apache2
KVM testing on Ubuntu 22.04 via the Phoronix Test Suite.


4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU -: 

	Processor: 4 x Intel Xeon (Skylake IBRS) (4 Cores), Motherboard: OpenStack Foundation Nova v27.1.1 (1.16.1-1.el9 BIOS), Chipset: Intel 440FX 82441FX PMC, Memory: 8GB, Disk: 49GB, Graphics: Red Hat Virtio GPU, Network: Red Hat Virtio device

	OS: Ubuntu 22.04, Kernel: 5.15.0-91-generic (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 1280x800, System Layer: KVM


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 7.61 |==================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 532.34 |================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 35.17 |=================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Group By Test Time
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 6.41 |==================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Repartition Test Time
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 7.69 |==================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Inner Join Test Time
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 4.88 |==================


Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
4 x Intel Xeon (Skylake IBRS) - Red Hat Virtio GPU - . 4.35 |==================