Big Data Algorithm

Big data is data of wide range that it does not fit in the main memory of a single machine, and the need to process big data by organised algorithms arises in machine learning, scientific computing, signal processing, Internet search, network traffic monitoring and some other areas. Data must be processed with advanced tools (analytics and algorithms) to make meaningful information.

  • Data Stream Algorithms
  • Randomized Algorithms for Matrices and Data
  • Algorithmic Techniques for Big Data Analysis
  • Models of Computation for Massive Data
  • The Modern Algorithmic Toolbox

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