John McCalpin

APRIL 2, 2020

The presentation discusses a family of simple performance models that I developed over the last 20 years — originally in support of processor and system design at SGI (1996-1999), IBM (1999-2005), and AMD (2006-2008), but more recently in support of system procurements at The Texas Advanced Computing Center (TACC) (2009-present).

Benchmarking 59

Benchmarking Performance Latency Architecture 59

SQL Performance

AUGUST 27, 2019

This is the second generation EPYC server processor that uses the same Zen 2 architecture as the AMD Ryzen 3000 Series desktop processors. The initial reviews and benchmarks for these processors have been very impressive: AMD EPYC 7002 Series Rome Delivers a Knockout. AMD Rome Second Generation EPYC Review: 2x 64-core Benchmarked.

Servers 52

Servers Benchmarking Virtualization Architecture 52

John McCalpin

APRIL 2, 2020

The presentation discusses a family of simple performance models that I developed over the last 20 years — originally in support of processor and system design at SGI (1996-1999), IBM (1999-2005), and AMD (2006-2008), but more recently in support of system procurements at The Texas Advanced Computing Center (TACC) (2009-present).

Benchmarking 40

Benchmarking Performance Latency Architecture 40

PDC

APRIL 14, 2019

It ranks the world’s 500 most powerful supercomputers based on their performance as measured by the Linpack benchmark. Over the years, the performance of the world’s fastest supercomputers have reached teraFLOPS (10 12 FLOPS) in 1997 and petaFLOPS (10 15 FLOPS) in 2008, and the next milestone is exaFLOPS (10 18 FLOPS).

Energy 40

Energy Benchmarking Efficiency Website 40

SQL Performance

JULY 16, 2019

Intel officially moved on to what they call " Process- Architecture-Optimization (PAO) " in early 2016. Intel server processors have historically delivered significantly better single-threaded CPU performance and lower power consumption than competing AMD processors since the Intel Nehalem microarchitecture in 2008.

Servers 46

Servers Hardware Architecture Retail 46

Highly Scalable

MARCH 10, 2015

Besides that, the numbers can vary greatly depending on many factors, so our goal here is just to provide a few benchmarks that give some sense of the magnitude of potential improvements. Schütze, 2008. PS08] Optimal Targeting through Uplift Modeling, Portrait Software, 2008 [[link]. Koren, 2008. Manning, P. Raghavan, H.

Retail 152

Retail C++ Analytics Metrics 152