Dear SwiNOG community, 

Today's networks (data centers, ISPs, and enterprises) all run many hardware 
middleboxes and software network functions. The performance of these components 
is critical for network management and user experiences. However, when 
performance problems happen, it often takes a lot of human efforts to 
instrument and debug these systems especially when many network functions 
interact with each other and with traffic dynamics. 
 
We are a group of researchers from Harvard and AT&T who are building new 
diagnosis tools that can automatically find potential root causes for 
performance problems in network functions (especially those tail latency 
problems that are hard to diagnose). This project is led by my advisor Minlan 
Yu (Homepage: http://minlanyu.seas.harvard.edu/ 
<http://minlanyu.seas.harvard.edu/>), an Associate Professor in Harvard 
University.

We're reaching out to the SwiNOG community to understand the performance 
problems you have seen and your needs on diagnosis tools. This will greatly 
help us to incorporate your needs in our tool. We plan to release our debugging 
tool for the community to use. 

We greatly appreciate your help in filling out the survey below. It should take 
less than 10 minutes to complete. The survey and the collected data are 
anonymous (so please do *not* include information that may identify you or your 
organization). All questions are optional, so if you don't like a question or 
don't know the answer, please skip it. In the survey, we use network functions 
as a general term to represent both hardware and software middleboxes. A 
summary of the aggregate results will be published as a part of a scientific 
article later this year.

Survey URL: 
https://docs.google.com/forms/d/e/1FAIpQLSdx1j2BZzk_iEuIqHLDF20Rv_LuxLcrGze00Y7CHdQwjxS1Jg/viewform?usp=sf_link
 
<https://docs.google.com/forms/d/e/1FAIpQLSdx1j2BZzk_iEuIqHLDF20Rv_LuxLcrGze00Y7CHdQwjxS1Jg/viewform?usp=sf_link>

We would also be extremely grateful if you could forward this email to any 
operator you know beyond this SwiNOG mailing list. 

Junzhi Gong
Harvard University
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