oci-benchmark-compare-m6i-2 KVM testing on Ubuntu 20.04 via the Phoronix Test Suite. Amazon Elastic Block Store: Processor: Intel Xeon Platinum 8375C (8 Cores / 16 Threads), Motherboard: Amazon EC2 m6i.4xlarge (1.0 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 62GB, Disk: 32GB Amazon Elastic Block Store, Network: Amazon Elastic OS: Ubuntu 20.04, Kernel: 5.15.0-1049-aws (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.13, Vulkan: 1.1.182, Compiler: GCC 9.4.0, File-System: ext4, System Layer: KVM LevelDB 1.23 Benchmark: Hot Read Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Fill Sync Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Overwrite Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Random Fill Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Random Read Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Seek Random Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Random Delete Microseconds Per Op < Lower Is Better LevelDB 1.23 Benchmark: Sequential Fill Microseconds Per Op < Lower Is Better SQLite 3.30.1 Threads / Copies: 1 Seconds < Lower Is Better Amazon Elastic Block Store . 25.14 |=========================================== BlogBench 1.1 Test: Read Final Score > Higher Is Better BlogBench 1.1 Test: Write Final Score > Higher Is Better simdjson 2.0 Throughput Test: Kostya GB/s > Higher Is Better Amazon Elastic Block Store . 2.78 |============================================ simdjson 2.0 Throughput Test: TopTweet GB/s > Higher Is Better Amazon Elastic Block Store . 5.76 |============================================ simdjson 2.0 Throughput Test: LargeRandom GB/s > Higher Is Better Amazon Elastic Block Store . 0.96 |============================================ simdjson 2.0 Throughput Test: PartialTweets GB/s > Higher Is Better Amazon Elastic Block Store . 4.90 |============================================ simdjson 2.0 Throughput Test: DistinctUserID GB/s > Higher Is Better Amazon Elastic Block Store . 5.91 |============================================ Node.js Express HTTP Load Test Requests Per Second > Higher Is Better ebizzy 0.3 Records/s > Higher Is Better Amazon Elastic Block Store . 318460 |========================================== Perl Benchmarks Test: Pod2html Seconds < Lower Is Better Amazon Elastic Block Store . 0.10834458 |====================================== Perl Benchmarks Test: Interpreter Seconds < Lower Is Better Amazon Elastic Block Store . 0.00093896 |====================================== OpenSSL 3.1 Algorithm: SHA256 byte/s > Higher Is Better Amazon Elastic Block Store . 7060124243 |====================================== OpenSSL 3.1 Algorithm: SHA512 byte/s > Higher Is Better Amazon Elastic Block Store . 2795986913 |====================================== OpenSSL 3.1 Algorithm: RSA4096 sign/s > Higher Is Better Amazon Elastic Block Store . 5156.7 |========================================== OpenSSL 3.1 Algorithm: RSA4096 verify/s > Higher Is Better Amazon Elastic Block Store . 141075.1 |======================================== OpenSSL 3.1 Algorithm: ChaCha20 byte/s > Higher Is Better Amazon Elastic Block Store . 50896820633 |===================================== OpenSSL 3.1 Algorithm: AES-128-GCM byte/s > Higher Is Better Amazon Elastic Block Store . 104720615470 |==================================== OpenSSL 3.1 Algorithm: AES-256-GCM byte/s > Higher Is Better Amazon Elastic Block Store . 92565462493 |===================================== OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better Amazon Elastic Block Store . 36591774470 |===================================== Node.js V8 Web Tooling Benchmark runs/s > Higher Is Better Amazon Elastic Block Store . 12.60 |=========================================== etcd 3.5.4 Test: PUT - Connections: 50 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: PUT - Connections: 100 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: PUT - Connections: 50 - Clients: 1000 Requests/sec > Higher Is Better etcd 3.5.4 Test: PUT - Connections: 500 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: PUT - Connections: 100 - Clients: 1000 Requests/sec > Higher Is Better etcd 3.5.4 Test: PUT - Connections: 500 - Clients: 1000 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 50 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 100 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 50 - Clients: 1000 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 500 - Clients: 100 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 100 - Clients: 1000 Requests/sec > Higher Is Better etcd 3.5.4 Test: RANGE - Connections: 500 - Clients: 1000 Requests/sec > Higher Is Better Apache CouchDB 3.3.2 Bulk Size: 100 - Inserts: 1000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 83.37 |=========================================== Apache CouchDB 3.3.2 Bulk Size: 100 - Inserts: 3000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 277.10 |========================================== Apache CouchDB 3.3.2 Bulk Size: 300 - Inserts: 1000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 157.02 |========================================== Apache CouchDB 3.3.2 Bulk Size: 300 - Inserts: 3000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 531.36 |========================================== Apache CouchDB 3.3.2 Bulk Size: 500 - Inserts: 1000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 230.55 |========================================== Apache CouchDB 3.3.2 Bulk Size: 500 - Inserts: 3000 - Rounds: 30 Seconds < Lower Is Better Amazon Elastic Block Store . 775.10 |========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 3.61 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 227.13 |========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.06 |=========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 4.05 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 1.79 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.00 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 1.64 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 3.70 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.89 |========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.03 |=========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 4.36 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 1.91 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.14 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 1.85 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 3.79 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.34 |========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 14.08 |=========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 4.75 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.03 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.45 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.08 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 4.24 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 229.30 |========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.01 |=========================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 5.13 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.41 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 3.21 |============================================ Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 2.44 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 16.26 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 226.06 |========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.01 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 9.04 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 10.69 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 14.17 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 14.23 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 15.77 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.01 |========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.00 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 9.14 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 10.52 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 12.89 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 12.62 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 29.74 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 226.57 |========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.03 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 14.51 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 27.69 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 37.88 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 27.75 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 27.10 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 226.02 |========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.99 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 13.78 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 19.71 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 38.89 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 25.00 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 51.66 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.12 |========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.99 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 52.19 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 227.73 |========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.99 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 15.31 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 227.23 |========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.03 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 9.24 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 10.30 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 13.04 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 12.20 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 15.76 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 227.06 |========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 13.02 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 9.48 |============================================ Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 10.45 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 13.82 |=========================================== Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 12.92 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 27.23 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.23 |========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.97 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 13.90 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 19.51 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 43.82 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 24.81 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 27.26 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 227.25 |========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.98 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Group By Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 14.01 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Repartition Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 31.14 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 26.90 |=========================================== Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time Seconds < Lower Is Better Amazon Elastic Block Store . 