Dynatrace

OCTOBER 8, 2020

Serverless functions extend applications to accelerate speed of innovation. 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!

Lambda 283

Lambda AWS Programming Serverless 283

Dynatrace

FEBRUARY 21, 2020

When the UX team was first created at Dynatrace, our biggest challenge was imparting the value that UX design could offer the product. We are actively working on innovating how to scale the UX team and escalate the impact we can have on the company and our platform. Dynatrace news. The goal: equipping everyone with a UX-aware mindset.

Innovation 155

Innovation Design Tuning DevOps 155

Dynatrace

OCTOBER 28, 2021

Once established, chaos engineering becomes an effective way to fine tune service-level indicators and objectives, improve alerting, and build more efficient dashboards, so you know you are collecting all the data you need to accurately observe and analyze your environment. Accelerates innovation. Advances collaboration.

Engineering 214

Engineering Entertainment Cloud Infrastructure 214

Percona

DECEMBER 27, 2023

The goal is to collaboratively develop tools and programs facilitating open development and run scalable and distributed training jobs for popular frameworks such as PyTorch, TensorFlow, MPI, MXNet, PaddlePaddle, and XGBoost. This fully automated scaling and tuning will enable a serverless-like experience in our Operators and Everest.

Cloud 77

Cloud Open Source Strategy Best Practices 77

Percona

AUGUST 17, 2023

General PostgreSQL use cases In addition to being used as a backend database management system, here are other general uses of PostgreSQL software: Website applications: Because PostgreSQL can handle high volumes of data and concurrent users efficiently, it’s suitable for applications that require scalability and performance.

Open Source 77

Open Source Healthcare Social Media Database 77

Dynatrace

JANUARY 19, 2021

Serverless can accelerate innovation (and introduce blind spots). Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. stay tuned?for A single pane of glass to view trace information along with AWS CloudWatch metrics. functionality?in

Lambda 198

Lambda Serverless AWS Mobile 198

Percona

OCTOBER 18, 2023

Free of vendor lock-in Vendor lock-in refers to the loss of freedom to scale, innovate, or switch to alternatives due to dependencies on a specific database vendor. Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration.

Open Source 90

Open Source Database Hardware Strategy 90

The Netflix TechBlog

MARCH 14, 2023

User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis. Dawn Chenette , Design Lead This approach had several benefits for product engineering.

Media 291

Media Innovation Energy Architecture 291

Adrian Cockcroft

JUNE 21, 2022

I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company. This was a big jump to make, I had to wear a suit to work every day, and spend all my time paired up with a sales rep visiting customers. that a lot of people used.

Tuning 52

Tuning Benchmarking Engineering C++ 52

The Netflix TechBlog

FEBRUARY 9, 2021

We need to be constantly adapting and innovating as a result of this change. In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs.

Engineering 142

Engineering Scalability Architecture Innovation 142

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

The Netflix TechBlog

JANUARY 10, 2024

We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. 264, AV1, etc.).

Processing 229

Processing Media Latency Innovation 229

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. While building Amazon SageMaker and applying it for large-scale machine learning problems, we realized that scalability is one of the key aspects that we need to focus on. Streaming algorithms.

Scalability 159

Scalability Hardware AWS Tuning 159

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. via bug fixes).

Media 171

Media Innovation Metrics Latency 171

The Netflix TechBlog

AUGUST 17, 2023

The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) Watching every moment of content to find the best frames and select them manually takes a lot of time, and this approach is often not scalable. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View.

Media 169

Media Scalability Architecture Strategy 169

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns.

Systems 334

Systems Traffic Architecture Mobile 334

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Edge Perspectives

AUGUST 5, 2019

Scalable learning will be the key to institutional success as we move deeper into an exponentially changing world. In our research on the Big Shift that is transforming the global economy, we’ve come to believe that all our institutions will need to make a fundamental shift from a scalable efficiency model to a scalable learning model.

Strategy 17

Strategy Scalability Efficiency Programming 17

All Things Distributed

MARCH 7, 2013

Werner Vogels weblog on building scalable and robust distributed systems. s fast and easy scalability can be quickly applied to building high scale applications. We have also reduced our underlying costs through significant technical innovations from our engineering team. All Things Distributed. Comments (). As Amazonâ??s

Ecommerce 139

Ecommerce Storage Scalability Hardware 139

All Things Distributed

APRIL 9, 2015

The Amazon ML console and API provide data and model visualization tools, as well as wizards to guide you through the process of creating machine learning models, measuring their quality and fine-tuning the predictions to match your application requirements. Today Amazon Lambda is entering General Availability.

Lambda 122

Lambda Cloud IoT AWS 122

All Things Distributed

OCTOBER 2, 2017

Today marks the 10 year anniversary of Amazon's Dynamo whitepaper , a milestone that made me reflect on how much innovation has occurred in the area of databases over the last decade and a good reminder on why taking a customer obsessed approach to solving hard problems can have lasting impact beyond your original expectations.

Internet 128

Internet Internet AWS Performance 128

All Things Distributed

DECEMBER 12, 2013

We launched DynamoDB last year to address the need for a cloud database that provides seamless scalability, irrespective of whether you are doing ten transactions or ten million transactions, while providing rock solid durability and availability. Going beyond Key-Value. Start with DynamoDB.

Games 130

Games Scalability Database Retail 130

All Things Distributed

MARCH 28, 2011

Werner Vogels weblog on building scalable and robust distributed systems. What used to be only available in physical formats now often has digital equivalents and this digitalization is driving great new innovations. All Things Distributed. Music to my Ears - Introducing Amazon Cloud Drive and Amazon Cloud Player. Comments ().

AWS 138

AWS Cloud Storage Internet 138

All Things Distributed

NOVEMBER 28, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Amazon Redshift uses a variety of innovations to enable customers to rapidly analyze datasets ranging in size from several hundred gigabytes to a petabyte and more. The nodes themselves are designed specifically for data warehousing workloads. Comments ().

Cloud 164

Cloud Storage Architecture Scalability 164

All Things Distributed

OCTOBER 8, 2014

We designed DynamoDB to operate with at least 99.999% availability. Let’s now look at the history behind the service and the context for new innovations that make me think that. For DynamoDB, our primary focus was to build a fully-managed highly available database service with seamless scalability and predictable performance.

Availability 145

Availability Performance Scalability AWS 145

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

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. Composition Data Science is a curiosity driven field, and should not be unnecessarily constrained [ 1 ].

Design 174

Design Engineering 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