Dynatrace

MARCH 12, 2025

Dynatrace helps enhance your AI strategy with practical, actionable knowledge to maximize benefits while managing costs effectively. It provides an easy way to select, integrate, and customize foundation models with enterprise data using techniques like retrieval-augmented generation (RAG), fine-tuning, or continued pre-training.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

AUGUST 16, 2021

Microsoft’s GitHub is the largest open-source software community in the world with millions of open-source projects. Kubernetes deployments can be managed using a combination of both the open-source Azure Kubernetes set context Action and Kubernetes deployment GitHub Action. GitHub and GitHub Actions.

Software 246

Software Software Open Source Azure 246

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes.

DevOps 306

DevOps Best Practices Open Source Tuning 306

Dynatrace

DECEMBER 8, 2020

Open source has also become a fundamental building block of the entire cloud-native stack. While leveraging cloud-native platforms, open-source and third-party libraries accelerate time to value significantly, it also creates new challenges for application security.

Cloud 306

Cloud Open Source Internet Internet 306

Scalegrid

MARCH 22, 2024

A well-planned multi cloud strategy can seriously upgrade your business’s tech game, making you more agile. Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Thinking about going multi-cloud?

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

JULY 22, 2024

OpenTelemetry is an open source observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. OpenTelemetry provides [extensive documentation]([link] and examples to help you fine-tune your configuration for maximum effectiveness. What is OpenTelemetry?

Latency 264

Latency Best Practices Metrics Open Source 264

The Netflix TechBlog

NOVEMBER 9, 2021

The Android launch leveraged the open-source software decoder dav1d built by the VideoLAN, VLC, and FFmpeg communities and sponsored by AOMedia. Netflix has also partnered with YouTube to develop an open-source solution for an AV1 decoder on game consoles that utilizes the additional power of GPUs. Some titles (e.g.,

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

OCTOBER 2, 2023

Many organizations also find it useful to use an open source observability tool, such as OpenTelemetry. This comprehensive view helps teams gain an initial understanding of a monolithic application so they can develop a migration strategy. An observability platform approach makes it easy to combine both methods.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

JULY 6, 2022

In a talent-constrained market, the best strategy could be to develop expertise from within the organization. Consider selecting platform-based solutions — whether open source or from a commercial vendor — that support open ecosystems. Design, implement, and tune effective SLOs.

Best Practices 246

Best Practices Open Source Tuning Infrastructure 246

Dynatrace

DECEMBER 9, 2020

To address potentially high numbers of requests during online shopping events like Singles Day or Black Friday, it’s crucial that this online shop have a memory storage strategy that allows for speed, scaling, and resilience of all microservices, especially the shopping cart service. What’s next?

Java 264

Java Traffic Architecture Strategy 264

Scalegrid

JUNE 4, 2020

As an open source database, it’s a highly popular choice for enterprise applications looking to modernize their infrastructure and reduce their total cost of ownership, along with startup and developer applications looking for a powerful, flexible and cost-effective database to work with. Replication Strategies. Asynchronous.

Database 230

Database Latency Benchmarking Performance 230

The Netflix TechBlog

OCTOBER 19, 2020

Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

The Netflix TechBlog

JUNE 20, 2024

Data Quality Score: How We Evolved the Data Quality Strategy at Airbnb Recording Speaker : Clark Wright (Staff Analytics Engineer at Airbnb) Summary : Recently, Airbnb published a post to their Tech Blog called Data Quality Score: The next chapter of data quality at Airbnb. Until next time!

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

Dynatrace

DECEMBER 18, 2023

This challenge has given rise to the discipline of observability engineering, which concentrates on the details of telemetry data to fine-tune observability use cases. Another source reported a 43% overall increase in Prometheus adoption for the last six months of 2021. Please stay tuned! What is Prometheus?

Metrics 245

Metrics Engineering Energy Tuning 245

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 113

Cloud Open Source Strategy Best Practices 113

Dynatrace

NOVEMBER 4, 2019

In order to accomplish this, one of the key strategies many organizations utilize is an open source Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications.

Monitoring 223

Monitoring Cloud Metrics Code 223

O'Reilly

FEBRUARY 13, 2024

I suspect that OpenAI would have difficulty going higher, even given Microsoft’s investments—and, whatever else you may think of this strategy—OpenAI has to think about the total cost. Smaller startups (including companies like Anthropic and Cohere) will be priced out, along with every open source effort.

Open Source 134

Open Source Strategy Government Tuning 134

The Netflix TechBlog

JULY 26, 2021

Operational Reporting Pipeline Example Iceberg Sink Apache Iceberg is an open source table format for huge analytics datasets. This strategy has increased the Studio Tech Solutions team performance and stability. Please stay tuned! Currently Iceberg sink is appended only. Endnotes ¹ Inmon, Bill. Dehghani, Zhamak.

Big Data 257

Big Data Government Processing Analytics 257

Percona

NOVEMBER 3, 2023

Sure, database migration is complex, particularly when you’re looking to migrate from a proprietary database to an open source one. Have you tuned your environment? This is particularly true when you’re migrating to an open source database that those on your staff may or may not be intimately familiar with.

