[Takuya Akiba] High-response Algorithmic Foundations for Interactive Exploration on Big Complex Data (Presto was withdrawn)

Research Director

Takuya Akiba

Takuya Akiba

National Institute of Informatics, Principles of Informatics Research Division, Research Organization of Information and Systems
Research Assistant Professor

Outline

We will tackle the algorithmic technical barriers for future interactive big data exploration systems. In particular, we focus on interactive analysis and decision making systems for complex data such as graphs and high-dimensional data. When handling large data under interactive settings, even linear-time algorithms are not sufficiently fast. Therefore, we develop scalable algorithms for indexing and sampling, which enable interactive detection and extraction of valuable information from large data.

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  • PRESTO
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  • ERATO
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  • ACCEL
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  • RISTEX
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