The Netflix TechBlog

SEPTEMBER 18, 2020

Part of our series on who works in Analytics at Netflix?—?and and what the role entails by Julie Beckley & Chris Pham This Q&A provides insights into the diverse set of skills, projects, and culture within Data Science and Engineering (DSE) at Netflix through the eyes of two team members: Chris Pham and Julie Beckley.

Analytics 223

Analytics Education Innovation Engineering 223

ScaleOut Software

JUNE 15, 2020

When analyzing telemetry from a large population of data sources, such as a fleet of rental cars or IoT devices in “smart cities” deployments, it’s difficult if not impossible for conventional streaming analytics platforms to track the behavior of each individual data source and derive actionable information in real time.

Analytics 52

Analytics IoT Lambda Big Data 52

ScaleOut Software

JUNE 15, 2020

When analyzing telemetry from a large population of data sources, such as a fleet of rental cars or IoT devices in “smart cities” deployments, it’s difficult if not impossible for conventional streaming analytics platforms to track the behavior of each individual data source and derive actionable information in real time.

Analytics 52

Analytics IoT Lambda Big Data 52

Dynatrace

DECEMBER 15, 2022

As more organizations adopt cloud-native technologies, traditional approaches to IT operations have been evolving. Complex cloud computing environments are increasingly replacing traditional data centers. In fact, Gartner estimates that 80% of enterprises will shut down their on-premises data centers by 2025. So, what is ITOps?

Artificial Intelligence 205

Artificial Intelligence DevOps Hardware Virtualization 205

ScaleOut Software

JULY 19, 2021

Real-Time Device Tracking with In-Memory Computing Can Fill an Important Gap in Today’s Streaming Analytics Platforms. The Limitations of Today’s Streaming Analytics. How are we managing the torrent of telemetry that flows into analytics systems from these devices? The list goes on.

IoT 78

IoT Analytics Big Data Architecture 78

Dynatrace

MARCH 24, 2023

Container technology enables organizations to efficiently develop cloud-native applications or to modernize legacy applications to take advantage of cloud services. Apache Mesos with the Marathon DC/OS is popular for large-scale production clusters running existing workloads on big data systems, such as Hadoop, Kafka, and Spark.

Infrastructure 188

Infrastructure Open Source Operating System Cloud 188

DZone

MAY 30, 2019

With big data on the rise and data algorithms advancing, the ways in which technology has been applied to real-world challenges have grown more automated and autonomous. Financial analysis with real-time analytics is used for predicting investments and drives the FinTech industry's needs for high-performance computing.

Artificial Intelligence 100

Artificial Intelligence Social Media FinTech Storage 100

The Netflix TechBlog

JUNE 7, 2021

Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the cloud network infrastructure to address the identified problems. Netflix software infrastructure is a large distributed ecosystem that consists of specialized functional tiers that are operated on the AWS and Netflix owned services.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics 190

Analytics Artificial Intelligence Big Data Open Source 190

Dynatrace

JULY 6, 2020

Our customers have frequently requested support for this first new batch of services, which cover databases, big data, networks, and computing. Use the technology overview and filter for Azure to access all newly added databases across all subscriptions. See the health of your big data resources at a glance.

Azure 148

Azure Cloud Big Data Virtualization 148

Dynatrace

FEBRUARY 16, 2023

The goal is to turn more data into insights so the whole organization can make data-driven decisions and automate processes. Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity.

Analytics 188

Analytics Innovation Metrics Database 188

DZone

JUNE 4, 2019

NVMe storage's strong performance, combined with the capacity and data availability benefits of shared NVMe storage over local SSD, makes it a strong solution for AI/ML infrastructures of any size. There are several AI/ML focused use cases to highlight.

Storage 100

Storage FinTech Artificial Intelligence Performance 100

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Several pain points have made it difficult for organizations to manage their data efficiently and create actual value. What’s next for Grail?

Analytics 237

Analytics Artificial Intelligence Storage Serverless 237

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130

Storage Systems Big Data Azure 130

ScaleOut Software

NOVEMBER 24, 2020

At the same time, telemetry snapshots are stored in a data lake, such as HDFS , for offline batch analysis and visualization using big data tools like Spark. This new, object-oriented software technique provides a memory-based orchestration framework for tracking and analyzing telemetry from each data source.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

ScaleOut Software

APRIL 3, 2020

Within seconds, the software performs aggregate analysis of this data for all real-time digital twins. By avoiding the need to create or connect to complex databases and ship data to offline analytics systems, it can provide timely answers quickly and easily.

