Reetinder Sidhu - Hardware Accelerated Big Data Processing
1,118 views · Published 18 July 2015 · 16:34 · Indexed 31 October 2026
Channel: Hasgeek TV · 2015 · Science & Technology
Use of FPGAs (Field Programmable Gate Arrays) for big data processing has recently started rising: Intel Buying [FPGA] Chipmaker Altera For $16.7 Billion (Forbes, 1-6-15) Microsoft Supercharges Bing Search with [FPGA] Programmable Chips (Wired, 6-16-14) Whats the big deal? Proposed talk aims to elucidate. Outline: Quick, intuitive, technical introduction to FPGAs and their key benefits over software for big data Computation structures that are useful for big data processing and can be efficiently implemented on FPGAs Pros/cons, challenges/opportunities in FPGA use for big data Concrete use-case of FPGA accelerated XML data processing using novel tree automata based compact implementation that is multiple times faster than a Xeon processor
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