Data Distillation at the Network's Edge: Exposing Programmable Logic with InLocus

Autor: Ezra Kissel, Martin Swany, Alexander Shroyer, Saurabh Agrawal, Naveen Marri, Catherine A. Pilachowski, Lucas R. B. Brasilino
Rok vydání: 2018
Předmět:
Zdroj: EDGE
DOI: 10.1109/edge.2018.00011
Popis: With proliferating sensor networks and Internet of Things-scale devices, networks are increasingly diverse and heterogeneous. To enable the most efficient use of network bandwidth with the lowest possible latency, we propose InLocus, a stream-oriented architecture situated at (or near) the network's edge which balances hardware-accelerated performance with the flexibility of asynchronous software-based control. In this paper we utilize a flexible platform (Xilinx Zynq SoC) to compare microbenchmarks of several InLocus implementations: naive JavaScript, Handwritten C, and High-Level Synthesis (HLS) in programmable hardware.
Databáze: OpenAIRE