Database 107

Database Open Source Benchmarking Strategy 107

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. We want to support these systems as a source so that they can provide their data for further consumption. Using database specific features.

Database 221

Database Traffic Transportation Open Source 221

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. We want to support these systems as a source so that they can provide their data for further consumption. Figure 4— Delta Connector.

Database 206

Database Traffic Transportation Open Source 206

Percona

OCTOBER 4, 2023

Access control: Tailor access permissions for child roles based on their inheritance, ensuring a granular and secure access control strategy. Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community, in a single distribution, designed and tested to work together.

C++ 122

C++ Open Source Tuning Database 122

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. Stay tuned for more details on these algorithmic innovations. In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality.

Media 178

Media Innovation Metrics Latency 178

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.)

Open Source 137

Open Source Google Artificial Intelligence Infrastructure 137

Percona

MAY 1, 2023

Out of the box, the default PostgreSQL configuration is not tuned for any particular workload. It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. What is PostgreSQL performance tuning? Why is PostgreSQL performance tuning important?

Tuning 52

Tuning Database Efficiency Performance 52

Percona

JULY 2, 2023

In this post, we cover the methods used to achieve an enterprise-grade backup strategy for the PostgreSQL cluster. Having a backup strategy in place that takes regular backups and has secure storage is essential to protect the database in an enterprise-grade environment to ensure its availability in the event of failures or disasters.

Strategy 52

Strategy Database Storage Open Source 52

O'Reilly

APRIL 4, 2024

As Bill Janeway noted in his critique of the capital-fueled bubbles that resulted from the ultra-low interest rates of the decade following the 2007–2009 financial crisis, “ capital is not a strategy.” As Mike Loukides points out , “Smaller startups…will be priced out, along with every open-source effort.

Artificial Intelligence 94

Artificial Intelligence Open Source Innovation Transportation 94

Percona Community

JANUARY 26, 2022

Recently, Marcos Albe (Principal Support Engineer, Percona) did an online tuning on the MySQL Meetup hosted by Matt Yonkovit (Head of Open Source Strategy, Percona). Are there any possible steps to improve performance right away? Yes, there are! So, we have a very basic default MySQL installation with some workload.

Performance 52

Performance Open Source Tuning Strategy 52

Scalegrid

AUGUST 27, 2024

The software also extends capabilities allowing fine-tuning consumption parameters through QoS (Quality of Service) prefetch limits catered toward balancing load among numerous consumers, thus preventing overwhelming any single consumer entity. What is a Message Queue? Looking to optimize your RabbitMQ deployments for specific use cases?

IoT 130

IoT Ecommerce Games Scalability 130

Dynatrace

NOVEMBER 4, 2019

In order to accomplish this, one of the key strategies many organizations utilize is an open source Kubernetes environment, which helps build, deliver, and scale containerized Cloud Native applications.

Monitoring 100

Monitoring Cloud Metrics Code 100

Percona

JULY 6, 2023

Tune the random_page_cost parameter. Tune the effective_cache_size parameter. Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community in a single distribution, designed and tested to work together. Next is the table definition.

Best Practices 111

Best Practices Tuning Testing Database 111

O'Reilly

SEPTEMBER 19, 2023

You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. Isn’t it nice to uncover that in a simulated environment, where we can map out our risk mitigation strategies with calm, level heads?

Hardware 135

Hardware Storage Big Data Blockchain 135

Percona

AUGUST 27, 2018

As one of the foremost experts on MySQL strategy and optimization, Peter leveraged both his technical vision and entrepreneurial skills to grow Percona from a two-person shop to one of the most respected open source companies in the business. Peter Zaitsev co-founded Percona and assumed the role of CEO in 2006.

Open Source 63

Open Source Internet Internet Strategy 63

Percona

JULY 30, 2018

As one of the foremost experts on MySQL strategy and optimization, Peter leveraged both his technical vision and entrepreneurial skills to grow Percona from a two-person shop to one of the most respected open source companies in the business. Peter Zaitsev co-founded Percona and assumed the role of CEO in 2006.

Architecture 58

Architecture Database Open Source Internet 58

KeyCDN

SEPTEMBER 20, 2018

Let’s take a look at some of the best error monitoring tools and strategies for 2018. Not all back-end errors affect the user experience, but keeping track of them can prove helpful when tuning your app. Sentry Sentry is a bit different from the other error tracking tools in that it is open source.

Monitoring 67

Monitoring Strategy Website Google 67

Percona

APRIL 17, 2023

The main objective of this post is to share my experience over the past years tuning MongoDB and centralize the diverse sources that I crossed in this journey in a unique place. systemctl stop tuned $ systemctl disable tuned Dirty ratio The dirty_ratio is the percentage of total system memory that can hold dirty pages.

Best Practices 52

Best Practices Design Tuning Database 52

HammerDB

JANUARY 5, 2019

This post addresses some of the opinions around database benchmarking and gives the top 5 reasons why industry standard benchmarking is important and should be an essential foundation of your database engineering strategy. Portability.

Benchmarking 40

Benchmarking Database Social Media Scalability 40