Netflix Tech

MAY 4, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This approach has a handful of benefits.

Utilities 135

Utilities Systems Architecture Coding 135

Lyft Engineering

JUNE 28, 2023

However, streaming data was not supported as a first-class citizen across many of the platform’s systems — such as training, complex monitoring, and others. While several teams were using streaming data in their Machine Learning (ML) workflows, doing so was a laborious process, sometimes requiring weeks or months of engineering effort.

Machine Learning 115

Machine Learning Building Metadata Kafka 115

Lyft Engineering

NOVEMBER 29, 2023

This is crucial for use cases like market signaling and forecasting which benefit from, and depend upon, the most up-to-date information. In this particular blog post, we explain how Druid has been used at Lyft and what led us to adopt ClickHouse for our sub-second analytic system. An example of how we use Druid rollup at Lyft.

Kafka 104

Kafka Data Ingestion Datasets Architecture 104

Striim

NOVEMBER 8, 2023

Data Mesh is revolutionizing event streaming architecture by enabling organizations to quickly and easily integrate real-time data, streaming analytics, and more. Data Mesh is a revolutionary event streaming architecture that helps organizations quickly and easily integrate real-time data, stream analytics, and more.

Architecture 52

Architecture Generalist Government Datasets 52

Cloudera

SEPTEMBER 30, 2022

The flow is only executed when an event triggers the function, offering a very efficient way of deploying event-driven use cases without requiring developers to expend valuable resources on operational responsibilities. Functions runtime is best suited for event-driven, short-lived use cases . DataFlow Deployments.

Google Cloud 82

Google Cloud AWS Cloud Coding 82

Data Engineering Weekly

AUGUST 6, 2023

I can't contain my excitement; I know you can't either. 😃🎊 Click here to Register for DEWCon - 2023 → 🤺Hot Take on The Great Orchestration Battle for Data Land ⚔️ Last week a sequence of blog posts revealed the underlying ambition of the data orchestration companies. See how it works today.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Knowledge Hut

MARCH 19, 2024

I will explore the top 10 AWS applications and their use cases in this blog. But these benefits are common to all: Scalability : AWS provides almost unlimited scalability, enabling organizations to grow or shrink their resources as needed. AWS is the gold standard of Cloud Computing and has some reasons for it. What is AWS?

AWS 52

AWS Cloud Computing Amazon Web Services Relational Database 52

Cloudera

SEPTEMBER 15, 2021

That’s where you find the ability to empower IoT devices to respond to events in real time by capturing and analyzing the relevant data. As Bernard Marr , a futurist and technology consultant, explained in a Cloudera digital event , that today’s datasets have a short shelf life. But it requires you to live on the edge.

Medical 120

Medical Retail Datasets Algorithm 120

ProjectPro

FEBRUARY 8, 2023

Apache Kafka is the most widely used open-source stream-processing solution for gathering, processing, storing, and analyzing large amounts of data. The platform has many benefits, including building data pipelines , using real-time data streams, supporting operational analytics, and integrating data from various sources.

Kafka 52

Kafka Banking Medical Healthcare 52

Data Engineering Podcast

JUNE 14, 2021

In this episode Paige Roberts explains the benefits of pushing the machine learning processing into the database layer and the approach that Vertica has taken for their implementation. Typically this means downloading files from object storage, or querying a database. RudderStack’s smart customer data pipeline is warehouse-first.

Machine Learning 100

Machine Learning Database Data Warehouse Hadoop 100

Cloudera

APRIL 6, 2022

This blog post was written by Elizabeth Howell, Ph.D There are many companies and space agencies out there using AI to parse information quickly on fast-moving events such as climate-change related wildfires or flooding. as a guest author for Cloudera. . The observatory launched Dec. How to store and analyze data in space.

Big Data 102

Big Data Machine Learning Medical Insurance 102

Data Engineering Podcast

NOVEMBER 26, 2019

Summary The team at Sentry has built a platform for anyone in the world to send software errors and events. You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data management.

Data Warehouse 100

Data Warehouse Building PostgreSQL Kafka 100

Cloudera

AUGUST 26, 2020

Live data-streaming offers businesses exciting new opportunities to transform the way they operate, leveraging real-time insights to drive better decision making and enhance operational efficiency. Hello Dinesh, thank you for joining us for Part II of our Q&A on streaming data. How does that happen in near real-time?

