HammerDB

FEBRUARY 25, 2021

HammerDB is a load testing and benchmarking application for relational databases. However, it is crucial that the benchmarking application does not have inherent bottlenecks that artificially limits the scalability of the database. This is why the choice of programming language is so important from the outset.

Programming 67

Programming Benchmarking Virtualization C++ 67

Scalegrid

JUNE 22, 2020

MySQL DigitalOcean Performance Benchmark. In this benchmark, we compare equivalent plan sizes between ScaleGrid MySQL on DigitalOcean and DigitalOcean Managed Databases for MySQL. We are going to use a common, popular plan size using the below configurations for this performance benchmark: Comparison Overview. DigitalOcean.

Database 217

Database Benchmarking Latency Performance 217

The Netflix TechBlog

JUNE 20, 2023

In the second approach, we show that a relatively simple, supervised sequential model (bidirectional LSTM or GRU) that uses rich, pretrained shot-level embeddings can outperform the current state-of-the-art baselines on our internal benchmarks. Figure 1: a scene consists of a sequence of shots.

Benchmarking 253

Benchmarking C++ Availability Programming 253

Percona

DECEMBER 26, 2023

Querying the data While it is reasonable to create panels showing real-time load in order to explore better the types of queries that can be run against pg_stat_monitor, it is more practical to copy and query the data into tables after the benchmarking has completed its run. A script executing a benchmarking run: #!/bin/bash

Benchmarking 120

Benchmarking Metrics C++ Database 120

Dynatrace

JUNE 26, 2023

And it covers more than just applications, application programming interfaces, and microservices. These include mobile, web, Internet of Things, and application programming interfaces. In today’s digital world, software is everywhere. Software is behind most of our human and business interactions. Digital experience.

Software 193

Software Software Analytics Big Data 193

CSS Wizardry

AUGUST 24, 2022

Improving each of these should hopefully chip away at the timings of more granular events that precede the LCP milestone, but whenever we’re making these kinds of indirect optimisation, we need to think much more carefully about how we measure and benchmark ourselves as we work. It’s vital to measure what you impact, not what you influence.

Benchmarking 212

Benchmarking Metrics Cache Network 212

Dynatrace

OCTOBER 19, 2023

The program advocates for a shift in behavior nationwide. This results in achieving a flawless OWASP benchmark score for injection attacks, ensuring 100% accuracy with no false positives. By leveraging code-level insights and transaction analysis, it can identify and prevent attacks without the need for manual configuration.

Best Practices 214

Best Practices Benchmarking Speed Infrastructure 214

Daniel Lemire

FEBRUARY 8, 2019

We also published our benchmarks for research purposes. The paper contains carefully crafted benchmarks, but I came up with a fun one for this blog post which I call “fizzbuzz” Let us go through all integers in sequence and count how many are divisible by 3 and how many are divisible by 5. It tells a nice story.

C++ 279

C++ Benchmarking Hardware Testing 279

John McCalpin

MARCH 4, 2019

While working on the implementation of the MPI version of the STREAM benchmark, I realized that there were some subtleties in timing that could easily lead to inaccurate and/or misleading results.

Programming 40

Programming Benchmarking Code Availability 40

Scalegrid

JANUARY 25, 2024

Key metrics like throughput, request latency, and memory utilization are essential for assessing Redis health, with tools like the MONITOR command and Redis-benchmark for latency and throughput analysis and MEMORY USAGE/STATS commands for evaluating memory. It depends upon your application workload and its business logic.

Metrics 130

Metrics Monitoring Latency Cache 130

HammerDB

JUNE 27, 2022

HammerDB is a software application for database benchmarking. Databases are highly sophisticated software, and to design and run a fair benchmark workload is a complex undertaking. The Transaction Processing Performance Council (TPC) was founded to bring standards to database benchmarking, and the history of the TPC can be found here.

Benchmarking 62

Benchmarking Open Source C++ Cache 62

The Morning Paper

MAY 12, 2019

An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems Gan et al., A typical architecture diagram for one of these services looks like this: Suitably armed with a set of benchmark microservices applications, the investigation can begin! ASPLOS’19.

