MultiLive is a bitrate control algorithm for multiparty streaming architecture.
We build a simulator to evaluate our algorithm over this new scenario in sim/. As each part of the architecture is established in sim/env.py, and our algorithm is described in sim/algorithm.py and sim/cluster.py.
To test the demo with SJDD traces, in demo/ run
python run.py
You can also check the usage of our simulator here.
In our experiments, we use 2 datasets. One is a Belgium 4G network traces in traces/Belgium. The other is a network trace dataset collected from 3 live streaming servers. It is provided by a company we collaborate with, which is in traces/SJDD.
To run the algorithm on real testbed, we make a simplified C++ version which can be build as a library. If you happen to run a similar C/C++ platform, you can test our algorithm with codes in interface/.