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Advances, Systems and Applications

Table 9 Scheduling metrics in the reviwed algorithms

From: MapReduce scheduling algorithms in Hadoop: a systematic study

Reference

Meet deadline

Data locality

Makespan

Execution time

Completion time

Cost

Resource utilization

Response time

Throughput

Gao et al. [33]

     

 + 

  

Cheng et al. [34]

   

    

Kao et al. [35]

       

Verma et al. [36]

   

    

Phan et al. [37]

        

Kc et al. [38]

        

Teng et al. [39]

        

Wang et al. [40]

     

 + 

  

Dong et al. [41]

   

     

Verma et al. [42]

    

    

Jabbari et al. [43]

    

#

   

Shao et al. [44]

  

     

Lin et al. [45]

        

Chen et al. [46]

  

     

Tang et al. [47]

  

    

Verma et al. [48]

   

    

Polo et al. [49]

       

Kalia et al. [50]

 

 

    

*

Li et al. [51]

 

 

     

Fu et al. [52]

   

     

Gandomi et al. [53]

 

  

    

He et al. [54]

 

     

 

Ibrahim et al. [55]

 

     

 

Zhang et al. [56]

 

 

   

 

Zhang et al. [57]

 

 

     

Zaharia et al. [58]

 

     

*

Seethalakshmi et al. [59]

 

 

#

 + 

  

Tang et al. [60]

    

#

   

Vinutha et al. [61]

   

#

   

Javanmardi et al. [62]

     

#

   

Rashmi et al. [63]

    

#

   

Zacheilas et al. [64]

  

 

#

   

Palanisamy et al. [65]

     

#

 

 

Chen et al. [66]

     

#

   

Aarthee et al. [67]

      

 + 

  

JEYARAJ et al. [68]

  

   

 + 

  

Zhang et al. [69]

 

 

  

 + 

  

Rasooli et al. [70]

 

  

  

 

Polo et al. [71]

  

 

 

 + 

  

Sharma et al. [72]

    

 

 + 

  

Pastorelli et al. [73]

       

 

Tian et al. [74]

  

     

*

Ghoneem et al. [75]

 

  

    

Varalakshmi et al. [76]

  

      

Maleki et al. [77]

  

     

Maleki et al. [78]

         

Jiang et al. [79]

  

      

Verma et al. [80]

  

      

Yao et al. [81]

  

     

Zheng et al. [82]

  

     

Tang et al. [83]

  

      

Ghazali et al. [84]

 

 

     

Naik et al. [85]

 

       

Naik et al. [86]