ISCA 2018 Experiments
This page contains descriptions of the experiments in our ISCA 2018 paper and instructions for reproducing them on your own simulations.
One important difference between the configuration used in the ISCA 2018 paper and the open-source release of FireSim is that the ISCA paper used a proprietary L2 cache design that is not open-source. Instead, the open-source FireSim uses an LLC model that models the behavior of having an L2 cache as part of the memory model. Even with the LLC model, you should be able to see the same trends in these experiments, but exact numbers may vary.
Each section below describes the resources necessary to run the experiment. Some of these experiments require a large number of instances – you should make sure you understand the resource requirements before you run one of the scripts.
Compatiblity: These were last tested with commit
4769e5d86acf6a9508d2b5a63141dc80a6ef20a6 (Oct. 2019) of FireSim. After this commit,
the Linux version in FireSim has been bumped past Linux 4.15. To reproduce workloads
that rely on OS behavior that has changed, like
memcached-thread-imbalance, you must use the last tested Oct. 2019 commit.
These guides assume that you have previously followed the single-node/cluster-scale experiment guides in the FireSim documentation. Note that these are advanced experiments, not introductory tutorials.
Building Benchmark Binaries/Rootfses
We include scripts to automatically build all of the benchmark rootfs images
that will be used below. To build them, make sure you have already run
./marshal build workloads/br-base.json in
firesim/sw/firesim-software, then run:
cd firesim/deploy/workloads/ make allpaper
Figure 5: Ping Latency vs. Configured Link Latency
run_farm_tag: pinglatency-mainrunfarm run_farm_hosts_to_use: - f1.16xlarge: 1
cd firesim/deploy/workloads/ ./run-ping-latency.sh withlaunch
Figure 6: Network Bandwidth Saturation
run_farm_tag: bwtest-mainrunfarm run_farm_hosts_to_use: - f1.16xlarge: 2
cd firesim/deploy/workloads/ ./run-bw-test.sh withlaunch
Figure 7: Memcached QoS / Thread Imbalance
run_farm_tag: memcached-mainrunfarm run_farm_hosts_to_use: - f1.16xlarge: 3
cd firesim/deploy/workloads/ ./run-memcached-thread-imbalance.sh withlaunch
Figure 8: Simulation Rate vs. Scale
run_farm_tag: simperftestscale-mainrunfarm run_farm_hosts_to_use: - f1.16xlarge: 32
cd firesim/deploy/workloads/ ./run-simperf-test-scale.sh withlaunch
A similar benchmark is also provided for supernode mode, see
Figure 9: Simulation Rate vs. Link Latency
run_farm_tag: simperftestlatency-mainrunfarm run_farm_hosts_to_use: - f1.16xlarge: 1
cd firesim/deploy/workloads/ ./run-simperf-test-latency.sh withlaunch
A similar benchmark for supernode mode will be provided soon. See https://github.com/firesim/firesim/issues/244
Running all experiments at once
This script simply executes all of the above scripts in parallel. One caveat is that the bw-test script currently cannot run in parallel with the others, since it requires patching the switches. This will be resolved in a future release.
cd firesim/deploy/workloads/ ./run-all.sh