Big data course nus3/10/2023 ![]() This module will introduce students to the architecture, performance optimization and design of big data systems on various emerging high performance computing hardware including many-core processors and accelerators. The need for effectively utilizing computing resources creates new technologies and research directions: from conventional ones (e.g., cluster computing, in-memory computing), to more recent ones (e.g., GPGPU, many-core processors, and NVRAM). The opportunities and challenges from emerging big-data processing systems have been raised different scales, from a single machine to thousands of machines. ![]() Over the last few years there has been a renewed interest in the area of (big-data) systems on emerging hardware. Pre-Requisite: CS2100 Computer Organization and CS2102 Database Systems CS6284 Topics in Computer Science: Big Data Meets New Hardware Basic Information Instructor: Dr.
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