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A comparison on scalability for batch big data processing on Apache Spark and Apache Flink

Overview of attention for article published in Big Data Analytics, March 2017
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About this Attention Score

  • Average Attention Score compared to outputs of the same age

Mentioned by

twitter
1 tweeter
googleplus
1 Google+ user

Citations

dimensions_citation
25 Dimensions

Readers on

mendeley
83 Mendeley
citeulike
1 CiteULike
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Title
A comparison on scalability for batch big data processing on Apache Spark and Apache Flink
Published in
Big Data Analytics, March 2017
DOI 10.1186/s41044-016-0020-2
Authors

Diego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 83 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Colombia 1 1%
Unknown 82 99%

Demographic breakdown

Readers by professional status Count As %
Student > Master 28 34%
Student > Ph. D. Student 19 23%
Student > Bachelor 11 13%
Student > Doctoral Student 4 5%
Student > Postgraduate 3 4%
Other 4 5%
Unknown 14 17%
Readers by discipline Count As %
Computer Science 58 70%
Engineering 5 6%
Decision Sciences 1 1%
Social Sciences 1 1%
Biochemistry, Genetics and Molecular Biology 1 1%
Other 0 0%
Unknown 17 20%

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 18 December 2019.
All research outputs
#8,521,793
of 14,156,489 outputs
Outputs from Big Data Analytics
#15
of 32 outputs
Outputs of similar age
#148,209
of 276,693 outputs
Outputs of similar age from Big Data Analytics
#1
of 2 outputs
Altmetric has tracked 14,156,489 research outputs across all sources so far. This one is in the 37th percentile – i.e., 37% of other outputs scored the same or lower than it.
So far Altmetric has tracked 32 research outputs from this source. They receive a mean Attention Score of 3.5. This one scored the same or higher as 17 of them.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 276,693 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 42nd percentile – i.e., 42% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 2 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them