HammerDB

MAY 5, 2019

Fortunately the HammerDB TPC-C/OLTP workload intentionally has a great deal of contention between threads and is therefore ideal for testing spin-locks. So to test I took a system with Skylake CPUs and all storage on a P4800X SSD. In the recent MySQL 8.0.16 model name : Intel(R) Xeon(R) Platinum 8180 CPU @ 2.50GHz. linux-glibc2.12-x86_64/data

Testing 49

Testing Tuning Latency Storage 49

HammerDB

MARCH 27, 2023

In this example, we will use the PostgreSQL Docker image and have PostgreSQL running on our Linux system. Copyright (C) 2003-2023 Steve Shaw Type "help" for a list of commands Initialized SQLite on-disk database /home/hammerdb/HammerDB-4.7/TMP/hammer.DB How to deploy HammerDB CLI fast with Docker HammerDB v4.7 TMP/hammer.DB

Benchmarking 52

Benchmarking Testing Database C++ 52

HammerDB

JUNE 22, 2023

Copyright (C) 2003-2023 Steve Shaw Type "help" for a list of commands Initialized new Jobs on-disk database /opt/HammerDB-4.8/DATA/hammer.db Copyright (C) 2003-2023 Steve Shaw Type "help" for a list of commands Initialized new Jobs on-disk database /opt/HammerDB-4.8/TMP/hammer.DB So for example to change this to hammer.db DATA/hammer.db

Benchmarking 58

Benchmarking C++ Virtualization Database 58

HammerDB

DECEMBER 1, 2022

In particular, after a running a test it would be ideal to have a repository where we could verify the configuration of the workload that was run, the results and any timing or transaction count data generated to bring all the log output into a central location. . <commandline> This happens for both a schema build and running a test.

Virtualization 58

Virtualization C++ Storage Database 58

HammerDB

MAY 10, 2021

HammerDB Variable or Step Workloads are an advanced testing feature that enables you to automatically vary the load on the database over a period of time. When taking this approach you would not focus on the test result but instead monitor the databases ability to cope with the variation in demand and transaction response times.

Virtualization 52

Virtualization C++ Database Monitoring 52

HammerDB

NOVEMBER 30, 2022

HammerDB will rely on the system installed Python interpreter and at a specific version as described in the following table. Copyright (C) 2003-2022 Steve Shaw. Copyright (C) 2003-2022 Steve Shaw. print(z," VU TEST") . print("TEST SEQUENCE COMPLETE"). Vuser 1:Test complete, Taking end Transaction Count.

Virtualization 45

Virtualization C++ Lambda Monitoring 45

HammerDB

NOVEMBER 23, 2021

Copyright (C) 2003-2021 Steve Shaw Type "help" for a list of commands The xml is well-formed, applying configuration Initialized new SQLite on-disk database /tmp/hammer.DB Running a Test. The following script is also recognisable as a valid CLI script with the addition of jobs commands to retrieve the test output. hammerdbws.

Virtualization 71

Virtualization Benchmarking C++ Database 71

HammerDB

JULY 16, 2021

When a system ‘scales’ it is able to deliver higher levels of performance proportional to the system resources available to it. In particular, this means as we add CPU cores and increase the system load, we see higher performance. Vuser 1:Timing test period of 5 in minutes Vuser 1:1., and MySQL 8.0.25

Virtualization 58

Virtualization Performance C++ Database 58

HammerDB

JULY 5, 2022

To do this, we are going to rewrite HammerDB in Python and run a series of tests on a 2 socket Intel(R) Xeon(R) Platinum 8280L server to see how and why Tcl is 700% faster than Python for database benchmarking*. Building the Test Schema and Timing Script. Background and Concepts. Use a different Browser. Use a different Browser.

Benchmarking 98

Benchmarking Database C++ Virtualization 98

Highly Scalable

MARCH 10, 2015

Most of this article represents an overview of the results published by retailers and researchers who built practical decision making and optimization systems combining abstract economic models with data mining methods. A/B testing and panel surveys are used in such cases to get additional data points that improve the precision of the model.

Retail 152

Retail C++ Analytics Metrics 152

All Things Distributed

DECEMBER 20, 2017

That was the provocative thesis of a much-talked-about article from 2003 in the Harvard Business Review by the US publicist Nicolas Carr. The company meanwhile has 15 autonomous interdisciplinary teams working constantly to test and explore new services. How companies can use ideas from mass production to create business with data.

Artificial Intelligence 72

Artificial Intelligence Social Media Logistics AWS 72

O'Reilly Software

MARCH 7, 2018

Build a more scalable, composable, and functional architecture for interconnecting systems and applications. Welcome to a new world of data-driven systems. Today, data needs to be available at all times, serving its users—both humans and computer systems—across all time zones, continuously, in close to real time.

Transportation 72

Transportation Java Programming Architecture 72

HammerDB

OCTOBER 12, 2018

This post complements the previous best practice guides this time with the focus on MySQL and MariaDB and achieving top levels of performance with the HammerDB MySQL TPC-C test. As is exactly the same with PostgreSQL for system choice a 2 socket system is optimal for MySQL OLTP performance. HammerDB difference from Sysbench.

Best Practices 40

Best Practices Scalability Performance C++ 40

HammerDB

OCTOBER 8, 2018

This post gives a HOWTO guide on system configuration for achieving top levels of performance with the HammerDB PostgreSQL TPC-C test. Firstly for system choice a 2 socket system is optimal for PostgreSQL OLTP performance at the time of writing. It is your test so you can set the options as you see fit.

Best Practices 40

Best Practices Scalability Performance Hardware 40

HammerDB

NOVEMBER 30, 2018

It is of note that we have not discussed the operating system yet, that is because the source code and the code included with the pre-packaged versions is identical whether it is running on Linux or Windows on x86-64 architecture (or any other platform). Virtual Users within HammerDB are operating system threads. HammerDB CLI v3.1

Architecture 40

Architecture Virtualization Open Source C++ 40

Tasktop

OCTOBER 29, 2019

Measurements of the exchange of value and risk have produced the financial system that defines the world economy. In 2003, I left the software industry to work on my PhD in Computer Science. It was clear to us that organizations were misunderstanding the differences between collecting survey data and system/tool data.

Metrics 9

Metrics DevOps Programming Innovation 9

HammerDB

JULY 8, 2019

HammerDB already has 2 interfaces with which to interface with the commands to build and test databases using the GUI interface or CLI. The following test script shows how this interaction can be done also including deliberate errors to demonstrate error handling. From HammerDB version 3.2 hammerdbws HammerDB Web Service v3.2

Virtualization 40

Virtualization Benchmarking C++ Database 40

SQL Server According to Bob

JANUARY 11, 2020

​​ Without limiting the rights under copyright, no part of this document may be reproduced, stored in or introduced into a retrieval system, or transmitted in any form or by any means (electronic, mechanical, photocopying, recording, or otherwise), or for any purpose, without the express written permission of Microsoft Corporation.

Servers 40

Servers Cache Database Media 40

Adrian Cockcroft

JUNE 21, 2022

Photo by Adrian I spent six years at Cambridge Consultants, building some interesting systems, managing our Sun workstations and learning a lot, but by then Sun had opened a sales office across the street, and I wanted to find out what they were going to release next, before everyone else. as a result there were product and messaging changes.

Tuning 52

Tuning Benchmarking Engineering C++ 52