Open Source 61

Open Source Hardware Benchmarking Systems 61

The Netflix TechBlog

NOVEMBER 13, 2023

To evaluate and benchmark our dataset, we manually labeled 20 audio tracks from various TV shows which do not overlap with our training data. Results We evaluated our models on four open datasets comprising audio data from TV programs, YouTube clips and various content such as concert, radio broadcasts, and low-fidelity folk music.

Architecture 224

Architecture Energy Benchmarking Processing 224

ACM Sigarch

OCTOBER 12, 2020

In fact, according to Stack Overflow’s annual developer survey , JavaScript and Python are now the #1 and #2 most used programming languages, respectively (excluding HTML/CSS and SQL as “programming languages”). But any time memory and application logic moves into Python land, it’s game over.

C++ 108

C++ Benchmarking Hardware Architecture 108

The Morning Paper

SEPTEMBER 27, 2020

The study is conducted using a suite of 7 real-world popular scientific applications, and two well-established benchmark suites: Miniaero solves the compressible Navier-Stokes equation. PARSEC is a set of benchmarks for multi-threaded programs. is a set of benchmarks for parallel computing developed by NASA.

Benchmarking 101

Benchmarking Hardware Programming Code 101

The Netflix TechBlog

NOVEMBER 22, 2019

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle. This session looks at what it takes to accept, produce, encode, and stream your favorite content.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle. This session looks at what it takes to accept, produce, encode, and stream your favorite content.

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

NOVEMBER 22, 2022

Five-nines availability: The ultimate benchmark of system availability. Such a solution with extensive application programming interfaces (APIs) and integrations to enterprise resource planning (ERP) systems make it possible to detect what was previously undetectable and initiate automatic remediation.

Infrastructure 188

Infrastructure Availability Systems Retail 188

Dynatrace

MAY 3, 2022

First, the company uses synthetic monitoring to develop user experience benchmarks and determine if applications are performing within expected thresholds. Cinema Experience lets users redeem vouchers for cinema tickets and is one of the company’s most popular programs. DEM in action.

Mobile 170

Mobile Monitoring Benchmarking Best Practices 170

Dynatrace

JANUARY 21, 2021

For questions regarding the process of registering or paying for Perform 2021 HOT, contact the Dynatrace University Program Team here. You’ll learn how to understand application usage patterns, infrastructure consumption, service dependencies, benchmarking performance and ensuring service levels, and enabling modern operations.

Virtualization 188

Virtualization Benchmarking Best Practices Cloud 188

The Morning Paper

SEPTEMBER 24, 2020

Being static , it has the advantage that analysis results can be produced solely from source code without the need to execute the program. But there’s a problem: Enterprise applications represent a major failure of applying programming languages research to the real world — a black eye of the research community. JackEE in action.

Java 80

Java Cache Benchmarking Programming 80

InfoQ

JANUARY 12, 2021

In this article, we’ll briefly outline the use-case for a library like Donkey and present our benchmarks. Donkey is the product of the quest for a highly performant Clojure HTTP stack aimed to scale at the rapid pace of growth we have been experiencing at AppsFlyer, and save us computing costs. By Yaron Elyashiv.

Benchmarking 119

Benchmarking Performance Design Network 119

Dynatrace

OCTOBER 26, 2022

While companies historically use patents to measure an organization’s innovation output, contributions to open source projects provide another innovation benchmark. OpenTelemetry is a collection of tools, application programming interfaces, and software development kits for instrumenting, generating, and collecting telemetry data.

Open Source 196

Open Source Software Software Development 196

Percona

APRIL 12, 2023

Though still not “profitable” by many benchmarks, it’s a lot closer to being so, perhaps in a big way.) That early decision was notable because whereas the GPL is applied if derivative work is distributed, the AGPL license applies both for distributed work and whenever end users interact with a program over a network.

Open Source 80

Open Source Programming Database Servers 80

Scalegrid

MARCH 28, 2024

Benchmarking Cache Speed Memcached is optimized for high read and write loads, making it highly efficient for rapid data access in a basic key-value store. Read our Redis vs Memcached Comparison In contrast, with its multi-threaded architecture that utilizes multiple cores, Memcached performs better when storing and managing larger datasets.

