7 March 2016 All-IP-Ethernet architecture for real-time sensor-fusion processing
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Abstract
Serendipter is a device that distinguishes and selects very rare particles and cells from huge amount of population. We are currently designing and constructing information processing system for a Serendipter. The information processing system for Serendipter is a kind of sensor-fusion system but with much more difficulties: To fulfill these requirements, we adopt All IP based architecture: All IP-Ethernet based data processing system consists of (1) sensor/detector directly output data as IP-Ethernet packet stream, (2) single Ethernet/TCP/IP streams by a L2 100Gbps Ethernet switch, (3) An FPGA board with 100Gbps Ethernet I/F connected to the switch and a Xeon based server. Circuits in the FPGA include 100Gbps Ethernet MAC, buffers and preprocessing, and real-time Deep learning circuits using multi-layer neural networks. Proposed All-IP architecture solves existing problem to construct large-scale sensor-fusion systems.
Conference Presentation
© (2016) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Kei Hiraki, Kei Hiraki, Mary Inaba, Mary Inaba, Hiroshi Tezuka, Hiroshi Tezuka, Hisanobu Tomari, Hisanobu Tomari, Kenichi Koizumi, Kenichi Koizumi, Shuya Kondo, Shuya Kondo, } "All-IP-Ethernet architecture for real-time sensor-fusion processing", Proc. SPIE 9720, High-Speed Biomedical Imaging and Spectroscopy: Toward Big Data Instrumentation and Management, 97200D (7 March 2016); doi: 10.1117/12.2212016; https://doi.org/10.1117/12.2212016
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