The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. Given the infrastructure space for RL approaches is still relatively nascent, we wanted to understand what others in the community are doing in this space.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

The Netflix TechBlog

OCTOBER 15, 2019

Data Pipeline using Delta In the following sections, we are going to describe the Delta-Connector that connects to a datastore and publishes CDC events to the Transport Layer, which is a real-time data transportation infrastructure routing CDC events to Kafka topics. Queue 17, 1, pages 40 (February 2019), 21 pages.

Transportation 192

Transportation Architecture Processing Storage 192

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. Given the infrastructure space for RL approaches is still relatively nascent, we wanted to understand what others in the community are doing in this space.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Alex Russell

JUNE 22, 2022

And then you need infrastructure; lots of it. This market then funds all of the R&D and operational costs of search engines, including "traffic acquisition costs" like browser default placement deals. [2]. When regulators and legislators began asking questions in 2019, a response was required.

Engineering 110

Engineering Traffic Government Google 110

Testsigma

AUGUST 24, 2021

54.18% of the global internet traffic is driven by mobile. Worldwide mobile app revenue in 2019 stood at 462 bn USD. You don’t want to pay for extra infrastructure. The infrastructure you use can be scaled up and down according to your needs. Some stats to prove that (according to Statista here and here ): 1. bn in 2016.

Testing 52

Testing Mobile Internet Internet 52

The Morning Paper

OCTOBER 4, 2020

The study is based on one of the world’s first commercial 5G network deployments (launched in April 2019), a 0.5 Unsurprisingly, the more network traffic and hence the more you’re using the radio, the more power 5G consumes. km university campus. It accounted for 55.18% of the total energy budget of the phone!

Energy 130

Energy Latency Performance Network 130

Testsigma

JANUARY 29, 2021

As per April 2019 data of Statistica[1], the global mobile population accounted for 4 billion unique users. That’s not all, the global mobile traffic is expected to increase sevenfold between 2017 and 2022. The daily media consumption on mobile devices has grown by 504 percent since 2011[2]. Testsigma also supports integration with: i.

Website 98

Website Mobile Testing Strategy 98

The Netflix TechBlog

NOVEMBER 2, 2020

How viewers are able to watch their favorite show on Netflix while the infrastructure self-recovers from a system failure By Manuel Correa , Arthur Gonigberg , and Daniel West Getting stuck in traffic is one of the most frustrating experiences for drivers around the world. CRITICAL : This traffic affects the ability to play.

Traffic 252

Traffic Metrics Infrastructure Architecture 252

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. In our analysis, we assigned experience levels to our respondents for some of the survey questions. Industries of survey respondents.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

Apica

MAY 10, 2019

2019 will go down as the year when giants collided over who is streaming the right content to win the growing market demand and dollars. One thing is clear: when planning for the consumer experience to be simple and easy to use, the backend infrastructure and performance becomes much more complicated.

Testing 40

Testing Performance Social Media Wireless 40

Dynatrace

APRIL 30, 2021

Despite this increase, Dynatrace’s observability capabilities enabled SAP to reduce the amount of downtime Commerce Cloud customers collectively experienced, from 50 hours in the 2019 holiday season, to just six hours in the same period of 2020. You can see the traffic reaching each milestone of an online shopping journey.

Retail 242

Retail Cloud Monitoring Hardware 242

O'Reilly

DECEMBER 2, 2019

5G enthusiasts frequently say it’s an enabling technology for autonomous vehicles (AV), which will need high bandwidth to download maps and images, and perhaps even to communicate with each other: AV heaven is a world in which all vehicles are autonomous and can therefore collaboratively plan traffic. Upcoming events.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

The Netflix TechBlog

MAY 14, 2021

Prodicle Distribution Our service is required to be elastic and handle bursty traffic. In late 2019, our team started integrating it with the rest of the ecosystem by writing a thin Java Domain graph service (DGS) to wrap the asynchronous watermarking functionality that was then in Ruby on Rails. Things got hairy.

Traffic 160

Traffic Latency Java Google 160

The Netflix TechBlog

SEPTEMBER 13, 2021

Historically we have been responsible for connecting, routing, and steering internet traffic from Netflix subscribers to services in the cloud. During our initial consultations, it was clear that developers preferred prioritizing product work over security or infrastructure improvements.

Internet 220

Internet Internet Cloud Traffic 220

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Blocking write traffic by locking tables. Writing events to any output.

Database 212

Database Traffic Transportation Open Source 212

The Netflix TechBlog

DECEMBER 17, 2019

Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Blocking write traffic by locking tables. Writing events to any output.

Database 197

Database Traffic Transportation Open Source 197

All Things Distributed

DECEMBER 12, 2018

In April 2017, Amazon Web Services announced that it would launch a new AWS infrastructure region Region in Sweden. Today, we add to that presence with an infrastructure Region in Stockholm with three Availability Zones. For VR, this is a journey that is already one-third complete and expected to be finished by the end of 2019.

