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Differentiate between big data and traditional data

written 8.5 years ago by teamques10 ★ 68k

•   modified 4.6 years ago

big data analytics

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written 8.5 years ago by teamques10 ★ 68k

•   modified 8.5 years ago

Parameters	Traditional Data	Big Data
Volume	GB	Constantly Updated(TB or PB currently)
Generated Rate	Per hour, per day…	More rapid(almost every second)
Structure	Structured	Semi-structured and unstructured
Data Source	centralized	Fully distributed
Data Integration	easy	Difficult
Data Store	RDBMS	HDFS, NoSQL
Access	Interactive	Batch or near real time
Update Scenarios	Repeated read and write	Write Once, Repeated Read
Data Structure	Static Schema	Dynamic Schema
Scaling Potential	Non-linear	Somewhat close to Linear

                     Table : Traditional Data Vs Big Data

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