24.83 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 52.36 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 229.98 |========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.98 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time Seconds < Lower Is Better Amazon Elastic Block Store . 53.05 |=========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Seconds < Lower Is Better Amazon Elastic Block Store . 228.88 |========================================== Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better Amazon Elastic Block Store . 12.96 |=========================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 128 ops/s > Higher Is Better Amazon Elastic Block Store . 311.3 |=========================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 256 ops/s > Higher Is Better Amazon Elastic Block Store . 317.4 |=========================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 512 ops/s > Higher Is Better Amazon Elastic Block Store . 320.1 |=========================================== CockroachDB 22.2 Workload: MoVR - Concurrency: 1024 ops/s > Higher Is Better Amazon Elastic Block Store . 322.1 |=========================================== CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 128 ops/s > Higher Is Better Amazon Elastic Block Store . 18033.9 |========================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 256 ops/s > Higher Is Better Amazon Elastic Block Store . 28958.6 |========================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 512 ops/s > Higher Is Better Amazon Elastic Block Store . 30608.4 |========================================= CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 ops/s > Higher Is Better Amazon Elastic Block Store . 29340.7 |========================================= CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 256 ops/s > Higher Is Better Amazon Elastic Block Store . 36009.0 |========================================= CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 512 ops/s > Higher Is Better Amazon Elastic Block Store . 35864.1 |========================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 128 ops/s > Higher Is Better Amazon Elastic Block Store . 32700.6 |========================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 256 ops/s > Higher Is Better Amazon Elastic Block Store . 37803.8 |========================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 512 ops/s > Higher Is Better Amazon Elastic Block Store . 37414.5 |========================================= CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 ops/s > Higher Is Better Amazon Elastic Block Store . 46816.3 |========================================= CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 256 ops/s > Higher Is Better Amazon Elastic Block Store . 46299.9 |========================================= CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 512 ops/s > Higher Is Better Amazon Elastic Block Store . 44282.5 |========================================= CockroachDB 22.2 Workload: KV, 10% Reads - Concurrency: 1024 ops/s > Higher Is Better Amazon Elastic Block Store . 30001.8 |========================================= CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 1024 ops/s > Higher Is Better Amazon Elastic Block Store . 34029.0 |========================================= CockroachDB 22.2 Workload: KV, 60% Reads - Concurrency: 1024 ops/s > Higher Is Better Amazon Elastic Block Store . 35250.6 |========================================= CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 1024 ops/s > Higher Is Better Amazon Elastic Block Store . 41380.6 |========================================= Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 140159 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 115.27 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 340572 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 120.87 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 547429 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 119.82 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 274987 |========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 64.90 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 649573 |========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 68.99 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 1028952 |========================================= Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 67.95 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 636551 |========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 28.90 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 628127 |========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 111.65 |========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 1371999 |========================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 33.61 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 1372518 |========================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 123.71 |========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 1958001 |========================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 37.48 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 1986783 |========================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 136.06 |========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 901244 |========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 20.74 |=========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 937756 |========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 76.20 |=========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 1863514 |========================================= Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 25.32 |=========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 1912059 |========================================= Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 93.89 |=========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 2423937 |========================================= Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 31.28 |=========================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 2564449 |========================================= Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 113.58 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 12299264 |======================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 127.48 |========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 114110873 |======================================= Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 30.14 |=========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 135772248 |======================================= Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 44.16 |=========================================== Apache IoTDB 1.2 Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 93714444 |======================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 15.19 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 139460464 |======================================= Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 28.85 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 165435815 |======================================= Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 36.99 |=========================================== Apache IoTDB 1.2 Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 120495381 |======================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 13.92 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 108938395 |======================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 54.21 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 162356450 |======================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 27.00 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 point/sec > Higher Is Better Amazon Elastic Block Store . 105967024 |======================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Average Latency < Lower Is Better Amazon Elastic Block Store . 138.72 |========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 point/sec > Higher Is Better Amazon Elastic Block Store . 127174828 |======================================= Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 56.42 |=========================================== Apache IoTDB 1.2 Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100 Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400 Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100 Average Latency < Lower Is Better Amazon Elastic Block Store . 7 |=============================================== Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400 Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 Apache IoTDB 1.2 Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 Dragonflydb 1.6.2 Clients Per Thread: 10 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better Amazon Elastic Block Store . 2392677.71 |======================================