The Netflix TechBlog

SEPTEMBER 29, 2022

Notice the three Cosmos subsystems: Optimus, an API layer mapping external requests to internal business models, Plato, a workflow layer for business rule modeling, and Stratum, the serverless layer for running stateless and computational-intensive functions.

Latency 212

Latency Systems Media Serverless 212

Percona

DECEMBER 27, 2023

of respondents are currently utilizing databases in Kubernetes (k8s). These indicators suggest that the adoption of databases on k8s is in its early stages and is likely to continue growing in the future. This fully automated scaling and tuning will enable a serverless-like experience in our Operators and Everest.

Cloud 78

Cloud Open Source Strategy Best Practices 78

InfoQ

JUNE 26, 2023

These features are burst capacity, hierarchical partition keys, serverless container storage of 1 TB, and priority-based execution. Microsoft has recently unveiled several new features for Azure Cosmos DB to enhance cost efficiency, boost performance, and increase elasticity. By Steef-Jan Wiggers

Azure 85

Azure Serverless Performance Storage 85

Smashing Magazine

OCTOBER 5, 2021

Local Testing A Serverless API (API Gateway And Lambda). Local Testing A Serverless API (API Gateway And Lambda). This article is for anyone struggling with testing cloud services locally, and specifically for people wanting to locally test an API that uses API Gateway and Lambda, with the Serverless framework, on AWS.

Lambda 117

Lambda Serverless Testing AWS 117

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 speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

The Morning Paper

AUGUST 29, 2019

The design space. We group the DBMS design choices and tradeoffs into three broad categories, which result from the need for dealing with (A) external storage; (B) query executors that are spun on demand; and (C) DBMS-as-a-service offerings. Serverless o?erings Query performance. “ Data compatibility.

Architecture 76

Architecture Cloud Storage Serverless 76

Percona

FEBRUARY 24, 2023

In the Home Dashboard of PMM, a low CPU utilization on any of the database services that are being monitored could mean that the server is inactive or over-provisioned. From AWS documentation , Amazon EBS is an easy-to-use, scalable, high-performance block-storage service designed for Amazon EC2.

Cloud 117

Cloud Serverless AWS Storage 117

Percona

JULY 1, 2023

Now that Database-as-a-service (DBaaS) is in high demand, there are multiple questions regarding AWS services that cannot always be answered easily: When should I use Aurora and when should I use RDS MySQL ? What we should really compare is the MySQL and Aurora database engines provided by Amazon RDS. How do I choose which one to use?

AWS 52

AWS Database Serverless Storage 52

The Morning Paper

JANUARY 28, 2020

Narrowing the gap between serverless and its state with storage functions , Zhang et al., While being motivated by serverless use cases, there’s nothing especially serverless about the key-value store, Shredder , this paper reports on. In databases you probably know it as stored procedures. SoCC’19. "Narrowing

Serverless 99

Serverless Storage Latency Cloud 99

InfoQ

APRIL 9, 2024

Zahan Malkani talked during QCon London 2024 about Meta’s journey from identifying the opportunity in the market to shipping the Threads application only five months later. The company leveraged Instagram's existing monolithic architecture and quickly iterated to create a new text-first microblogging service in record time. By Rafal Gancarz

Architecture 137

Architecture Serverless Mobile Design 137

Dynatrace

JULY 7, 2022

As the demand for services grows and containerized applications deploy across multicloud environments, organizations need a more flexible, cohesive approach for designing and developing a distributed systems architecture. Additionally, typical SOA models use larger relational databases. And there is no mandatory set of tools to run it.

Architecture 203

Architecture Serverless Azure Programming 203

SQL Performance

APRIL 27, 2020

Azure SQL Database is Microsoft's database-as-a-service offering that provides a tremendous amount of flexibility. Microsoft is continually working on improving their products and Azure SQL Database is no different. HyperScale Database. Hyperscale databases are provisioned using vCores. DTU Pricing Tier.

