Percona

OCTOBER 18, 2023

Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration. Compatibility Open source databases are designed with interoperability at their core, adhering to industry standards and offering support for a wide range of data import and export formats.

Open Source 95

Open Source Database Hardware Strategy 95

The Netflix TechBlog

DECEMBER 8, 2021

With 2021 set to be a new high for the number of data breaches , it was plainly evident that we needed to evolve how we approach our cloud infrastructure security strategy. We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure.

AWS 196

AWS Cloud Infrastructure Scalability 196

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 81

Cloud Open Source Strategy Best Practices 81

Dynatrace

OCTOBER 8, 2020

Although the adoption of serverless functions brings many benefits, including scalability, quick deployments, and updates, it also introduces visibility and monitoring challenges to CloudOps and DevOps. So please stay tuned! Why you need end-to-end observability for your AWS Lambda functions. Improved mapping and topology detection.

Lambda 294

Lambda AWS Programming Serverless 294

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume. Mantis is our go-to platform for processing operational data at Netflix.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

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. Wait…isn’t Kubernetes specifically designed to automate tasks associated with deploying clustered services? Well, yes…to a degree.

Monitoring 217

Monitoring Cloud Metrics Code 217

Percona

AUGUST 5, 2023

If you don’t have well-designed and small columns for this composite primary key, it could enlarge all of your secondary indexes. HASH partitioning HASH partitioning in MySQL divides a table into partitions based on the hash value of a designated column’s contents. Want to ensure a successful MySQL 5.7

Strategy 40

Strategy Storage Database Best Practices 40

Particular Software

JUNE 20, 2022

The key to a successful Cosmos DB system is its data partitioning strategy. Like the rows of shrubs in a hedge maze, the logical partitions that divide data must be carefully planned, because that affects the scalability of the system and defines the boundaries for logical transactions. In version 1.1

Azure 52

Azure Storage Strategy Tuning 52

Dynatrace

JULY 8, 2020

One of the promises of container orchestration platforms is to make i t easier for the developers to accelerate the deployment of their app lication s without having to worry about scalability and infrastructure dependencies. In your monitoring strategy, you need to consider a comprehensive , single-pane of glass, approach: ? .

Infrastructure 198

Infrastructure Monitoring Cloud Metrics 198

Dynatrace

JANUARY 19, 2021

The new Dynatrace AWS Lambda extension further improves enterprise-grade scalability with low memory overhead, effortless manageability, continuous automation, and granular access-permission controls that support the structures of cloud-native applications teams within large organizations. stay tuned?for functionality?in

Lambda 209

Lambda Serverless AWS Mobile 209

Edge Perspectives

AUGUST 5, 2019

Scalable learning will be the key to institutional success as we move deeper into an exponentially changing world. But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. Scalable learning. So, what’s the alternative? Let me clarify.

Strategy 17

Strategy Scalability Efficiency Programming 17

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. Wait…isn’t Kubernetes specifically designed to automate tasks associated with deploying clustered services? Well, yes…to a degree.

Monitoring 100

Monitoring Cloud Metrics Code 100

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. That is why we run a workload designed exactly for this purpose as it gives us a “benchmark” 2.

Benchmarking 40

Benchmarking Database Social Media Scalability 40

Official Blog - World Web Technology

FEBRUARY 23, 2023

With a carefully crafted SEO strategy, you can rank your website at the top of the search engine results for relevant keywords. If you are aware of the latest SEO trends for 2023 , you can amend your existing strategy and get all the benefits for your business. Stay tuned! This is how powerful SEO is. This is a fact.

Google 52

Google Traffic Social Media Website 52

Rigor

SEPTEMBER 11, 2019

Vitaly specializes in front-end development, performance optimization, and responsive design, and he has made an epic contribution to the performance industry in addition to many other technology and design-related spaces. He was also the founder and president of Mobile Portland, where he started the first community device lab.

Performance 89

Performance Education Google Website 89

Percona

JULY 30, 2018

In modern data architectures, we’re increasingly moving from single-node design systems to distributed architectures using multiple nodes – often spread across multiple databases and multiple continents. In this presentation, we will look at how we can use MySQL to engineer distributed multi-node systems. Register for the webinar.

Architecture 42

Architecture Database Open Source Internet 42

Abhishek Tiwari

JULY 12, 2018

Here are 8 fallacies of data pipeline The pipeline is reliable Topology is stateless Pipeline is infinitely scalable Processing latency is minimum Everything is observable There is no domino effect Pipeline is cost­-effective Data is homogeneous The pipeline is reliable The inconvenient truth is that pipeline is not reliable.

Latency 63

Latency Analytics Scalability Engineering 63

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 169

Media Scalability Architecture Strategy 169

The Netflix TechBlog

DECEMBER 21, 2020

This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture. Other than these principles, there are some other design considerations to support and enable: Multi-tenancy with database and table prioritization.

Storage 203

Storage Latency Efficiency Data Engineering 203

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. 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

The Netflix TechBlog

NOVEMBER 20, 2023

As our business scales globally, the demand for data is growing and the needs for scalable low latency incremental processing begin to emerge. The incremental processing solution (IPS) described here has been designed to address the above problems. There is no change to business transform logic and no re-design of ETL workflow.

Processing 210

Processing Big Data Efficiency Engineering 210

The Netflix TechBlog

NOVEMBER 24, 2023

Our creative team helps make this happen by designing promotional artwork that best represents each title featured on our platform. In the past, we have attempted to design A/B tests where we investigate one aspect of artwork at a time, often within one particular genre. For the estimation of the nuisance functions (i.e.,

Tuning 201

Tuning Design Testing Engineering 201

All Things Distributed

OCTOBER 2, 2017

We were pushing the limits of what was a leading commercial database at the time and were unable to sustain the availability, scalability and performance needs that our growing Amazon business demanded. So, we set out to build a fully hosted AWS database service based upon the original Dynamo design.

Internet 128

Internet Internet AWS Performance 128

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. However, this strategy does not work for all databases. We designed the framework to minimize database impact. Stay Tuned DBLog has additional capabilities which are not covered by this blog post, such as: Ability to capture table schemas without using locks.

Database 197

Database Traffic Transportation Open Source 197

The Netflix TechBlog

DECEMBER 17, 2019

Designed with High Availability in mind. However, this strategy does not work for all databases. We designed the framework to minimize database impact. Stay Tuned DBLog has additional capabilities which are not covered by this blog post, such as: Ability to capture table schemas without using locks.

Database 212

Database Traffic Transportation Open Source 212

SQL Server According to Bob

JANUARY 11, 2020

​​ With new ​​ innovations ​​ come ​​ new terms, designs, ​​ and ​​ algorithms. This is different from ​​ the reference count design ​​ that was ​​ used in SQL Server 7.0 and ​​ 2000.

Servers 40

Servers Cache Database Media 40

The Netflix TechBlog

MARCH 7, 2019

There are 2 major challenges to succeed in our mission: We want to democratize the platform and create a contribution model: with a developer and production deployment experience that is designed for data scientists and friendly to the stacks they use. We support data scientists to have freedom to explore research in any new direction.

Engineering 174

Engineering Design Innovation Java 174

High Scalability

NOVEMBER 25, 2019

To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. I mean that as your scale grows then design patterns and strategies that used to work 2 years ago and allowed you to go from defensive to offensive positioning may buckle under pressure or becomes cost-prohibitive.

Architecture 52

Architecture Cache Azure Storage 52