Dynatrace

APRIL 7, 2023

Customers can use AWS Lambda Response Streaming to improve performance for latency-sensitive applications and return larger payload sizes. Customers can use response streaming to achieve the following: Improve Time to First Byte (TTFB) performance for latency-sensitive applications. Return larger payload sizes.

Lambda 224

Lambda AWS Serverless Latency 224

Dynatrace

MAY 31, 2023

Site reliability engineering (SRE) has recently become a critical discipline in recent years as the world has shifted in favor of web-based interactions. This shift is leading more organizations to hire site reliability engineers to guarantee the reliability and resiliency of their services. Mobile retail e-commerce spending in the U.

Best Practices 230

Best Practices DevOps Latency Metrics 230

The Netflix TechBlog

NOVEMBER 17, 2022

On a CPU, we leveraged oneDnn to further reduce latency. Integrating neural networks into our next-generation encoding platform The Encoding Technologies and Media Cloud Engineering teams at Netflix have jointly innovated to bring Cosmos , our next-generation encoding platform, to life. Our filter can run on both CPU and GPU.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

JANUARY 31, 2024

For production models, this provides observability of service-level agreement (SLA) performance metrics, such as token consumption, latency, availability, response time, and error count. Enterprises that fail to adapt to these innovations face extinction.

Cache 212

Cache Azure Infrastructure Monitoring 212

Dynatrace

JANUARY 18, 2023

As organizations accelerate innovation to keep pace with digital transformation, DevOps observability is becoming a critical key to success for DevOps and DevSecOps teams. This drive for speed has a cost: 22% of leaders admit they’re under so much pressure to innovate faster that they must sacrifice code quality. – blog.

DevOps 207

DevOps Best Practices Innovation Strategy 207

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Enterprise cloud architects and engineers require significant knowledge to ensure that private and public clouds work together compatibly. A hybrid cloud strategy could be your answer.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. Why is developer observability important for engineers? Manually sifting through data to answer these questions is time-consuming and takes time away from innovation.

Development 270

Development DevOps Programming Cloud 270

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. Note : you might hear the term latency used instead of response time. Both latency and response time are critical to ensure reliability. Latency typically refers to the time it takes for a single request to travel from its source to its destination.

Latency 185

Latency Website Traffic Virtualization 185

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Uploading and downloading data always come with a penalty, namely latency. Packaging has always been an important step in media processing.

Cloud 237

Cloud Media Storage Cache 237

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. Note : you might hear the term latency used instead of response time. Both latency and response time are critical to ensure reliability. Latency typically refers to the time it takes for a single request to travel from its source to its destination.

Traffic 173

Traffic Latency Website Virtualization 173

The Netflix TechBlog

FEBRUARY 18, 2022

Personalized Experience Refresh Netflix Recommendation engine continuously refreshes recommendations for every member. Scaling Policies To address the thundering herd problem and to keep latencies under acceptable thresholds, the cluster scale-up policies are configured to be more aggressive than the scale-down policies.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

FEBRUARY 24, 2021

SRE is the transformation of traditional operations practices by using software engineering and DevOps principles to improve the availability, performance, and scalability of releases by building resiliency into apps and infrastructure. Reduced latency. Investing in automation and tooling to avoid toil. SRE vs DevOps? Efficiency.

DevOps 193

DevOps Software Engineering Speed Google 193

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. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations. via bug fixes). The workflow is initiated.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

APRIL 5, 2021

You can eliminate the latency issues caused by cold starts — an increase in normal response time when a new instance receives its first request — by using edge-optimized functions that run code closer to users and other projects. AWS continues to improve how it handles latency issues. It helps SRE teams automate responses.

Lambda 186

Lambda AWS Serverless Hardware 186

High Scalability

SEPTEMBER 8, 2018

RISELabs , those wonderfully innovative folks over at Berkeley, have uplifted their Anna datatabase —a shared-nothing, thread-per-core architecture to achieve lightning-fast speeds by avoiding all coordination mechanisms—to become cloud-aware. Our monitoring engine automatically moves data between tiers based on access patterns.

