DZone

SEPTEMBER 4, 2023

In today's fast-paced financial landscape, where seamless data exchange is crucial for operational efficiency, the adoption of ISO 20022 has emerged as a global standard for financial messaging.

Testing 152

Testing Strategy Efficiency Processing 152

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. The pandemic, however, posed unique challenges in conducting a conventional in-lab subjective test with HDR encodes. 1) depicts the migration of traffic from fixed bitrates to DO encodes. The graphic below (Fig.

Open Source 252

Open Source Software Engineering Internet Internet 252

Percona

DECEMBER 18, 2023

For example, suppose you are tasked to migrate a well-performing, albeit aging, DBMS to a cutting-edge PostgreSQL one; how would you do it? Even differences as simple as data types can present a challenge. pgLoader can extract data from MySQL, MSSQL, Oracle, and even another PostgreSQL host. MYSQL: OS: Ubuntu 16.04

Open Source 123

Open Source Database Architecture Design 123

The Netflix TechBlog

JUNE 1, 2023

To do this, we devised a novel way to simulate the projected traffic weeks ahead of launch by building upon the traffic migration framework described here. An exception to this trend is when we redirect traffic between AWS data centers during regional evacuations, which leads to sudden spikes in traffic in multiple regions.

Traffic 342

Traffic Best Practices Systems Testing 342

The Netflix TechBlog

SEPTEMBER 8, 2020

How we migrated our Android endpoints out of a monolith into a new microservice by Rohan Dhruva , Ed Ballot As Android developers, we usually have the luxury of treating our backends as magic boxes running in the cloud, faithfully returning us JSON. Background The Netflix Android app uses the falcor data model and query protocol.

Latency 233

Latency Cache Java Traffic 233

Percona

OCTOBER 20, 2023

Open source migration can be a game-changer, offering flexibility, scalability, and cost-effectiveness. Below, we’ll explore the common pitfalls of open source migration and provide insights on how to avoid them. Common pitfalls when migrating to open source Lack of proper planning Proper is the operative word here.

Open Source 90

Open Source Database Best Practices Strategy 90

Dynatrace

FEBRUARY 28, 2024

The containers can run anywhere, whether a private data center, the public cloud or a developer’s own computing devices. Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications.

Monitoring 179

Monitoring Artificial Intelligence Performance Healthcare 179

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. Database migration is almost always time-consuming, tedious, and full of potential pitfalls. Database migration is complex Let’s start here. What is the best path to migrate?

Database 85

Database Open Source Benchmarking Strategy 85

The Netflix TechBlog

AUGUST 29, 2023

A brief history of IPC at Netflix Netflix was early to the cloud, particularly for large-scale companies: we began the migration in 2008, and by 2010, Netflix streaming was fully run on AWS. We decided on a number of constraints for the migration. Second: we wanted to automate the migration and to make it as seamless as possible.

Traffic 220

Traffic Latency Cloud C++ 220

Dynatrace

JUNE 22, 2023

That’s the task that Commander Jonathan White, Cloud and Data Branch Chief at the U.S. Accomplishing these goals through cloud migration is their current focus. He discusses the criticality of private-public partnerships and the role of the cloud in testing and comparing solutions.

Artificial Intelligence 130

Artificial Intelligence Cloud Systems Tuning 130

Percona

OCTOBER 18, 2023

Migrating a proprietary database to open source is a major decision that can significantly affect your organization. Today, we’ll be taking a deep dive into the intricacies of database migration, along with specific solutions to help make the process easier.

Open Source 94

Open Source Database Hardware Strategy 94

Dynatrace

NOVEMBER 9, 2022

Instead, teams migrate it there over time. Many organizations turn to cloud migration and cloud application modernization to gain the benefits of serverless environments, such as flexibility, scalability, and more cost-effective cloud infrastructure. . But the process of cloud migration brings complexity.

AWS 130

AWS Cloud Serverless DevOps 130

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. discussed the 85-year-old retailer’s cloud migration journey and the importance of multicloud observability at Dynatrace Perform 2023. Further, as Tractor Supply Co.

