Table 1 Workload prediction techniques

Statistical

ARIMA

[31, 127]

√

Fixed

[57]

√

Fixed

GFM

[94]

√

Fixed

HMM

[101]

√

co-clustering

Fixed

Bays Model

[54]

√

√

Owin=1/2 Pwin

Multi-Way Data Analysis

[99]

√

FCM

√

Fixed

Hybrid

AR Model, ESM, WNN, DWNN

[35]

√

Owin=2 Pwin

ECNN and LR

[85]

√

Fixed

Ensemble Model based FNN

[39]

√

FCM/subtractive

Fixed

Static and adaptive Winner Filter

[44]

√

k-means

Fixed/overlapped

ML

SVM, NN, and LR

[7]

√

Fixed

GA to optimize Elman NN

[179]

√

Kernal FCM

Fixed/overlapped

NN and Fuzzy expert

[144]

√

Fixed

ELM

[89]

√

k-mean

√

Fixed/overlapped

Multivariate ELM

[90]

√

FCM

√

Fixed