Azure 55

Azure Database Serverless Hardware 55

KeyCDN

FEBRUARY 22, 2023

PWAs are designed to work offline, be fast, and provide a seamless user experience across different devices. Motion UI Motion UI is a design trend involving animation and other interactive elements to create a more dynamic and engaging user experience. The main benefits of serverless architecture are cost savings and scalability.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

All Things Distributed

JUNE 21, 2018

A common question that I get is why do we offer so many database products? To do this, they need to be able to use multiple databases and data models within the same application. Seldom can one database fit the needs of multiple distinct use cases. Seldom can one database fit the needs of multiple distinct use cases.

Database 167

Database AWS Games Latency 167

High Scalability

DECEMBER 21, 2018

3) Serverless will rocket. Whether it’s database or message queues it’s a really weird combo of licenses and features for hostage. Tim Bray : How to talk about [Serverless Latency] · To start with, don’t just say “I need 120ms. 202,157 flights tracked! Me : Nothing special. Don't be late.

Internet 137

Internet Internet Scalability Serverless 137

Dynatrace

NOVEMBER 10, 2022

Containers are portable, self-contained operating environments that include applications and the dependencies they need to run, such as databases, middleware, and frameworks. While there are multiple ways to define cloud-native architecture, a consensus has formed around the following characteristics: Designed for automation.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

The Morning Paper

FEBRUARY 6, 2020

Today’s paper choice is a fresh-from-the-arXivs take on serverless computing from the RISELab at Berkeley, addressing some of the limitations outlined in last year’s ‘ Berkeley view on serverless computing.’ Cloudburst’s design includes consistent mutable caches in the compute tier.

Lambda 98

Lambda Serverless Cache Latency 98

Particular Software

AUGUST 16, 2021

Is Cosmos DB serverless? Cosmos DB is the primary database service provided by Azure. Cosmos DB is a polyglot, NoSQL database that supports multiple APIs, but when people say “Cosmos DB,” they usually mean the Core (SQL) API. But what does it mean for a NoSQL database to have an SQL API? Is Cosmos DB serverless?

Azure 52

Azure Serverless Storage Database 52

The Netflix TechBlog

NOVEMBER 2, 2021

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. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations.

Media 171

Media Innovation Metrics Latency 171

Smashing Magazine

MAY 20, 2021

When evaluating whether it’s better for us to create our own platform, or to use a third-party service, there are some things that we should consider: Designing and creating authentication services is not our core skill. We won’t get into details like CSS styling or database usage. offers a way to create serverless APIs: API Routes.

Serverless 113

Serverless Servers Programming Database 113

Dynatrace

MAY 23, 2022

As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. IDC predicted, by 2022, 90% of all applications will feature microservices architectures that improve the ability to design, debug, update, and use third-party code.

Architecture 197

Architecture DevOps Monitoring Programming 197

KeyCDN

MARCH 14, 2019

Therefore, they are designed to adapt to the browser, screen size, and device specifications of the user. Serverless Applications Managing your own server is so 2018. Serverless frameworks like Nuclio let you utilize cloud technology to reduce your workload, improve scaling and save money on unused resources.

Development 101

Development Blockchain Serverless Social Media 101

High Scalability

JUNE 15, 2018

1.6x : better deep learning cluster scheduling on k8s; 100,000 : Large-scale Diverse Driving Video Database; 3rd : reddit popularity in the US; 50% : increase in Neural Information Processing System papers, AI bubble? JoeEmison : Another thing that serverless architectures change: how do you software development.

Internet 113

Internet Internet Scalability Blockchain 113

ScaleOut Software

JULY 14, 2021

The Microsoft Azure IoT ecosystem offers a rich set of capabilities for processing IoT telemetry, from its arrival in the cloud through its storage in databases and data lakes. ScaleOut’s Digital Twin Streaming Service is designed to meet this need as an integral part of the Azure IoT ecosystem.

