On 11/26/24 10:54, Hariharan Venkatraman wrote:
> Right now I am performing these demos to see whether my RL code is
> optimizing the resources correctly (that's the goal), based on this
> later will design my own experiment.
Thanks. I'm still trying to understand your goals, but it sounds like
you are trying to extract a dataset from this demo and build an RL model
for optimizing RAN sharing? And integrate that into an xApp?
> Right now, When i try to see the dashboard in Grafana, there aren't
> enough metrics to better understand the graphs that it is showing.
> 1. what kind of dashboard is it (USE/REDS, drill down type, or anything
> else)?
It is a purpose-built dashboard to graph the metrics I pointed you to
before:
https://gitlab.flux.utah.edu/powderrenewpublic/nexran/-/blob/master/src/nexran.cc?ref_type=heads#L189
. These are a variety of PDCP, MAC, and high-PHY metrics, for uplink
and downlink, sent to influxdb for each UE per time quanta (1024ms by
default), and for each slice (aggregated across UEs in the slice). The
dashboards that show these metrics are closest in concept to the USE
approach, but it's not a perfect correspondence. Higher-level metrics
such as byte counters represent PDCP throughput. Lower-level metrics
like CQI, PMI, RI, MCS function as channel quality/status indicators.
> 2. Apart from the visible partial information, how exactly is that
> specific graph logging and what are its other attributes(units,
> threshold if any) to better understand the performance?
Counter/rate metrics (bytes, PRBs, errors, brate, pkts) all have
threshold zero and the unit corresponds to the field name (for brate,
you can see how srslte computes those here:
https://gitlab.flux.utah.edu/powderrenewpublic/srslte-ric/-/blob/oran-ric/srsenb/src/metrics_csv.cc?ref_type=heads#L78).
For the lower-level metrics like CQI, PMI, RI, MCS, etc, you can refer
to LTE specs or summaries to understand the value ranges and why they
are useful indicators of channel quality.
> 3. Am I allowed to edit it according to my wish (let's say I want the
> data visualized in MB and not in bytes)? If so, how do I do it?
Yes, you can edit these dashboards and create your own that more closely
match the USE pattern if you like. When you create an experiment from
the O-RAN profile, it is stood up from bare metal and only accessible by
yourself and members of your project. You can change any aspect of the
software in your experiment as required.
> I will attach some sample graphs I got through my experiment.
>
> Best,
> Hariharan Venkatraman
David
> On Monday, November 25, 2024 at 5:13:37 PM UTC-5
john...@flux.utah.edu
> wrote:
>
> Thanks. These are pointers to profiles that can be used to instantiate
> experiments, but not the experiments themselves. Once you have these
> running as experiments, if you are having a problem, then please
> provide
> links to each experiment's status page, and more context about the
> problem you're facing.
>
> Did the code pointer I sent before resolve your question about what
> NexRAN logs to Grafana?
>
>
> David
>
> On 11/25/24 11:51, Hariharan Venkatraman wrote:
> > The experiments I am currently doing are:
> > 1. Powder - Show Profile
> >
> <
https://www.powderwireless.net/show-profile.php?uuid=30d3e13c-f939-11ea-b1eb-e4434b2381fc <
https://www.powderwireless.net/show-profile.php?uuid=30d3e13c-f939-11ea-b1eb-e4434b2381fc>>
> > 2. Powder - Show Profile
> >
> <
https://www.powderwireless.net/show-profile.php?uuid=1bd95656-5b60-11eb-b1eb-e4434b2381fc <
https://www.powderwireless.net/show-profile.php?uuid=1bd95656-5b60-11eb-b1eb-e4434b2381fc>>
> >
> >
> > Best,
> > Hariharan Venkatraman
> > On Sunday, November 24, 2024 at 4:34:59 PM UTC-5
>
john...@flux.utah.edu
> > wrote:
> >
> > I'm assuming you are trying to run the NexRAN demo instructions and
> > view
> > the data in the O-RAN profile's Grafana instance?
> >
> > If so: the details of what is logged is not documented. However, the
> > NexRAN code is easy to read and shows you which metrics are being
> > logged:
> >
>
https://gitlab.flux.utah.edu/powderrenewpublic/nexran/-/blob/master/src/nexran.cc?ref_type=heads#L189 <
https://gitlab.flux.utah.edu/powderrenewpublic/nexran/-/blob/master/src/nexran.cc?ref_type=heads#L189> <
https://gitlab.flux.utah.edu/powderrenewpublic/nexran/-/blob/master/src/nexran.cc?ref_type=heads#L189 <
https://gitlab.flux.utah.edu/powderrenewpublic/nexran/-/blob/master/src/nexran.cc?ref_type=heads#L189>>
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