Advances, Systems and Applications
Table 1 Surveys and their properties
From: MapReduce scheduling algorithms in Hadoop: a systematic study
Reference | Year | Key Ideas | Systematic Survey | The process of selecting surveys | Advantages/ Disadvantages | Scheduling Metrics | Comparison Algorithms | Evaluation Techniques |
|---|---|---|---|---|---|---|---|---|
Ghazali et al. [23] | 2021 | A classification of Hadoop job schedulers based on performance optimization approaches | No | Is not clear | Considering | Considering | Not Considering | Considering |
Abdallat et al. [24] | 2019 | Hadoop MapReduce job scheduling algorithms survey and use cases | No | Is not clear | Not considering | Considering | Not Considering | Not Considering |
Hashem et al. [25] | 2018 | MapReduce scheduling algorithms: a review | No | Is not clear | Considering | Not considering | Not considering | Not considering |
Soualhia et al. [26] | 2017 | Task Scheduling in Big Data Platforms: A Systematic Literature Review | Yes | Is clear | Not considering | Not considering | Not considering | Not considering |
Khezr et al. [27] | 2017 | MapReduce and its applications, challenges, and architecture: a comprehensive review and directions for future research | No | Is not clear | Not considering | Not considering | Not considering | Not considering |
Senthilkumar et al. [28] | 2016 | A Survey on Job Scheduling in Big Data | No | Is not clear | Not considering | Not considering | Not considering | Not considering |
Hashem et al. [29] | 2016 | MapReduce: review and open challenges | No | Is clear | Not considering | Not considering | Not considering | Not considering |
Li et al. [30] | 2016 | MapReduce parallel programming model: a state-of-the-art survey | No | Is not clear | Not considering | Not considering | Not considering | Not considering |
Tiwari et al. [31] | 2015 | Classification Framework of MapReduce Scheduling Algorithms | No | Is not clear | Not considering | Not considering | Not considering | Not considering |
Polato et al. [32] | 2014 | A comprehensive view of Hadoop research—A systematic | Yes | Is clear | Not considering | Not considering | Not considering | Not considering |