Collaborative Research: CNS Core: Medium: FROOT: Future-Proof, Trustworthy Telemetry on Heterogeneous Networks

合作研究：CNS 核心：媒介：FROOT：异构网络上面向未来、值得信赖的遥测

• 批准号: 2106745
• 负责人: Srinivasan Seshan
• 金额: $ 25万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2021
• 资助国家: 美国
• 起止时间: 2021-10-01 至 2024-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2106745&HistoricalAwards=false
• 关键词: Collaborative; Research; CNS; Core; Medium

With the growth of the Internet and its importance in supporting the US economy, business, health, education and other services, it is critical to ensure both high performance and high availability of the networks underlying it. Increasingly, such networks include a heterogeneous set of network switches and other devices which must be monitored and controlled in a coordinated manner. Emerging networked applications, such as cloud gaming or cloud streamed augmented reality, are expected to further stress both control systems and network monitoring by requiring real-time response to rapid changes in traffic workloads. This project aims to address the needs of future network control by enabling a network telemetry infrastructure that can provide timely, accurate, and trusted information about ongoing activities in the networkThis project proposes FROOT, a future-proof, trustworthy telemetry infrastructure for networks of heterogeneous programmable devices (e.g., programmable switch, SmartNIC, CPU, and DPU). The project takes an interdisciplinary approach spanning algorithms, systems, and security to inform the design and implementation of next generation telemetry systems through the following: (1) universal sketch-based algorithmic design and implementation for current and new measurement tasks and network devices; (2) novel network-wide resource optimization for handling network dynamics; and (3) trustworthy sketch deployment into heterogeneous devices to obtain critical telemetry information. The researchers also plan to deploy their network telemetry system at Mass Open Cloud testbed, an open public cloud project led by Boston University and other institutions in Massachusetts. The project will result in the development of open-source tools, algorithms, and prototype implementations that will reduce the time to deploy sketch-based telemetry in real-world scenarios.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

随着互联网的发展及其在支持美国经济、商业、卫生、教育和其他服务方面的重要性，确保其基础网络的高性能和高可用性至关重要。这种网络越来越多地包括一组异构的网络交换机和其他设备，这些设备必须以协调的方式进行监视和控制。新兴的网络应用，如云游戏或云流增强现实，由于需要实时响应流量负载的快速变化，预计将进一步给控制系统和网络监控带来压力。该项目旨在通过使网络遥测基础设施能够提供有关网络中正在进行的活动的及时、准确和可信的信息来解决未来网络控制的需求。该项目提出了FROOT，一种面向未来的、可信赖的遥测基础设施，用于异构可编程设备（例如，可编程交换机、SmartNIC、CPU和DPU）的网络。该项目采用跨学科的方法，涵盖算法、系统和安全，通过以下方式为下一代遥测系统的设计和实现提供信息：(1)针对当前和新的测量任务和网络设备的通用基于草图的算法设计和实现；(2)处理网络动态的新型全网资源优化；(3)将可信草图部署到异构设备中，以获取关键遥测信息。研究人员还计划将他们的网络遥测系统部署在Mass Open Cloud测试平台上，这是一个由波士顿大学和马萨诸塞州其他机构领导的开放公共云项目。该项目将导致开源工具、算法和原型实现的开发，这将减少在现实场景中部署基于草图的遥测技术的时间。该奖项反映了美国国家科学基金会的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。

项目成果

HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks

HeteroSketch：协调异构动态网络中的全网监控

• 发表时间: 2022
• 期刊: 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22
• 作者: Agarwal, Anup;Liu, Zaoxing;Seshan, Srinivasan
• 通讯作者: Seshan, Srinivasan

SketchLib: Enabling Efficient Sketch-based Monitoring on Programmable Switches

SketchLib：在可编程交换机上实现基于草图的高效监控

• 发表时间: 2022
• 期刊: 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22
• 作者: Namkung, Hun;Liu, Zaoxing;Kim, Daehyeok;Sekar, Vyas;Steenkiste, Peter
• 通讯作者: Steenkiste, Peter