应对线上数据分析的挑战

Alya Boumiza, Cole Lewis, A. Martin, Shilpi Bhattacharyya, Junwei Zhang, D. Katramatos, Meng Yue, Shinjae Yoo
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引用次数: 0

摘要

Brookhaven国家实验室的在线分析(AoW)项目的目标是在网络结构中执行通用计算,“在线上”,以支持早期决策制定。我们正在研究、开发和评估用于在线数据分析的硬件和软件机制以及中间件。我们进一步致力于解决在这种计算环境中遇到的几个复杂挑战,例如处理原始数据包数据、处理流性质的计算,以及通过利用任何加速手段消除性能瓶颈和延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Meeting the challenges of data analysis on the wire
The project of Analysis on the Wire (AoW) at Brookhaven National Laboratory has the goal of executing generic computations in the network fabric, "on the wire," to sup-port early decision making. We are research-ing, developing, and evaluating hardware and software mechanisms and middleware to be used for data analysis on the wire. We further pursue to address several complex challenges encountered in such a computing environ-ment, such as handling raw packet data, deal-ing with computations of a streaming nature, and eliminating performance-killing bottle-necks and delays by taking advantage of any means of acceleration.
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