Identifying Heavy Hitters with Count-min Sketches in P4 Programmable Switch Lab

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Dive into Lab 9 where you will learn about identifying heavy hitters using Count-min Sketches (CMS) in a P4 programmable switch environment. Explore the topology and objectives of the lab, which includes implementing a CMS, detecting short and heavy hitter flows, and blocking traffic accordingly.

  • Cybersecurity
  • P4 Switches
  • Count-min Sketches
  • Security+
  • Networking

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  1. Cybersecurity (Security+) and P4 Programmable Switches Lab 9: Identifying Heavy Hitters using Count-min Sketches (CMS) Elie Kfoury, Jorge Crichigno University of South Carolina http://ce.sc.edu/cyberinfra Western Academy Support and Training Center (WASTC) University of South Carolina (USC) Energy Sciences Network (ESnet) June 23rd, 2023 1

  2. Lab 9: Identifying Heavy Hitters using Count-min Sketches (CMS) 2

  3. Topology and Lab Objectives The topology consists of a P4 switch and four hosts Objectives: Write a P4 program that implements a CMS Multiple short flows from h1 to h2 using wget A heavy hitter flow from host h3 to h4 using iPerf3 The P4 switch detects the flow and blocks the traffic Short flows (web traffic) Heavy hitter (iPerf3 flow) 3

  4. Topology and Lab Objectives The topology consists of a P4 switch and four hosts Objectives: Write a P4 program that implements a CMS Multiple short flows from h1 to h2 using wget A heavy hitter flow from host h3 to h4 using iPerf3 The P4 switch detects the flow and blocks the traffic Short flows (web traffic) Heavy hitter (iPerf3 flow) 4

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