数据平面的域名流量分析

Jason Kim, Hyojoon Kim, J. Rexford
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引用次数: 14

摘要

将网络流量与人类可读的域名相关联,而不是像IP地址这样的低级标识符,这有助于通过域名来测量流量,通过域名来限制数据包的速率,以及识别物联网设备。然而,现有的监控技术需要检查外部计算节点上的流量,这会带来开销和隐私风险。本文介绍了Meta4框架,该框架通过从DNS响应消息中提取客户端IP、服务器IP和域名,并将域名与后续客户机-服务器会话中的数据流量关联起来,从而在数据平面上按域名监控流量。数据平面实现具有以下优点:以线速率高效运行,使交换机能够对数据包采取直接操作(例如,速率限制、阻塞或基于相关域标记流量),并保护用户信息的隐私。我们在Intel Tofino交换机上实现了Meta4,并根据来自运营网络的数据包痕迹评估了我们的原型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing Traffic by Domain Name in the Data Plane
Associating network traffic with human-readable domain names, instead of low-level identifiers like IP addresses, is helpful for measuring traffic by domain name, rate-limiting packets by domain, and identifying IoT devices. However, existing monitoring techniques require examining traffic at an external compute node, introducing overhead and privacy risks. In this paper, we introduce Meta4, a framework for monitoring traffic by domain name in the data plane by extracting the client IP, server IP, and domain name from DNS response messages and associating the domain name with data traffic from the subsequent client-server session. A data-plane implementation has the benefits of running efficiently at line-rate, enabling the switch to take direct action on the packets (e.g., to rate-limit, block, or mark traffic based on the associated domain), and protecting the privacy of user information. We implemented Meta4 on an Intel Tofino switch and evaluated our prototype against packet traces from an operational network.
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