Storage 199

Storage Performance AWS Efficiency 199

Dynatrace

DECEMBER 2, 2021

Properly set and defined SLOs should have error budgets that give developers space to innovate without impacting operations. Achieving 100% reliability isn’t always realistic, so using SLOs can help you figure out the balance between innovating (which could result in downtime) and delivering (which ensures users are happy).

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

The Morning Paper

NOVEMBER 10, 2019

You need a lot of software engineers and the willingness to rewrite a lot of software to entertain that idea. Here are the bombshell paragraphs: Our datacenter applications seek ever more CPU-efficient and lower-latency communication, which Pony Express delivers. The desire for CPU efficiency and lower latencies is easy to understand.

Network 92

Network Transportation Latency Entertainment 92

All Things Distributed

JUNE 20, 2017

This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2008, AWS opened a point of presence (PoP) in Hong Kong to enable customers to serve content to their end users with low latency. Since then, AWS has added two more PoPs in Hong Kong, the latest in 2016.

AWS 146

AWS Logistics Cloud Social Media 146

All Things Distributed

APRIL 4, 2017

This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2011, AWS opened a Point of Presence (PoP) in Stockholm to enable customers to serve content to their end users with low latency. As well as AWS Regions, we also have 24 AWS Edge Network Locations in Europe.

AWS 116

AWS Airlines Latency Games 116

Dynatrace

JANUARY 31, 2024

Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued. This freshness measurement can then be used by out-of-the-box Dynatrace anomaly detection to actively alert on abnormal changes within the data ingest latency to ensure the expected freshness of all the data records.

DevOps 200

DevOps Analytics Airlines Metrics 200

All Things Distributed

OCTOBER 25, 2018

The new AWS Africa (Cape Town) Region will have three Availability Zones and provide lower latency to end users across Sub-Saharan Africa. Innovative organizations in the South African public sector are using AWS to help change lives across the continent, such as Hyrax Biosciences.

AWS 167

AWS Cloud Education Programming 167

All Things Distributed

NOVEMBER 21, 2017

Redis's microsecond latency has made it a de facto choice for caching. Four years ago, as part of our AWS fast data journey, we introduced Amazon ElastiCache for Redis , a fully managed, in-memory data store that operates at microsecond latency. At Amazon, we have always focused on innovating on behalf of the customer.

Games 112

Games Retail Latency Education 112

Percona

JULY 17, 2023

1 among non-relational/document-based systems ( DB-Engines, July 2023 ). Customers miss out on the cost-effectiveness, creative freedom, and global community support (for innovation, better performance, and enhanced security) that come with open source solutions and from companies with an open source spirit. It ranks No.

Open Source 75

Open Source Database Scalability Software 75

The Netflix TechBlog

MARCH 6, 2019

Mounting object storage in Netflix’s media processing platform By Barak Alon (on behalf of Netflix’s Media Cloud Engineering team) MezzFS (short for “Mezzanine File System”) is a tool we’ve developed at Netflix that mounts cloud objects as local files via FUSE. What problem are we solving?

Media 214

Media Storage Processing Cache 214

All Things Distributed

DECEMBER 12, 2018

They can run applications in Sweden, serve end users across the Nordics with lower latency, and leverage advanced technologies such as containers, serverless computing, and more. Hemnet started using AWS more than three years ago and has now moved all of their applications and services to AWS to innovate faster and save IT costs.

AWS 124

AWS Cloud Games Serverless 124

All Things Distributed

SEPTEMBER 25, 2017

This Region will consist of three Availability Zones at launch, and it will provide even lower latency to users across the Middle East. For the new AWS infrastructure Region we will also be hiring datacenter engineers, support engineers, engineering operations managers, security specialists, and many more.

