| With the advent of the digital era,Internet companies have accumulated a huge amount of data.As a tool that can effectively process data,the data middle platform has become the infrastructure for each Internet company to carry out digital transformation.However,how to evaluate the effectiveness of the construction and use of data middle platform is still a pressing issue for Internet companies.The data middle platform is a complex system that is difficult to evaluate directly.In this study,according to the characteristics of data middle platform itself,by studying and analyzing theses,literature and information about the data middle platform,we define the evaluation of data middle platform construction and use effectiveness as data middle platform effectiveness,and use hierarchical analysis to develop a data middle platform effectiveness index system.The index system contains 1 target layer and 3 criterion layers,and the criterion layer is divided into 4 primary indicators,13 secondary indicators,and 19 tertiary indicators.Following that,the weight values of each indicator in the index system were determined using the judgment matrix.Then a data center effectiveness evaluation model was constructed according to the fuzzy comprehensive evaluation method,and a lower,medium and higher three-level rubric set was established.Finally,a case study is conducted with the data center built by Y Internet Company,and by evaluating its data center effectiveness as medium,some improvement suggestions to improve the effectiveness are proposed in combination with the existing problems.This study constructs a quantitative evaluation system for the evaluation of data center effectiveness,which provides ideas in the field of data center effectiveness evaluation.At the same time,this study has a certain guiding effect on practice,and enterprises in digital transformation,especially Internet companies,can evaluate their data centers based on this study,find shortcomings and deficiencies,and make improvements. |
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