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Journal of Big Data

Table 1 Related work: summary

From: Time series big data: a survey on data stream frameworks, analysis and algorithms

References

Big Data

Stream Processing

Real-time

ML & DL

Forecasting

Anomaly Detection

Survey

Research article

No. of papers

[3]

X

X

X

   

X

 

1

[4]

X

X

X

    

X

1

[5, 6]

X

X

 

X

 

X

X

 

2

[7]

X

X

  

X

 

X

 

1

[8,9,10,11,12]

X

X

    

X

 

5

[13]

X

X

     

X

1

[14]

X

  

X

 

X

 

X

1

[15, 16]

X

  

X

  

X

 

2

[17]

X

    

X

X

 

1

[2, 18,19,20]

X

     

X

 

4

[21, 22]

 

X

X

X

 

X

 

X

2

[23, 24]

 

X

X

    

X

2

[25]

 

X

 

X

X

  

X

1

[26]

 

X

 

X

  

X

 

1

[27,28,29,30,31,32]

 

X

    

X

 

6

[33,34,35]

 

X

     

X

3

[36, 37]

  

X

X

 

X

 

X

2

[38]

   

X

X

X

 

X

1

[39,40,41,42,43,44]

   

X

X

 

X

 

4

[45,46,47,48,49,50,51,52,53]

   

X

X

  

X

9

[54,55,56,57]

   

X

 

X

X

 

4

[58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77]

   

X

 

X

 

X

20

No. of papers

19

26

8

45

12

33

31

43

74

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