High Scalability

SEPTEMBER 7, 2018

Eli Bendersky : Just for fun, I rewrote the same benchmark in Go; two goroutines ping-ponging short message between themselves over a channel. The throughput this achieves is dramatically higher - around 2.8 million iterations per second, which leads to an estimate of ~170 ns switching between goroutines [3]. It was a quiet week this week.

Internet 137

Internet Internet Scalability Lambda 137

High Scalability

OCTOBER 19, 2018

stephenbalaban : We've benchmarked the 2080 Ti, V100, Titan V, 2080, and 1080 Ti. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). Full blog post here.

Internet 123

Internet Internet Scalability Lambda 123

High Scalability

SEPTEMBER 1, 2020

Microsoft Azure is one of the most popular cloud providers in the world, and a natural fit for database hosting on applications leveraging Microsoft across their infrastructure. MySQL is the number one open source database that’s commonly hosted through Azure instances.

Azure 137

Azure Database Benchmarking Performance 137

HammerDB

OCTOBER 18, 2019

HammerDB doesn’t publish competitive database benchmarks, instead we always encourage people to be better informed by running their own. So over at Phoronix some database benchmarks were published showing PostgreSQL 12 Performance With AMD EPYC 7742 vs. Intel Xeon Platinum 8280 Benchmarks .

Benchmarking 63

Benchmarking Performance Hardware C++ 63

Dynatrace

SEPTEMBER 9, 2022

These insights help organizations plan for cloud scalability, performance improvements, and business alignment. Document and benchmark existing applications, processes, and services. Application modernization creates greater levels of insight into the application, dependencies, user activity, and more. Vastly improved performance.

Strategy 232

Strategy Benchmarking Serverless Infrastructure 232

HammerDB

JANUARY 5, 2019

Some opinions claim that “Benchmarks are meaningless”, “benchmarks are irrelevant” or “benchmarks are nothing like your real applications” However for others “Benchmarks matter,” as they “account for the processing architecture and speed, memory, storage subsystems and the database engine.”

Benchmarking 40

Benchmarking Database Social Media Scalability 40

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. can enhance Redis by handling management tasks, backups, and scalability, facilitating global reach and easy cloud integration for global businesses.

Cache 130

Cache Storage Scalability Architecture 130

Percona

APRIL 6, 2023

One of the key benefits of using PostgreSQL is its reliability, scalability, and performance. Two benchmarks from users can be found here: [1] [2] 4. PostgreSQL is a popular open source relational database management system many organizations use to store and manage their data. Pgpool-II This is where the pgpool-II comes in.

Cache 111

Cache Open Source Benchmarking Database 111

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

Dynatrace

JUNE 27, 2022

In reality, only highly scalable RUM solutions can collect data on all user actions, while less scalable tools must sample user actions and make inferences from partial data. In some cases, you will lack benchmarking capabilities. RUM works best only when people actively visit the application, website, or services.

Best Practices 180

Best Practices Monitoring Wireless Traffic 180

Scalegrid

MARCH 22, 2024

This process thoroughly assesses factors like cost-effectiveness, security measures, control levels, scalability options, customization possibilities, performance standards, and availability expectations. Choosing the Right Cloud Services Choosing the right cloud services is crucial in developing an efficient multi cloud strategy.

Strategy 130

Strategy Cloud Government Innovation 130

Scalegrid

DECEMBER 6, 2023

Database as a Service (DBaaS) providers are an alternative option that acts almost like going on a cruise ship: quick provisioning is facilitated by them, while scalability, support services, and flexibility benefit from pay-as-you-go models. By utilizing this scalability, businesses have total freedom. You are both captain and crew.

Database 130

Database Cloud Hardware Storage 130

High Scalability

AUGUST 24, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

Dynatrace

NOVEMBER 2, 2020

Ensures platform is flexible and scalable to handle peaks by sending alerts to IT management. AI-assistance: Use AI to detect anomalies and benchmark your system. for unplanned downtime, resource saturation, network intrusion. Minimizes downtime and increases efficiency.

Infrastructure 206

Infrastructure Monitoring Virtualization Serverless 206

Percona

MARCH 17, 2023

But as companies grow and see more demand for their databases, we need to ensure that PMM also remains scalable so you don’t need to worry about its performance while tending to the rest of your environment. We conducted thorough research to improve scalability and the user experience on our Home Dashboard for 1,000 database services.