Banking 84

Banking Data Ingestion Kafka Data Lake 84

Cloudera

DECEMBER 9, 2022

Existing NiFi users can now bring their NiFi flows and run them in our cloud service by creating DataFlow Deployments that benefit from auto-scaling, one-button NiFi version upgrades, centralized monitoring through KPIs, multi-cloud support, and automation through a powerful command-line interface (CLI). Enabling self-service for developers.

Designing 99

Designing Coding Google Cloud AWS 99

Cloudera

JANUARY 20, 2021

Most of what is written though has to do with the enabling technology platforms (cloud or edge or point solutions like data warehouses) or use cases that are driving these benefits (predictive analytics applied to preventive maintenance, financial institution’s fraud detection, or predictive health monitoring as examples) not the underlying data.

Manufacturing 108

Manufacturing Data Warehouse Kafka Retail 108

Netflix Tech

AUGUST 30, 2021

By Benson Ma , Alok Ahuja Introduction At Netflix, hundreds of different device types, from streaming sticks to smart TVs, are tested every day through automation to ensure that new software releases continue to deliver the quality of the Netflix experience that our customers enjoy. In this blog post, we will focus on the latter feature set.

Management 85

Management Kafka Transportation Cloud 85

Confluent

JULY 11, 2019

Reading, writing, and transforming data in Apache Kafka ® using KSQL is an effective way to rapidly deliver event streaming applications for clients (e.g., streaming insurance events ). To inspire and help developers embrace this fantastic event streaming technology, Stéphane Maarek and I authored a new KSQL course.

Kafka 83

Kafka Insurance SQL Architecture 83

Cloudera

JANUARY 5, 2021

Streaming or real-time data from on-vehicle sensors, shelf, or point of sale are leveraged along with historical archives of consumer purchase behavior or inventory stock levels. Both data-in-motion and data-at-rest are leveraged to drive retail’s supply chain agility. Including new data sources like demand signals (e.g.

Retail 93

Retail Unstructured Data Big Data Machine Learning 93

Data Engineering Podcast

SEPTEMBER 22, 2019

You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data management.For even more opportunities to meet, listen, and learn from your peers you don’t want to miss out on this year’s conference season.

AWS 100

AWS Google Cloud Cloud Storage Data Lake 100

Data Engineering Podcast

DECEMBER 22, 2019

To address that need more completely the team at Materialize has created an engine that allows for building queryable views of your data as it is continually updated from the stream of changes being generated by your applications. Data warehouses are optimized for batched writes and complex analytical queries.

SQL 100

SQL Building Engineering Java 100

Data Engineering Podcast

AUGUST 24, 2020

You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data platforms. Go to dataengineeringpodcast.com/conferences to check out the upcoming events being offered by our partners and get registered today!

Metadata 100

Metadata Management Kafka Data Engineering 100

Cloudera

FEBRUARY 17, 2021

Streaming data (or data-in-motion) is one such technology space that thrived during these times. Cloudera DataFlow (CDF), the industry’s leading real-time streaming data platform, was truly at the frontlines helping our customers find clarity with their data during these dark times.

Kafka 61

Kafka Food Manufacturing Healthcare 61

Knowledge Hut

MARCH 19, 2024

In this blog, Here we are to help you choose the right career. Career Options After 12th Science The scientific stream provides a vibrant professional environment rich in specializations and chances for exploration. ” Students seek their 12th standard in science as these are the prospective disciplines that most appeal to them.

Medical 98

Medical Hospitality Education Healthcare 98

Edureka

MAY 31, 2023

Enter Azure Stream Analytics, a game-changer for industrial tech companies. This powerful tool seamlessly integrates with IoT devices, sensors, and other data sources, enabling companies to process, analyze, and take action on streaming data in real time. But fear not!

Project 52

Project Manufacturing Retail Data Lake 52

Knowledge Hut

JANUARY 31, 2024

To know more about ITIL standards, CMBD, and ITIL learning paths, read the blog. Organizations and People Information and Technology Partners and Suppliers Value Streams and Processes Here is a quick view of the ITIL SVS, also called SVC(Service Value Chain). It is virtually the backbone of business operations and delivery.