Cloud 152

Cloud Education Energy Government 152

ACM Sigarch

DECEMBER 6, 2018

Each of these categories opens up challenging problems in AI/visual algorithms, high-density computing, bandwidth/latency, distributed systems. Such innovation in AI algorithms and approaches results in an increase in model size, exponential growth in the compute needs, caching of temporal states, and multiple models to run simultaneously.

Wireless 54

Wireless IoT Analytics Architecture 54

All Things Distributed

AUGUST 20, 2015

Today, we are releasing a plugin that allows customers to use the Titan graph engine with Amazon DynamoDB as the backend storage layer. When using relational databases, traversing relationships requires expensive table JOIN operations, causing significantly increased latency as table size and query complexity grow.

Database 134

Database Logistics Availability Social Media 134

Adrian Cockcroft

NOVEMBER 18, 2019

Join Lee Packham, AWS Solutions Architect and Enrico Huijbers, AWS Software Development Engineer to find out how easy it is. OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto. based on my short eBook, Cloud for CEOs ARC335 Failure is Not an Option ?

Open Source 40

Open Source AWS Lambda Serverless 40

Adrian Cockcroft

NOVEMBER 18, 2019

Join Lee Packham, AWS Solutions Architect and Enrico Huijbers, AWS Software Development Engineer to find out how easy it is. OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto. based on my short eBook, Cloud for CEOs ARC335 Failure is Not an Option ?

Open Source 40

Open Source AWS Lambda Serverless 40

Scalegrid

JANUARY 12, 2024

These vendors serve data center players and offer advanced options, such as ScaleGrid’s engine, which ensures that different elements work well together automatically, eliminating the need for manual effort in managing heterogeneous environments. This also aids scalability down the line.

Cloud 130

Cloud Virtualization Storage Efficiency 130

All Things Distributed

MARCH 11, 2016

Marvin Theimer, Amazon Distinguished Engineer, once jokingly said that the evolution of Amazon S3 could best be described as starting off as a single engine Cessna plane, but over time the plane was upgraded to a 737, then a group of 747s, all the way to the large fleet of Airbus 380s that it is now. No gatekeepers.

AWS 144

AWS Hardware Retail Virtualization 144

The Netflix TechBlog

DECEMBER 2, 2019

Behind the scenes, Netflix engineers are constantly striving to improve the quality of your streaming service. Although our engineering stakeholders loved the statistical insights, obtaining them was time consuming and inconvenient. Also, the estimates and p-values for both bootstrapping techniques were not practically different.

Metrics 143

Metrics Strategy Efficiency Testing 143

The Netflix TechBlog

DECEMBER 2, 2019

Behind the scenes, Netflix engineers are constantly striving to improve the quality of your streaming service. Although our engineering stakeholders loved the statistical insights, obtaining them was time consuming and inconvenient. Also, the estimates and p-values for both bootstrapping techniques were not practically different.

Metrics 140

Metrics Strategy Efficiency Testing 140

All Things Distributed

JANUARY 18, 2012

Amazon DynamoDB offers low, predictable latencies at any scale. This is not just predictability of median performance and latency, but also at the end of the distribution (the 99.9th percentile), so we could provide acceptable performance for virtually every customer. Another important requirement for Dynamo was predictability.

Scalability 167

Scalability Database Ecommerce Latency 167

All Things Distributed

NOVEMBER 15, 2010

Today Amazon Web Services takes another step on the continuous innovation path by announcing a new Amazon EC2 instance type: The Cluster GPU Instance. We believe that making these GPU resources available for everyone to use at low cost will drive new innovation in the application of highly parallel programming models. Comments ().

AWS 136

AWS Latency Programming Architecture 136

The Netflix TechBlog

DECEMBER 2, 2019

Behind the scenes, Netflix engineers are constantly striving to improve the quality of your streaming service. Although our engineering stakeholders loved the statistical insights, obtaining them was time consuming and inconvenient. Also, the estimates and p-values for both bootstrapping techniques were not practically different.

Metrics 130

Metrics Strategy Efficiency Testing 130