论文标题
有可能采用的粗略：基于素描的遥测可以为黄金时间做好准备吗？
Sketchy With a Chance of Adoption: Can Sketch-Based Telemetry Be Ready for Prime Time?
论文作者
论文摘要
素描算法或草图已成为传统基于数据包采样的网络遥测解决方案的有希望的替代方法。在很高的水平上，由于其资源效率高和准确性的保证，它们具有吸引力。尽管最近在素描方面的网络任务方面取得了重大进展，但仍未解决许多基本挑战，这可能是绊脚石的收养障碍。我们在本文中的贡献是在整个生态系统中确定和制定这些研究挑战，包括网络运营商，平台供应商/开发人员和算法设计师。我们希望这些是社区的必要填充物，以便更广泛地采用基于草图的遥测。
Sketching algorithms or sketches have emerged as a promising alternative to the traditional packet sampling-based network telemetry solutions. At a high level, they are attractive because of their high resource efficiency and accuracy guarantees. While there have been significant recent advances in various aspects of sketching for networking tasks, many fundamental challenges remain unsolved that are likely stumbling blocks for adoption. Our contribution in this paper is in identifying and formulating these research challenges across the ecosystem encompassing network operators, platform vendors/developers, and algorithm designers. We hope that these serve as a necessary fillip for the community to enable the broader adoption of sketch-based telemetry.
