Table 7 Real-world publicly available datasets and its respective domains, along with the respective papers and total number of papers which used the datasets for performance evaluation

SensorScope

(GSB, LUCE, FishNet)

Environmental sensing

[35, 57, 58]

[38] (GSB and FishNet)

[48] (GSB and LUCE)

7

Intel Berkeley

Environmental sensing

[35, 36, 39, 48, 62, 63]

6

UCI machine learning repository water treatment plant dataset

Smart city

(wastewater treatment)

[46, 55]

2

Numenta anomaly benchmark

General

(streaming data)

[34]

1

Networked aquatic microbial observing system (NAMOS)

Environmental sensing

(marine environment)

[48]

1

TasMAN Sullivans Cove Marine

Environmental sensing

(marine environment)

[79]

1

MERLSense

Environmental sensing

[66]

1

Caltrans PeMS traffic monitoring

Smart city

(traffic flow monitoring)

[9]

1

PhysioNet

Healthcare

[7]

1