AWS 124

AWS Cloud Games Serverless 124

CSS - Tricks

NOVEMBER 1, 2019

The FCP distribution for the 10th, 50th and 90th percentile values as reported on August 1, 2019. TTI distribution for the 10th, 50th and 90th percentile values as reported on August 1, 2019. TTFB mobile speed distribution (CrUX, July 2019). FCP mobile speed distribution (CrUX, July 2019). First Contentful Paint.

Speed 46

Speed Mobile Metrics Scalability 46

Rigor

SEPTEMBER 3, 2019

It’s about ensuring that your front-end is also working perfectly, that your site can deliver a delightful experience to your users or customers, and that it is functional – even when it’s experiencing up to seven or more times the typical traffic load. They seem to have learned from their mistakes for Prime Day 2019.).

Website 74

Website Cache Ecommerce Traffic 74

Percona

JULY 7, 2023

No single point of failure (SPOF): If the failure of a database infrastructure component could cause downtime, that component is considered an SPOF. Also, in general terms, a high availability PostgreSQL solution must cover four key areas: Infrastructure: This is the physical or virtual hardware database systems rely on to run.

Availability 83

Availability Open Source Architecture Database 83

The Morning Paper

JULY 4, 2019

In this type of environment, there are many potential sources of failure, stemming from the infrastructure itself (e.g. Automating chaos experiments in production Basiri et al., Are you ready to take your system assurance programme to the next level? Netflix’s system is deployed on the public cloud as complex set of interacting microservices.

Latency 77

Latency Engineering Metrics Traffic 77

Dynatrace

NOVEMBER 20, 2019

Having released this functionality in an Early Adopter Release with OneAgent version 1.173 and Dynatrace version 1.174 back in August 2019, we’re now happy to announce the General Availability of OneAgent full-stack monitoring for Linux on the IBM Z platform, sometimes informally referred to as Z/Linux. Dynatrace news.

Availability 31

Availability Hardware Java Tuning 31

Dynatrace

AUGUST 8, 2019

At Dynatrace, where we provide a software intelligence platform for hybrid environments (from infrastructure to cloud) we see a growing need to measure how mainframe architecture and the services running on it contribute to the overall performance and availability of applications. Full-stack and cloud-infrastructure monitoring modes.

Availability 25

Availability Hardware Java Tuning 25

Smashing Magazine

JULY 29, 2019

2019-07-29T14:00:59+02:00. 2019-07-29T13:06:57+00:00. But there are parts of the world where mobile data is prohibitively expensive, and where there is little or no broadband infrastructure. But even countries with good established broadband infrastructure have so-called ‘not-spots’. Chris Ashton. respectively.

Cache 96

Cache Google Mobile Network 96

Alex Russell

MARCH 6, 2021

India has been the epicentre of smartphone growth in recent years, owing to the sheer size of its market and an accelerating shift away from feature phones which made up the majority of Indian mobile devices until as late as 2019. So what did $150USD fetch in 2019? The smooth, dulcet tones of 2019's Moto E6. " package.

Performance 124

Performance Network Cache Metrics 124

Enprowess

JANUARY 12, 2022

According to Ericsson’s analysis, international mobile data traffic is projected to become 4.5 Use in traffic systems: Using IoT technology, delivery, traffic or transportation tracking, asset tracking, inventory control, customer management, and individual order tracking can be more cost-effective with the right tracking system.

Blockchain 59

Blockchain IoT Development Serverless 59

SQL Server According to Bob

DECEMBER 18, 2018

Testing shows that by using the Fua bit with the data, write request can reduce the I/O traffic by ~50% for a SQL Server, write-intensive workload. The repeated use of a write request followed by a flush request may be detrimental to performance and will increase traffic on the I/O bus. using SQL Server 2019 CTP 2.2. RWF_ODSYNC.

Servers 90

Servers Media Cache Storage 90

The Morning Paper

FEBRUARY 4, 2020

arXiv 2019. For example, traffic routing apps such as Waze can end up worsening congestion for all. The authors use route planning software to figure out local road changes (specifically, what slowdown in local traffic) is required to prevent Waze from sending traffic through the town. ’ Kulynych, Overdorf, et al.,

Technology 100

Technology Technology Traffic Government 100

Smashing Magazine

JANUARY 11, 2021

CrUX generates an overview of performance distributions over time, with traffic collected from Google Chrome users. But account for the different types and usage behaviors of your customers (which Tobias Baldauf called cadence and cohorts ), along with bot traffic and seasonality effects. You can create your own on Chrome UX Dashboard.

Performance 145

Performance Cache Media Metrics 145

Smashing Magazine

JANUARY 6, 2020

For Mac OS, we can use Network Link Conditioner , for Windows Windows Traffic Shaper , for Linux netem , and for FreeBSD dummynet. Geekbench CPU performance benchmarks for the highest selling smartphones globally in 2019. Happy performance results in 2019, everyone! Large preview ). Large preview ). Properly deploy HTTP/2.

Performance 145

Performance Cache Network Metrics 145