AWS, Infrastructure, Latency and Training - Technology Performance Pulse

Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems

Systems Media Cache Open Source

Ciao Milano! – An AWS Region is coming to Italy!

All Things Distributed

NOVEMBER 13, 2018

Today, I am happy to announce our plans to open a new AWS Region in Italy! The AWS Europe (Milan) Region is the 25th AWS Region that we've announced globally. It's the sixth AWS Region in Europe, joining existing regions in France, Germany, Ireland, the UK, and the new Region that we recently announced in Sweden.

AWS

AWS Energy Automotive Traffic

Expanding the Cloud: Introducing the AWS Asia Pacific (Seoul) Region

All Things Distributed

JANUARY 6, 2016

In November, Amazon Web Services announced that it would launch a new AWS infrastructure region in South Korea. For example, Samsung Electronic Printing used AWS to deploy its Printing Apps Center in a way that didn’t require them to invest up-front capital and kept total costs quite low.

AWS

AWS Cloud Games Latency

As-Salaam-Alaikum: The cloud arrives in the Middle East!

All Things Distributed

SEPTEMBER 25, 2017

Today, I am excited to announce plans for Amazon Web Services (AWS) to bring an infrastructure Region to the Middle East! This move is another milestone in our global expansion and mission to bring flexible, scalable, and secure cloud computing infrastructure to organizations around the world.

Cloud

Cloud Education Energy Government

What is cloud migration?

Dynatrace

SEPTEMBER 30, 2021

Cloud services platforms like AWS, Azure, and GCP are reshaping how organizations deliver value to their customers, making cloud migration an increasingly attractive option for running applications. Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services.

Cloud

Cloud Traffic Best Practices Strategy

Unlocking Enterprise systems using voice

All Things Distributed

MARCH 12, 2018

At Amazon, we are heavily invested in machine learning (ML), and are developing new tools to help developers quickly and easily build, train, and deploy ML models. When we released Amazon Alexa, our intelligent, cloud-based voice service, we built its voice technology on the AWS Natural Language Processing platform powered by ML algorithms.

Systems

Systems AWS Games Transportation

Expanding the AWS Cloud – An AWS Region is coming to South Africa!

All Things Distributed

OCTOBER 25, 2018

Expanding the AWS Cloud—An AWS Region is coming to South Africa! Today, I am excited to announce our plans to open a new AWS Region in South Africa! AWS is committed to South Africa's transformation. This news marks the 23rd AWS Region that we have announced globally. We have a long history in South Africa.

AWS

AWS Cloud Education Programming

A 5G future

O'Reilly

DECEMBER 2, 2019

For applications like communication between AVs, latency–how long it takes to get a response–is more likely to be a bigger limitation than raw bandwidth, and is subject to limits imposed by physics. There are impressive estimates for latency for 5G, but reality has a tendency to be harsh on such predictions.

Wireless

Wireless Serverless IoT Artificial Intelligence

Expanding the AWS Cloud – Introducing the AWS Europe (Stockholm) Region

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, I'm happy to announce that the AWS Europe (Stockholm) Region, our 20th Region globally, is now generally available for use by customers. Public sector.

AWS

AWS Cloud Games Serverless

Evolution of ML Fact Store

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage

Storage Design Scalability Latency

What Is a Workload in Cloud Computing

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Additionally.

Cloud

Cloud Virtualization Storage Efficiency

Accelerate Machine Learning with Amazon SageMaker

All Things Distributed

NOVEMBER 29, 2017

Though the AWS Cloud gives you access to the storage and processing power required for ML, the process for building, training, and deploying ML models has unique challenges that often block successful use of this powerful new technology. The challenges begin with collecting, cleaning, and formatting training data.

Tuning

Tuning AWS Scalability Infrastructure

O’Reilly serverless survey 2019: Concerns, what works, and what to expect

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

Serverless Architecture FinTech Infrastructure

How We Optimized Performance To Serve A Global Audience

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. This proximity significantly reduces the time it takes for the data to travel from the server to the user, thus reducing latency and improving load times. LCP in seconds.

Performance

Performance Cache Traffic Metrics

Technology Performance Pulse

Supporting Diverse ML Systems at Netflix

Ciao Milano! – An AWS Region is coming to Italy!

Trending Sources

Expanding the Cloud: Introducing the AWS Asia Pacific (Seoul) Region

As-Salaam-Alaikum: The cloud arrives in the Middle East!

What is cloud migration?

Unlocking Enterprise systems using voice

Expanding the AWS Cloud – An AWS Region is coming to South Africa!

A 5G future

Expanding the AWS Cloud – Introducing the AWS Europe (Stockholm) Region

Evolution of ML Fact Store

What Is a Workload in Cloud Computing

Accelerate Machine Learning with Amazon SageMaker

O’Reilly serverless survey 2019: Concerns, what works, and what to expect

How We Optimized Performance To Serve A Global Audience

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