Demo:

The Jupyter-Notebook File: testresult-analysis.ipynb

Summary:

1. ~27 Visitors to the booth. ~75% were not aware of VSPERF
2. Attendees' affiliations:
   1. Intel, AT&T, Verizon, Ericsson, Iconnectiv, Nokia, Ixia/Keysight, BigSwitch, 6Wind, UNH, Lumina, Pantheon, AtsGen, Delhi Univ., DoD, Wipro, Subex, CISA.
3. Lot of appreciation from all the visitors. 
4. Inputs from 6Wind: 
   
   1. Consider the context-switches - /proc/pid/status/
   2. libvirt: CPU Stealing.
   3. Per-Queue statistics, multi-flow analysis.
   4. QPI Transaction information from Intel UPI/PMU
5. Inputs from Verizon:
   1. It is hard to obtain Interface metrics when SRIOV is used - Need to explore a solution.
6. Query: Why it is difficult to do what VSPERF does through Openstack?
7. Request: Define use-cases for VSPERF.
   1. Ex: Benchmarking: after the cloud is deployed and before the application is turned up.
8. Request: Consider Container networking.
9. Request: Make notebook public, notebook to consume other data-sources.
10. Offer: Help to explore better correlation and improve analytics with ML.
11. Request: Support to plugin commercial switches.
12. Request: Consider benchmarking smart-NICs
13. Request: Consider BESS integration with VSPERF.
14. Issue: Could not plot second by second packet losses and use them in analysis (T-rex does not provide).