Big Data Research ›› 2016, Vol. 2 ›› Issue (4): 3-12.doi: 10.11959/j.issn.2096-0271.2016037

• STUDY •     Next Articles

On the measurements of algorithms in big data era

Jialin ZHANG,Xiaoming SUN   

  1. Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100190,China
  • Online:2016-07-20 Published:2017-04-27
  • Supported by:
    The National Natural Science Foundation of China;The National Natural Science Foundation of China;The National Natural Science Foundation of China;The China National Program for Support of Top-notch Young Professionals

Abstract:

The ability to store and analyze big data is a crucial capability of a powerful country in the new century.The current research of big data contains weakness on common scientific questions,general methodology,and theoretical analysis of real-time algorithm.It started from three key features about big data:volume,variety,and velocity,and the measurement and simplification of time complexity,space complexity,and relationship complexity for big data were focused.

Key words: time complexity, space complexity, relationship complexity, data complexity

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