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author | Joanne Koong <joannekoong@fb.com> | 2021-10-28 02:45:04 +0300 |
---|---|---|
committer | Alexei Starovoitov <ast@kernel.org> | 2021-10-28 23:22:49 +0300 |
commit | f44bc543a079c2ebc534cbfabd6fbfcfc2b09f72 (patch) | |
tree | 829ff328e26b552bd254d7b3b77ce0067e85f678 /tools/testing/selftests/bpf/benchs | |
parent | 57fd1c63c9a687c5fdc86fa628c490d6733e8d0b (diff) | |
download | linux-f44bc543a079c2ebc534cbfabd6fbfcfc2b09f72.tar.xz |
bpf/benchs: Add benchmarks for comparing hashmap lookups w/ vs. w/out bloom filter
This patch adds benchmark tests for comparing the performance of hashmap
lookups without the bloom filter vs. hashmap lookups with the bloom filter.
Checking the bloom filter first for whether the element exists should
overall enable a higher throughput for hashmap lookups, since if the
element does not exist in the bloom filter, we can avoid a costly lookup in
the hashmap.
On average, using 5 hash functions in the bloom filter tended to perform
the best across the widest range of different entry sizes. The benchmark
results using 5 hash functions (running on 8 threads on a machine with one
numa node, and taking the average of 3 runs) were roughly as follows:
value_size = 4 bytes -
10k entries: 30% faster
50k entries: 40% faster
100k entries: 40% faster
500k entres: 70% faster
1 million entries: 90% faster
5 million entries: 140% faster
value_size = 8 bytes -
10k entries: 30% faster
50k entries: 40% faster
100k entries: 50% faster
500k entres: 80% faster
1 million entries: 100% faster
5 million entries: 150% faster
value_size = 16 bytes -
10k entries: 20% faster
50k entries: 30% faster
100k entries: 35% faster
500k entres: 65% faster
1 million entries: 85% faster
5 million entries: 110% faster
value_size = 40 bytes -
10k entries: 5% faster
50k entries: 15% faster
100k entries: 20% faster
500k entres: 65% faster
1 million entries: 75% faster
5 million entries: 120% faster
Signed-off-by: Joanne Koong <joannekoong@fb.com>
Signed-off-by: Alexei Starovoitov <ast@kernel.org>
Link: https://lore.kernel.org/bpf/20211027234504.30744-6-joannekoong@fb.com
Diffstat (limited to 'tools/testing/selftests/bpf/benchs')
3 files changed, 86 insertions, 0 deletions
diff --git a/tools/testing/selftests/bpf/benchs/bench_bloom_filter_map.c b/tools/testing/selftests/bpf/benchs/bench_bloom_filter_map.c index 4bafad418a8a..6eeeed2913e6 100644 --- a/tools/testing/selftests/bpf/benchs/bench_bloom_filter_map.c +++ b/tools/testing/selftests/bpf/benchs/bench_bloom_filter_map.c @@ -346,6 +346,41 @@ static void false_positive_setup(void) } } +static void hashmap_with_bloom_setup(void) +{ + struct bpf_link *link; + + ctx.use_hashmap = true; + ctx.hashmap_use_bloom = true; + + ctx.skel = setup_skeleton(); + + populate_maps(); + + link = bpf_program__attach(ctx.skel->progs.bloom_hashmap_lookup); + if (!link) { + fprintf(stderr, "failed to attach program!\n"); + exit(1); + } +} + +static void hashmap_no_bloom_setup(void) +{ + struct bpf_link *link; + + ctx.use_hashmap = true; + + ctx.skel = setup_skeleton(); + + populate_maps(); + + link = bpf_program__attach(ctx.skel->progs.bloom_hashmap_lookup); + if (!link) { + fprintf(stderr, "failed to attach program!\n"); + exit(1); + } +} + static void measure(struct bench_res *res) { unsigned long total_hits = 0, total_drops = 0, total_false_hits = 0; @@ -418,3 +453,25 @@ const struct bench bench_bloom_false_positive = { .report_progress = false_hits_report_progress, .report_final = false_hits_report_final, }; + +const struct bench bench_hashmap_without_bloom = { + .name = "hashmap-without-bloom", + .validate = validate, + .setup = hashmap_no_bloom_setup, + .producer_thread = producer, + .consumer_thread = consumer, + .measure = measure, + .report_progress = hits_drops_report_progress, + .report_final = hits_drops_report_final, +}; + +const struct bench bench_hashmap_with_bloom = { + .name = "hashmap-with-bloom", + .validate = validate, + .setup = hashmap_with_bloom_setup, + .producer_thread = producer, + .consumer_thread = consumer, + .measure = measure, + .report_progress = hits_drops_report_progress, + .report_final = hits_drops_report_final, +}; diff --git a/tools/testing/selftests/bpf/benchs/run_bench_bloom_filter_map.sh b/tools/testing/selftests/bpf/benchs/run_bench_bloom_filter_map.sh index d03d0e5c91cd..8ffd385ab2f4 100755 --- a/tools/testing/selftests/bpf/benchs/run_bench_bloom_filter_map.sh +++ b/tools/testing/selftests/bpf/benchs/run_bench_bloom_filter_map.sh @@ -26,3 +26,20 @@ subtitle "value_size: $v bytes, # threads: $t, # hashes: $h" done done done + +header "Hashmap without bloom filter vs. hashmap with bloom filter (throughput, 8 threads)" +for v in 2 4 8 16 40; do +for h in {1..10}; do +subtitle "value_size: $v, # hashes: $h" + for e in 10000 50000 75000 100000 250000 500000 750000 1000000 2500000 5000000; do + printf "%'d entries -\n" $e + printf "\t" + summarize_total "Hashmap without bloom filter: " \ + "$($RUN_BENCH --nr_hash_funcs $h --nr_entries $e --value_size $v -p 8 hashmap-without-bloom)" + printf "\t" + summarize_total "Hashmap with bloom filter: " \ + "$($RUN_BENCH --nr_hash_funcs $h --nr_entries $e --value_size $v -p 8 hashmap-with-bloom)" + done + printf "\n" +done +done diff --git a/tools/testing/selftests/bpf/benchs/run_common.sh b/tools/testing/selftests/bpf/benchs/run_common.sh index 670f23b037c4..9a16be78b180 100644 --- a/tools/testing/selftests/bpf/benchs/run_common.sh +++ b/tools/testing/selftests/bpf/benchs/run_common.sh @@ -33,6 +33,11 @@ function percentage() echo "$*" | sed -E "s/.*Percentage\s=\s+([0-9]+\.[0-9]+).*/\1/" } +function total() +{ + echo "$*" | sed -E "s/.*total operations\s+([0-9]+\.[0-9]+ ± [0-9]+\.[0-9]+M\/s).*/\1/" +} + function summarize() { bench="$1" @@ -46,3 +51,10 @@ function summarize_percentage() summary=$(echo $2 | tail -n1) printf "%-20s %s%%\n" "$bench" "$(percentage $summary)" } + +function summarize_total() +{ + bench="$1" + summary=$(echo $2 | tail -n1) + printf "%-20s %s\n" "$bench" "$(total $summary)" +} |