Logistics 52

Logistics Analytics Scalability Cloud 52

ScaleOut Software

APRIL 3, 2020

Within seconds, the software performs aggregate analysis of this data for all real-time digital twins. By avoiding the need to create or connect to complex databases and ship data to offline analytics systems, it can provide timely answers quickly and easily.

Logistics 52

Logistics Analytics Scalability Cloud 52

All Things Distributed

SEPTEMBER 6, 2013

Shell leverages AWS for big data analytics to help achieve these goals. When Tom Tom launched the LBS platform they wanted the ability to reach millions of developers all around the world without having them invest a lot of capital upfront in hardware and building expensive data centers so turned to the cloud.

Cloud 130

Cloud Energy AWS Healthcare 130

All Things Distributed

DECEMBER 20, 2017

Take the example of industrial manufacturing: in prototyping, drafts for technologically complex products are no longer physically produced; rather, their characteristics can be tested in a purely virtual fashion at every location across the globe by using simulations. Customers provide feedback online immediately after their purchase.

Artificial Intelligence 79

Artificial Intelligence Social Media Logistics AWS 79

All Things Distributed

AUGUST 16, 2011

Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. The scalability, flexibility and the elasticity of AWS makes it an ideal environment for the agencies to run their analytics. Driving down the cost of Big-Data analytics.

AWS 113

AWS Government Big Data Cloud 113

All Things Distributed

MARCH 24, 2011

Over the past years The Next Web Conference has become a premier conference on internet life and its technologies. Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. By Werner Vogels on 24 March 2011 10:31 AM. Comments (). Spot Instances - Increased Control.

AWS 96

AWS Internet Internet Storage 96

Rigor

JANUARY 13, 2020

Take, for example, The Web Almanac , the golden collection of Big Data combined with the collective intelligence from most of the authors listed below, brilliantly spearheaded by Google’s @rick_viscomi. This book is about performance problems and the various technologies created to fight them. Time is Money. Still good.

Performance 75

Performance Social Media Website Website Performance 75

All Things Distributed

JULY 7, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 98

AWS Cloud Storage Internet 98

All Things Distributed

DECEMBER 14, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 115

AWS Latency Storage Big Data 115

All Things Distributed

AUGUST 19, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. The ideal candidate will be someone who has built and ran large scale distributed systems and/or databases. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache.

AWS 77

AWS Database Storage Scalability 77

Dynatrace

OCTOBER 4, 2022

Therefore, it contains all of an organization’s data. Generally, the storage technology categorizes data into landing, raw, and curated zones depending on its consumption readiness. In a data lakehouse model, organizations first migrate data from sources into a data lake. Data management.

Artificial Intelligence 211

Artificial Intelligence Analytics Storage Government 211

All Things Distributed

AUGUST 22, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

Cloud 117

Cloud Cache AWS Storage 117

All Things Distributed

FEBRUARY 23, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 79

AWS Storage Big Data Servers 79

All Things Distributed

MARCH 2, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 114

AWS Cloud Games Latency 114

All Things Distributed

JUNE 29, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 106

AWS Retail Innovation Strategy 106

All Things Distributed

FEBRUARY 27, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 60

AWS Storage Big Data Scalability 60

KeyCDN

OCTOBER 2, 2018

New technologies, libraries, and techniques are continuously emerging and if you want to stay on top of all these changes you will need to immerse yourself in communities, groups, and conferences all revolving around web development. Use it to find inspiration, learn how to pitch projects or simply keep up with new technologies.

Development 75

Development Website Design Code 75

All Things Distributed

JANUARY 11, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

Wireless 109

Wireless AWS Internet Internet 109

The Netflix TechBlog

JULY 26, 2021

The paradigm spans across methods, tools, and technologies and is usually defined in contrast to analytical reporting and predictive modeling which are more strategic (vs. At Netflix Studio, teams build various views of business data to provide visibility for day-to-day decision making. tactical) in nature.

Big Data 253

Big Data Government Analytics Processing 253

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. For many organizations, adopting new technologies can add to management and monitoring challenges, which can slow the pace of transformation.

Artificial Intelligence 288

Artificial Intelligence Cloud Innovation Strategy 288

All Things Distributed

SEPTEMBER 29, 2010

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 70

AWS Storage Big Data Scalability 70

All Things Distributed

JULY 11, 2011

Driving down the cost of Big-Data analytics. The Amazon.com 2010 Shareholder Letter Focusses on Technology. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache. Job Openings in AWS - Senior Leader in Database Services. No Server Required - Jekyll & Amazon S3.

AWS 87

AWS Storage Cloud Big Data 87