Cloud 168

Cloud Ecommerce Performance Retail 168

The Netflix TechBlog

NOVEMBER 3, 2022

We introduce a caching mechanism in the API gateway layer, allowing us to offload processing from singleton leader elected controllers without giving up strict data consistency and guarantees clients observe. Active data includes jobs and tasks that are currently running. Titus Gateway handles user requests.

Cache 224

Cache Latency Traffic Systems 224

Percona

OCTOBER 11, 2023

In this blog post, we will discuss how we can migrate data from MongoDB Atlas to self-hosted MongoDB. There are a couple of third-party tools in the market to migrate data from Atlas to Pecona Server for MongoDB (PSMDB), like MongoPush, Hummingbird, and MongoShake. It will ask for load sample data. KiB local 20.35

Database 89

Database Open Source Testing Servers 89

Dynatrace

APRIL 21, 2022

To guide organizations through their cloud migrations, Microsoft developed the Azure Well-Architected Framework. Most monitoring tools for migrations, development, and operations focus on collecting and aggregating the three pillars of observability— metrics, traces, and logs. Performance Efficiency.

Azure 184

Azure Monitoring Virtualization Metrics 184

Dynatrace

FEBRUARY 16, 2023

Yet, as organizations embark on a cloud migration journey, they face overwhelming cloud complexity and an explosion of data to manage. Yet, as organizations embark on a cloud migration journey, they are confronted with overwhelming complexity and the proliferation of data. They also need to eliminate data silos.

Analytics 168

Analytics Innovation Cloud Scalability 168

Dynatrace

SEPTEMBER 30, 2021

More organizations than ever are undertaking cloud migration as digital transformation continues to gain momentum across every industry in every region. But what does it take to migrate your existing applications to the cloud? What is cloud migration? However, it can also mean migrating from one cloud to another.

Cloud 163

Cloud Traffic Best Practices Strategy 163

Dynatrace

MAY 12, 2022

This change requires a migration which will update the last modified date for all dashboards. A heap dump is no longer produced when the session list has a large amount of data. (RUM-5590). Migrated all markdown tiles with headers that do not contain a whitespace between the “#” and the header text to include it.

Tuning 189

Tuning Metrics Cloud Mobile 189

Particular Software

SEPTEMBER 11, 2023

Migrating a message-based system from on-premises to the cloud is a colossal undertaking. If you search for “how to migrate to the cloud”, there are reams of articles that encourage you to understand your system, evaluate cloud providers, choose the right messaging service, and manage security and compliance.

Cloud 126

Cloud Systems Azure Airlines 126

Scalegrid

APRIL 28, 2020

How much can you save migrating to DigitalOcean? How can I migrate? ScaleGrid provides an Import wizard to migrate data from one cluster to another. If you have any special needs for your migration, please contact support@scalegrid.io. ms round trip time. More tips for you. Learn more.

Azure 344

Azure AWS Database Latency 344

Dynatrace

JULY 7, 2022

It’s easy to see why, with benefits such as better testing, easier deployment, faster performance, and more. While microservices vs. monolithic architecture is a common debate, organizations have other considerations, like service-oriented architecture (SOA), tools, monitoring solutions, and potential migration issues. Dynatrace news.

Architecture 196

Architecture Serverless Azure Programming 196

Dynatrace

MAY 23, 2022

Shifting from monolith to microservices makes it easier to test, develop, and release innovative features more rapidly. Data supports this shift from monolithic architecture to microservices approaches. Additionally, it will populate HTML views directed to the browser and retrieve, update, and modify data from the associated database.

Architecture 192

Architecture DevOps Monitoring Programming 192

The Netflix TechBlog

MAY 14, 2021

You’re joining tables, resolving status types, cross-referencing data manually with other systems, and by the end of it all you ask yourself why? Initial offering of Prodicle Distribution backend When we decided to migrate the asynchronous workflow to Java, we landed on these additional requirements: 1. Things got hairy.

Traffic 160

Traffic Latency Java Google 160

Dynatrace

NOVEMBER 16, 2020

Ensuring data privacy is of paramount importance. Session Replay was developed with data privacy regulations and laws (GDPR, CCPA, LGPD) foremost in mind. Our masking mechanism allows you to capture your users’ experiences while remaining compliant with the data privacy regulations of your region.

