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 machinelearning, scientific #computing, #signalprocessing, 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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