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Table 1 Our notations in our algorithm

From: Gapprox: using Gallup approach for approximation in Big Data processing

Symbol

Description

BS

Block Size

UBS

Upper bound of Block Size

LBS

Lower bound of Block Size

PT

Processing time

PPT

Preferred processing time

PT(B i )

Processing time of i-th block

DV

Data variety

IDS

Input data size

PEB

Preferred error bound

EB

Error bound

PD

Processed data

SBSA

Suitable block size for approximation

EVar

Expected variance

Var srs

Variance of simple random sample