Ecommerce 182

Ecommerce Monitoring Website Tuning 182

Dynatrace

APRIL 21, 2023

Observability-driven DevOps enables state agencies to deliver higher-quality software faster MNIT can make better, data-driven release decisions by integrating observability data into the DevOps team’s delivery pipelines. IT staff from different tech disciplines can look at the same data and collaborate,” Smith said.

Innovation 179

Innovation Speed Artificial Intelligence Government 179

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. It also shows how data observability relates to business outcomes as organizations embrace generative AI. GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues.

Cache 201

Cache Azure Infrastructure Monitoring 201

Percona

AUGUST 18, 2023

Caution : It is important to verify that you are not using any specific MariaDB features before migrating to MySQL 8.0.x. I tried the in-place upgrade on my test VM for my own curiosity and got some redo log format errors/Data Dictionary errors. The logical backup/restore approach — but how to keep data in sync?

Open Source 67

Open Source Database Storage Engineering 67

Percona

FEBRUARY 20, 2023

Recently, one of our customers approached us with a unique challenge: they needed to migrate their entire PostgreSQL cluster from DigitalOcean’s Database as a Service (DBaaS) to a DigitalOcean Droplet. The reason for their migration from DBaaS to Droplets was to lower their cost.

Database 97

Database Open Source Servers Internet 97

Dynatrace

DECEMBER 6, 2022

The ability to isolate certain software capabilities makes it easier to test, preview, release, and roll back small functional increments. This approach gives teams a high degree of flexibility and control over testing, beta releases, access privileges, and feature lifecycles. make data and evidence-driven decisions.

Open Source 203

Open Source DevOps Java Code 203

The Netflix TechBlog

OCTOBER 7, 2021

At Netflix, we have significant investments in ensuring new versions of our applications are well tested. However, Netflix is available for streaming on thousands of types of devices and it is powered by hundreds of micro-services which are deployed independently, making it extremely challenging to comprehensively test internally.

Metrics 197

Metrics Mobile Testing Strategy 197

The Netflix TechBlog

NOVEMBER 9, 2022

The problem It started off as a routine migration. Thus, we expected to roughly triple throughput per instance from this migration, as 12xl instances have three times the number of vCPUs compared to 4xl instances. a contiguous chunk of data (typically 64 bytes on x86 systems) transferred to and from the cache.

Hardware 363

Hardware Cache Performance Latency 363

Percona

JUNE 1, 2023

Hello friends, on certain occasions, some clients, for whatever reason, ask us to migrate a supposedly “equivalent” brand of an engine in terms of belonging to the MySQL family or ecosystem. In this case, we will be analyzing the migration of MariaDB to Percona Server for MySQL 8 in particular. Simple, right?

Servers 74

Servers Database Testing Open Source 74

The Netflix TechBlog

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Samuel Setegne Samuel Setegne This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. For example?—?clinical

Data Engineering 130

Data Engineering Engineering Big Data Healthcare 130

The Netflix TechBlog

APRIL 26, 2022

ML algorithms can be only as good as the data that we provide to it. This post will focus on the large volume of high-quality data stored in Axion?—?our Figure 1: Netflix ML Architecture Fact: A fact is data about our members or videos. An example of data about members is the video they had watched or added to their My List.

Storage 187

Storage Design Scalability Latency 187

Dynatrace

JANUARY 26, 2024

The user group participants emphasized the need for extensive testing in AI implementation. Additionally, Dynatrace will be integral in the Coast Guard’s future cyber operations center, emphasizing the importance of data, technology, and human oversight.

Government 208

Government Artificial Intelligence Innovation Programming 208

Scalegrid

JULY 13, 2020

of PostgreSQL users are currently in the process of migrating to the RDBMS, according to the 2019 PostgreSQL Trends Report , an astounding percentage considering this is the 4th most popular database in the world. Data encryption can be achieved with advanced security plugins like pgcrypto which are available for free. Partitioning.

Open Source 244

Open Source Tuning C++ Database 244