU Acceleration

GPU acceleration means that GPUs accelerate computing due to a massive parallelism with thousands of threads compared to only a few threads used by conventional CPUs. A basic introduction about GPUs can be found...