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CloudyBench - A Benchmark for Cloud-Native Databases

CloudyBench Overview

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Performance Metrics

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Data Generation, Data Loading and Indexing

bash cloudybench -t sql -c conf/pg.props -f conf/ddl_cloudybench_pg.sql

bash cloudybench -t gendata -c conf/pg.props -f conf/stmt_postgres.toml

psql -h localhost -U @username -d cloudybench_sf1x -f conf/load_cloudybench_pg.sql

bash cloudybench -t sql -c conf/pg.props -f conf/create_sequence_cloudybench_pg.sql

Supporting P-Score calculation as follows (Take Neon as an example):

bash cloudybench -t runReplica -c conf/pg.props -f conf/stmt_postgres.toml -m 1

Supporting E1-Score calculation as follows:

bash cloudybench -t runElastic -c conf/pg.props -f conf/stmt_postgres.toml -m 1

Supporting R-Score and F-Score calculation as follows:

bash cloudybench -t runFailOver -c conf/pg.props -f conf/stmt_postgres.toml -m 1

Supporting E2-Score calculation as follows:

bash cloudybench -t runScaling -c conf/pg.props -f conf/stmt_postgres.toml -m 1

Supporting C-Score calculation as follows:

bash cloudybench -t runLagTime -c conf/pg.props -f conf/stmt_postgres.toml -m 1

Supporting T-Score calculation as follows:

bash cloudybench -t runTenancy -c conf/pg.props -f conf/stmt_postgres.toml -m 3

Supporting O-Score calculation as follows:

bash cloudybench -t runAll -c conf/pg.props -f conf/stmt_postgres.toml

Cloud-Native Database Deployment - Neon

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cdb=neon

RW_endpoint = https://console.neon.tech/api/v2/projects/@project_id/endpoints/@rw_endpoint

RO_endpoint = https://console.neon.tech/api/v2/projects/@project_id/endpoints/@ro_endpoint

metric_url = https://console.neon.tech/api/v2/projects/@project_id/endpoints/@endpoint/stats

Benchmarking Notes

(1) Error: Could not find or load main class

Solution: modify the path to lib directory

(2) mvn clean package...Failed to execute goal on project CloudyBench:CloudyBench:jar:1.0-SNAPSHOT

Solution: when the Maven version is greater than 3.8, you need to remove the tags of blocked mirrors of $Maven_home/conf/settings.xml.

(3) With the OS in Windows, you may use the Java command to run CloudyBench:

Solution: java -cp "CloudyBench-1.0-SNAPSHOT.jar;lib/*" com.CloudyBench.CloudyBench [-t][-c][-f]