Process 52

Process Certification Telecommunication Database 52

Netflix Tech

MAY 21, 2022

We are excited to share a sneak peek of the event with you in this blog post through selected examples of the talks, giving a behind the scenes look at our community and the breadth of causal inference at Netflix. We look forward to connecting with you through a future external event and additional blog posts!

Entertainment 87

Entertainment Machine Learning Algorithm Deep Learning 87

DoorDash Engineering

OCTOBER 17, 2023

The term itself conjures a sense of rigor, validity, and trust. Yet as powerful as experimentation is, its integrity can be compromised by overlooked details and unforeseen challenges. One of these challenges is sample ratio mismatch, or SRM. At DoorDash, we constantly innovate and experiment.To split — more than enough to trigger an SRM failure.

Education 87

Education Kafka Algorithm Data Warehouse 87

Knowledge Hut

JANUARY 31, 2024

There are many benefits of incorporating the ITIL framework into an organization as it can improve the quality of IT services. But this blog mainly talks about the value of ITIL certification for project managers. Provides project managers with the skills to tackle issues and unforeseen events.

Certification 52

Certification Project Management Utilities 52

Rockset

JULY 28, 2022

There are other options: You can bifurcate data coming in, splitting the data into multiple streams that can be sent to multiple data sources. CDC enables true real-time analytics on your application data, assuming the platform you send the data to can consume the events in real time.

MongoDB 52

MongoDB Kafka NoSQL Data Lake 52

Knowledge Hut

NOVEMBER 8, 2023

In this blog, you will understand the role of a SAFe Product Owner, and how it relates to that of a Scrum Product Owner. PI Planning The PO plays a significant role as a member of the larger Product Management team and has to participate in the events during Program Increment (PI) planning. © Scaled Agile, Inc.  

Programming 52

Programming Certification Project Management 52

Data Engineering Podcast

OCTOBER 7, 2019

You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data management. Upcoming events include the combined events of the Data Architecture Summit and Graphorum, the Data Orchestration Summit, and Data Council in NYC.

Structured Data 100

Structured Data Cloud SQL Programming Language 100

Netflix Tech

MAY 1, 2019

by Guillaume du Pontavice, Phill Williams and Kylee Peña (on behalf of our Streaming Algorithms, Audio Algorithms, and Creative Technologies teams) Remember the epic opening sequence of Stranger Things 2 ? Most conversations about streaming quality focus on video. channel stream, as well as audible degradation of high frequencies.

Engineering 109

Engineering Algorithm Media Entertainment 109

Confluent

FEBRUARY 6, 2019

The blog posts How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka and Using Apache Kafka to Drive Cutting-Edge Machine Learning describe the benefits of leveraging the Apache Kafka ® ecosystem as a central, scalable and mission-critical nervous system. Data scientists love Python, period.

Machine Learning 106

Machine Learning Python Kafka Java 106

Rockset

MARCH 10, 2022

We'll be publishing more posts in the series in the near future, so subscribe to our blog so you don't miss them! To deliver real-time analytics, companies need a modern technology infrastructure that includes these three things: A real-time data source such as web clickstreams, IoT events produced by sensors, etc.

Data Analytics 52

Data Analytics Data Warehouse Medical MySQL 52

Cloudera

OCTOBER 14, 2020

The objective of this blog is to show how to use Cloudera Machine Learning (CML) , running Cloudera Data Platform (CDP) , to build a predictive maintenance model based on advanced machine learning concepts. Introduction. Airlines, in just the U.S. Flying is not inherently dangerous, but the consequence of a failure is catastrophic.

Machine Learning 98

Machine Learning Building Engineering Transportation 98

Data Engineering Weekly

DECEMBER 21, 2022

Any blog is incomplete if it does not include a Gartner prediction, so let’s start with one. ” Once again, the Agile data blog captures the growing gap in the advancement of software engineering and how the data management gap increases the cultural mismatch. Why is it so?

Data Engineering 57

Data Engineering Data Engineer Engineering Hadoop 57

Netflix Tech

OCTOBER 7, 2021

However, Netflix is available for streaming on thousands of types of devices and it is powered by hundreds of micro-services which are deployed independently, making it extremely challenging to comprehensively test internally. At Netflix, we have significant investments in ensuring new versions of our applications are well tested.

Data Pipeline 79

Data Pipeline Engineering Designing Systems 79