O'Reilly

NOVEMBER 28, 2023

16% of respondents working with AI are using open source models. Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. We’ll say more about this later.) of nonusers.

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

Percona

AUGUST 17, 2023

PostgreSQL is open source relational database management software. It has evolved steadily, however, during 25 years as an open source project. Another reason for PostgreSQL popularity (perhaps the biggest): It’s open source and free to use, distribute, and modify. What is PostgreSQL used for?

Open Source 76

Open Source Healthcare Social Media Database 76

The Netflix TechBlog

NOVEMBER 2, 2021

It has become a de facto standard for perceptual quality measurements within Netflix and, thanks to its open-source nature , throughout the video industry. For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows.

Media 171

Media Innovation Metrics Latency 171

HammerDB

APRIL 19, 2023

There are several ways to find out this information with the easiest way being by referring to the documentation. Instead, readers should refer to the HammerDB documentation. sysbench is a widely used open-source benchmarking tool that is designed to evaluate the performance of CPU, memory, disk I/O, and database systems.

Performance 54

Performance Benchmarking Cache Storage 54

Dynatrace

OCTOBER 15, 2020

Originally initiated at Google, Go—often referred to as Golang—is an open source programming language. The recipe of the magic potion that takes away the pain was designed by the marvelous druids of the Dynatrace Go team (see photo below). This may leave many open connections when accessing many hosts. So stay tuned!

Transportation 186

Transportation Monitoring Metrics Code 186

Percona

OCTOBER 17, 2023

Many changes and new features are brought to the system, and as part of keeping in tune with the changes and how they can impact us, we go through the changes to better understand them. Stricter downgrade policy The upstream documentation highlights the following: Starting in MongoDB 7.0, From that, this article is born. x -> 5.0.x

Metrics 98

Metrics C++ Storage Database 98

Adrian Cockcroft

NOVEMBER 26, 2023

In this session, learn how to build automated, serverless AWS architectures to upload, extract, process, verify, and validate supply chain documents, accelerating end-to-end supply chain transparency. Explore an implementation of this architecture with PVH, the parent company of Tommy Hilfiger and Calvin Klein.

AWS 52

AWS Energy IoT Best Practices 52

Percona

JANUARY 19, 2023

You can refer to the documentation for further details. Make sure you design the data types correctly while planning for the future growth of the table. ProxySQL: It is a feature-rich open-source MySQL proxy solution, that allows query routing for the most common MySQL architectures (PXC/Galera, Replication, Group Replication, etc.).

Open Source 85

Open Source Storage Database Big Data 85

The Netflix TechBlog

DECEMBER 17, 2019

Therefore, dumps are needed to capture the full state of a source. There are several open source CDC projects, often using the same underlying libraries, database APIs, and protocols. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Figure 4— Delta Connector.

Database 197

Database Traffic Transportation Open Source 197

The Netflix TechBlog

DECEMBER 17, 2019

Therefore, dumps are needed to capture the full state of a source. There are several open source CDC projects, often using the same underlying libraries, database APIs, and protocols. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Figure 4— Delta Connector.

Database 212

Database Traffic Transportation Open Source 212

Percona

JULY 2, 2023

Database Performance Tuning : By optimizing backup schedules, monitoring for errors, or looking for ways to reduce backup storage needs, DBAs are always working to improve the efficiency of backups and restores. Be sure to check out our webinar, Enterprise-grade PostgreSQL Built on Open Source Tools , to see this in practice.

Strategy 52

Strategy Database Storage Open Source 52

Percona

AUGUST 30, 2023

Those parameters taken from the specific data directory initialization, which overrides the built-in parameters, can be checked like this: select name,setting from pg_settings where source='override'; This override includes some of the calculated auto-tune values for that environment.

Database 99

Database Servers Open Source Tuning 99

Percona

JULY 6, 2023

The register_date column shows a negative value of -1 because, as described in the documentation, the ANALYZE believed the number of distinct values is likely the same as the total number of rows: […] -1 indicates a unique column in which the number of distinct values is the same as the number of rows.

Best Practices 87

Best Practices Tuning Database Testing 87

Dynatrace

JULY 23, 2019

While Flask , described as a micro framework for building web applications, is designed to be simpler, more flexible, and also allow for more fine-grained control during development. This is a simple blog application— open source , and part of the online tutorial to learn how to develop with the Flask framework.

Monitoring 136

Monitoring Software Software Database 136

O'Reilly

JULY 25, 2023

Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation. I liked how ChatGPT helped me work through the tradeoffs of these initial design decisions before diving head-first into coding.

Programming 98

Programming Code Design Benchmarking 98

O'Reilly

MAY 25, 2021

Indeed, Google recently announced LaMDA , a model at GPT-3 scale that is designed to participate in conversations. Open source projects such as EleutherAI have drawn inspiration from GPT-3. An amazing feature of GPT-3 is its ability to generate source code. These models will continue to become more powerful.

Social Media 136

Social Media Media Internet Internet 136

O'Reilly

SEPTEMBER 19, 2023

A single document may represent thousands of features. You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. It just kept shuffling the designs that satisfied its fitness function until the process finally converged.

Hardware 97

Hardware Storage Big Data Blockchain 97

Smashing Magazine

OCTOBER 22, 2021

The first prototype was built using the open-source game engine Phaser.js , mostly for the included physics engine and because I already had some experience with it. On design systems, CSS/JS and UX. is an open-source alternative to Firebase. This is now properly documented in the FAQ. Large preview ).

Games 95

Games Servers Database Virtualization 95

Alex Russell

MARCH 31, 2022

Every technical challenge in this design space is paired with an even more daunting governance problem. Like every other successful platform, the web operates on a finely tuned understanding of risk and trust , and deprecations are particularly explosive. [2] But the completeness constraint is far from our only design challenge.

Cache 82

Cache Government Traffic Network 82

Abhishek Tiwari

JULY 20, 2019

One thing stand-out to me is being intentional and practical about your engineering organisation design. First and foremost, being intentional about organisation design requires good and honest discussions about all possible option. Design your teams to stay small and iterate fast. product) don't change over a long period.

Engineering 61

Engineering Retail Airlines Healthcare 61

HammerDB

FEBRUARY 25, 2021

As we have seen databases are designed to handle multiple database sessions at the same time. HammerDB abandoned Python as a glue language at the design stage because of the lack of multithreading and parallel capabilities. Basic Benchmarking Concepts. To benchmark a database we introduce the concept of a Virtual User.

Programming 67

Programming Benchmarking Virtualization C++ 67

Abhishek Tiwari

JULY 12, 2018

If tuned for performance, there is a good change reliability is compromised - and vice versa. Lack of support for older versions is a common issue with open source data pipeline frameworks which means you have to stay on top of the new releases and ensure that you are always close to the current stable release.

Latency 63

Latency Analytics Scalability Engineering 63

Smashing Magazine

AUGUST 22, 2021

However, TCP is typically implemented in the operating system’s (OS’) kernel, a secure and more restricted environment, which for most OSes isn’t even open source. As such, tuning congestion logic is usually only done by a select few developers, and evolution is slow. see figure 2c above). Finally convinced?

Performance 106

Performance Network Latency Servers 106