Cache 130

Cache Storage Scalability Architecture 130

Adrian Cockcroft

JANUARY 20, 2023

Here’s some predictions I’m making: Jack Dongarra’s efforts to highlight the low efficiency of the HPCG benchmark as an issue will influence the next generation of supercomputer architectures to optimize for sparse matrix computations. In early January a related paper was published by Satoshi Matsuoka et. petaflops, which is 0.8%

Architecture 52

Architecture Latency Benchmarking AWS 52

Adrian Cockcroft

JUNE 21, 2022

Another big jump, but now it was my job to run benchmarks in the lab, and write white papers that explained the new products to the world, as they were launched. I was mostly coding in C, tuning FORTRAN, and when I needed to do a lot of data analysis of benchmark results used the S-PLUS statistics language, that is the predecessor to R.

Tuning 52

Tuning Benchmarking Engineering C++ 52

The Morning Paper

JANUARY 16, 2020

The Programmatically Interpretable Reinforcement Learning paper that we looked at last time out contained this passing comment coupled with a link to today’s paper choice: It is known from prior work that such [functional] languages offer natural advantages in program synthesis. That certainly caught my interest. High-level approach.

Programming 56

Programming Benchmarking Testing Systems 56

Scalegrid

JANUARY 12, 2024

Additionally, the platform continuously monitors data through benchmarking functionalities providing valuable insights through its data analytics tools. Computer workload refers to the combination of computing power, memory, storage, and network resources required to complete a task or run a program. What is the workload in a server?

Cloud 130

Cloud Virtualization Storage Efficiency 130

The Morning Paper

MAY 23, 2019

These techniques work well for scientific programs that are dominated by arrays. However, they are ineffective on object-based programs because objects do not fall neatly into fixed-size blocks and have a more irregular layout. Consider a B-Tree node from the B-tree Java benchmark: Uncompressed, it’s memory layout looks like (a) below.

Cache 61

Cache Benchmarking Hardware Java 61

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Challenges optimising whole programs. “ Challenges evolving programming languages. “ Challenges evolving programming languages.

Systems 87

Systems Tuning Programming Innovation 87

The Morning Paper

MAY 27, 2019

In the table below, the numbers in each column represent the number of test programs , not the number of individual tests. Most programs (almost 800 C programs in the FreeBSD source tree) require no modifications. For a macro-benchmark PostgreSQL’s initdb tool was used. slower to 9.8% faster for system calls).

C++ 61

C++ Hardware Virtualization Benchmarking 61

Brendan Gregg

MARCH 16, 2024

Having done this before, it reminds me of CSS programming: you make a little change here and everything breaks, and you spend hours chasing your own tail. For Fedora, one person requested: "Meta and/or Netflix should provide infrastructure for a side repository in which the change can be tested and benchmarked and the code size measured."

Java 145

Java Cache Google Hardware 145

Dynatrace

OCTOBER 26, 2022

While companies historically use patents to measure an organization’s innovation output, contributions to open source projects provide another innovation benchmark. OpenTelemetry is a collection of tools, application programming interfaces, and software development kits for instrumenting, generating, and collecting telemetry data.

Open Source 130

Open Source Software Software Development 130

Dynatrace

OCTOBER 26, 2022

While companies historically use patents to measure an organization’s innovation output, contributions to open source projects provide another innovation benchmark. OpenTelemetry is a collection of tools, application programming interfaces, and software development kits for instrumenting, generating, and collecting telemetry data.

Open Source 130

Open Source Software Software Development 130

Percona

OCTOBER 12, 2023

Depending on the application programming language, which is specified as an argument in the command line, the tool launches a compatible image profiler that contains everything it needs to successfully produce the flame graph. In secure environments where policies are defined, launching such a pod should be done by a trusted privileged user.

Code 107

Code Tuning C++ Benchmarking 107

Alex Russell

JULY 9, 2013

A friend called out to me a peculiar feature of a conference Program Committee they were serving on: that it was part of the PC’s role to keep a look out for strong minority/female speakers and encourage them to submit to the open CFP. But on we plod.

Benchmarking 40

Benchmarking Programming Engineering Technology 40