IoT 52

IoT Azure Analytics Serverless 52

Smashing Magazine

MAY 20, 2021

When evaluating whether it’s better for us to create our own platform, or to use a third-party service, there are some things that we should consider: Designing and creating authentication services is not our core skill. We won’t get into details like CSS styling or database usage. offers a way to create serverless APIs: API Routes.

Serverless 64

Serverless Servers Programming Database 64

Enprowess

JANUARY 12, 2022

Serverless Architecture. Offers Easy Navigation & Seamless User Experience: Single page app has a simple design, and it delivers an experience like a desktop or mobile app. Its visual design pattern became a mainstream trend in web app development. Serverless Architecture. Single Page Applications (SPAs). Dark Mode.

Blockchain 59

Blockchain IoT Development Serverless 59

Dynatrace

APRIL 21, 2022

The Azure Well-Architected Framework is a set of guiding tenets organizations can use to evaluate architecture and implement designs that will scale over time. Design efficient use of your computing resources as demand changes and technologies evolves. Too much data requested from a database. Operational excellence. Reliability.

Azure 190

Azure Monitoring Virtualization Metrics 190

Dynatrace

JUNE 1, 2021

Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Telemetry data from a serverless environment is quite different from a database or a virtual machine (VM), for example, but a business still needs to normalize and centrally manage all the information as it comes in.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

ScaleOut Software

MAY 19, 2020

Application code can generate alerts, command devices, update the contextual information, and read or update databases as needed. This code can be thought of as similar to a serverless function with the major distinction that it is automatically supplied contextual information and does not have to maintain it in an external data store.

Logistics 52

Logistics IoT Analytics Azure 52

ScaleOut Software

MAY 19, 2020

Application code can generate alerts, command devices, update the contextual information, and read or update databases as needed. This code can be thought of as similar to a serverless function with the major distinction that it is automatically supplied contextual information and does not have to maintain it in an external data store.

Logistics 52

Logistics IoT Analytics Azure 52

All Things Distributed

APRIL 9, 2015

AWS has been offering a range of storage solutions: objects, block storage, databases, archiving, etc. When we designed Amazon EFS we decided to build along the AWS principles: Elastic, scalable, highly available, consistent performance, secure, and cost-effective. for a while already. Amazon Lambda.

Lambda 123

Lambda Cloud IoT AWS 123

Smashing Magazine

OCTOBER 22, 2021

On design systems, CSS/JS and UX. database and outputs the game PIN as a response. database and displayed on the “Create” page. Supabase makes it very easy to create a PostgreSQL database and access it either via one of its client libraries or via REST. More after jump! Jump to online workshops ?. and Express.

Games 94

Games Servers Database Virtualization 94

Smashing Magazine

AUGUST 3, 2023

These pages serve as a pivotal tool in our digital marketing strategy, not only providing valuable information about our services but also designed to be easily discoverable through search engines. A cornerstone of our business model lies in the development of effective landing pages. SEO is key to our success. The reportWebVitals function.

Performance 74

Performance Cache Traffic Metrics 74

Smashing Magazine

JANUARY 21, 2019

The term “component” is often used to refer both to functionality and design. Note : Brad Frost’s “ Atomic Design ” is a great methodology for identifying these common patterns and building a reusable design system. Brad Frost identifies five distinct levels in atomic design for creating design systems.

Social Media 64

Social Media Database Media Website 64

Dynatrace

NOVEMBER 29, 2021

These end-to-end traces, powered by PurePath , enable you to automatically monitor dynamic serverless functions in context to the overall application and landscape. The dynamic nature of serverless makes it difficult to identify and resolves issues in a timely manner. Dynatrace Service flow.

Lambda 216

Lambda AWS Serverless Metrics 216

Smashing Magazine

NOVEMBER 30, 2021

It’s the reason why I was able to become a developer, but every time someone visits a WordPress site out of the box, it has to make a call to a database, grabs some content, mash it into some templates, generate HTML and ship that back to the browser. I built my career on WordPress. So it’s still a house of cards.

Technology 94

Technology Technology Servers Code 94