Monitoring 96

Monitoring Scalability Cache Database 96

Scalegrid

JANUARY 12, 2024

Strategic allocation of these resources plays a crucial role in achieving scalability, cost savings, improved performance, and staying ahead of advancements in the field. This also aids scalability down the line. Just like a conductor orchestrating an ensemble of instruments to play at specific times for optimal performance.

Cloud 130

Cloud Virtualization Storage Efficiency 130

HammerDB

APRIL 19, 2023

GHz 4th Generation Intel Xeon Scalable processors (code-named Sapphire Rapids) Up to 20% higher compute performance than z1d instances Up to 50 Gbps of networking speed Up to 40 Gbps of bandwidth to the Amazon Elastic Block Store (EBS) We can also verify these capabilities by running some simple benchmarks on the different subsystems.

Performance 54

Performance Benchmarking Cache Storage 54

High Scalability

OCTOBER 27, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

Dynatrace

OCTOBER 2, 2023

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. Use SLAs, SLOs, and SLIs as performance benchmarks for newly migrated microservices.

Architecture 237

Architecture Artificial Intelligence Cloud Open Source 237

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. We explore all the systems necessary to make and stream content from Netflix.

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. We explore all the systems necessary to make and stream content from Netflix.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

OCTOBER 19, 2020

An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume. The next challenge was to stream large amounts of traces via a scalable data processing platform. Mantis is our go-to platform for processing operational data at Netflix.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

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. Basic Benchmarking Concepts. Database benchmarking in parallel.

Programming 67

Programming Benchmarking Virtualization C++ 67

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

High Scalability

SEPTEMBER 28, 2018

JavaScript benchmark. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). dhh : The iPhone XS is faster than an iMac Pro on the Speedometer 2.0 How does Apple do it?!

Internet 35

Internet Internet Scalability Blockchain 35

Scalegrid

JULY 13, 2020

Scalability. PostgreSQL offers free scalability, and can scale up to millions of transactions per seconds. Oracle Enterprise is recommended for high workloads which are highly scalable, but costly. Let’s take a look at core functionality of these two relational database management systems. PostgreSQL.

Open Source 244

Open Source Tuning C++ Database 244

Percona

MARCH 27, 2023

Disclaimer : This blog post is meant to show a less-known problem but is not meant to be a serious benchmark. The percentage in degradation will vary depending on many factors {hardware, workload, number of tables, configuration, etc.}. While you are on 5.7,

Cache 98

Cache Hardware Servers Benchmarking 98

Apica

APRIL 11, 2023

You also want a highly scalable automation solution. Scalable testing helps businesses check performance for thousands of users or even millions. Establish performance benchmarks to help you identify when your applications perform as designed before impacting the user experience.

IoT 52

IoT Benchmarking Scalability Network 52

HammerDB

OCTOBER 12, 2018

For anyone benchmarking MySQL with HammerDB it is important to understand the differences from sysbench workloads as HammerDB is targeted at a testing a different usage model from sysbench. This is to be expected and is due to the limitations of the scalability of the storage engine. HammerDB difference from Sysbench.

Best Practices 40

Best Practices Scalability Performance C++ 40

The Netflix TechBlog

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. which allows fast deployment times and rapid scalability.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

OCTOBER 31, 2019

With Dynatrace Synthetic you can deliver clean-room performance benchmark and availability monitoring for your business. With these additional availability zones you’ll get: More scalability and load-balancing options. Dynatrace news. More resiliency and even safer public synthetic monitoring locations.

Scalability 20

Scalability Traffic Benchmarking Monitoring 20

Percona

JULY 1, 2023

These may be performance, high availability, operational cost, management, capacity planning, scalability, security, monitoring, etc. Aurora Features High Performance and Scalability Amazon Aurora has gained widespread recognition for its exceptional performance and scalability, making it an ideal solution for handling demanding workloads.

AWS 52

AWS Database Serverless Storage 52

Percona

MARCH 23, 2023

Benchmark before you decide. Some cloud providers also offer specialized instances for database workloads, which may provide additional features and optimizations for performance and scalability. For database servers, we usually recommend our clients have: Jemalloc installed and enabled for MySQL. Transparent huge pages (THP) disabled.

Performance 123

Performance Hardware Tuning Storage 123

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

Percona

NOVEMBER 3, 2023

This means they can ensure that every possible scenario is tested, from data integrity checks to performance benchmarks. Look for firms with a proven track record, positive client testimonials, and those that offer scalable solutions. Any downtime is typically scheduled during off-peak hours to limit disruptions.

Database 81

Database Open Source Benchmarking Strategy 81