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 Software Engineer 115

Precisely

DECEMBER 28, 2023

The concept of streaming data was born of necessity. That’s where streaming data pipelines come into play. This article explores what streaming data pipelines are, how they work, and how to build this data pipeline architecture. What is a streaming data pipeline? How do streaming data pipelines work?

Data Pipeline 91

Data Pipeline Building Kafka Big Data 91

Netflix Tech

JUNE 1, 2023

New content or national events may drive brief spikes, but, by and large, traffic is usually smoothly increasing or decreasing. Achieving this goal required extensive planning and implementation of measures to isolate the replay traffic environment from the production environment. We used Elasticsearch dashboards to analyze results.

Algorithm 136

Algorithm Metadata Kafka Systems 136

Knowledge Hut

APRIL 25, 2024

Big data technologies can be categorized into four broad categories: batch processing, streaming, NoSQL databases, and data warehouses. In general, Hadoop and Spark are good choices for batch processing, while Kafka and Storm are better suited for streaming applications. HDFS, Cassandra, Hive). log files, clickstreams).

Big Data 98

Big Data Technology NoSQL Hadoop 98

Knowledge Hut

OCTOBER 24, 2023

” They employ iterations to “develop the product through a series of repeated cycles and increments to successively add to the functionality of the product. Regular interactions with stakeholders, small batches of work, regular reviews and retrospectives improve the process and therefore, the product.

Portfolio 98

Portfolio Certification Programming Architecture 98

Knowledge Hut

APRIL 29, 2024

People are being laid-off from work due to companies suffering from financial and production losses. With video-conference resources, team members can stay connected to tasks and address general topics and events around the organization. The Coronavirus outbreak has put the world into testing times and quite a frustrating one as well.

Project 98

Project Portfolio Cloud Data Storage 98

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

Towards Data Science

APRIL 3, 2023

Building a Mental Model for Engineers and Anyone in Between Stream Processing can be handled gently and with care, or wildly, and almost out of control! How you transition from a batch mindset to a streaming mindset although can also be tricky, so let’s start small and build. You be the judge of what future you’d rather embrace.

Process 89

Process Data Lake Systems Bytes 89

Cloudera

FEBRUARY 21, 2023

SQL Stream Builder (SSB) is a versatile platform for data analytics using SQL as a part of Cloudera Streaming Analytics, built on top of Apache Flink. It enables users to easily write, run, and manage real-time continuous SQL queries on stream data and a smooth user experience. What is a data transformation?

SQL 107

SQL Kafka Raw Data Data 107

Data Engineering Weekly

MAY 16, 2023

If the Audit step succeeds, the data in the staging environment gets copied to the production. Like the staging environment, Fronting Kafka receives all the events without validation. The event routers typically follow a few characteristics Event Routers can broadcast the same events from one-to-many destinations.

Engineering 110

Engineering Kafka Data Pipeline Data Warehouse 110

Cloudera

SEPTEMBER 26, 2023

Organizations increasingly rely on streaming data sources not only to bring data into the enterprise but also to perform streaming analytics that accelerate the process of being able to get value from the data early in its lifecycle.

Kafka 89

Kafka Technology IT Government 89

Confluent

SEPTEMBER 24, 2020

Operating critical Apache Kafka® event streaming applications in production requires sound automation and engineering practices. Streaming applications are often at the center of your transaction processing and data systems, requiring […].

Kafka 143

Kafka Engineering Systems Process 143

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.

Utilities 135

Utilities Systems Architecture Coding 135

Lyft Engineering

NOVEMBER 29, 2023

It also allowed us to optimize for handling time-series data and event data at scale. Real-time Ingestion Events from our real-time analytics pipeline were configured to be sent into our internal Flink application, streamed to Kafka, and written into Druid. This was our main form of ingestion. 24 hours per ride).

Kafka 104

Kafka Data Ingestion Datasets Architecture 104

Data Engineering Weekly

APRIL 14, 2024

Every survey demonstrates an increase in productivity in software development with copilot-type tools. The highlight of the design is the unique blending of batch and real-time events with the common feature definition. This systematic approach aids in aligning various team efforts and enhances overall product development.

Data Engineering 62

Data Engineering Data Engineer Engineering Business Intelligence 62

Lyft Engineering

OCTOBER 3, 2023

We will then introduce our in-house product, Verity, and showcase how it serves as a central platform for ensuring data quality in our Hive Data Warehouse. For example, we can almost instantly validate that each record is well-formed and complete during event generation. Yet this has come at the cost of quality.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Knowledge Hut

JUNE 26, 2023

Top 4 Backend Project Ideas for Intermediate-Level Software Engineers: E-commerce marketplace application This application allows you to develop a backend system for an e-commerce marketplace where users can buy and sell products. Event management system/app In this project, we'll build an event management backend system.

Portfolio 98

Portfolio Project Food Media 98

Rockset

SEPTEMBER 26, 2023

In this post, we’ll discuss why Confluent Cloud ’s data streaming platform and Rockset’s vector search capabilities work so well to enable real-time AI app development and explore how an e-commerce innovator is using this pattern. Models may need to know about events, computed metrics, and embeddings based on locality.

Metadata 64

Metadata Kafka Cloud Database 64

Workfall

JUNE 12, 2023

Organisations harness this stream of information, leveraging it to innovate, optimise, and thrive. Types of CDC Hands-On Implement CDC in Snowflake Using Streams Conclusion What Is CDC and Its Benefits? In real-time data streaming and event-driven architectures, CDC captures data changes to trigger actions or workflows.

Telecommunication 80

Telecommunication Metadata Healthcare Finance 80

Snowflake

AUGUST 16, 2023

At Snowflake Summit, we announced a wave of product innovations: Snowpark ML Modeling API, Snowflake Native App Framework, Dynamic Tables and more. Custom Event Billing capabilities enable you to build your own pricing strategy. Data comes in a continuous manner, and often a separate architecture is required to handle streaming data.

Scala 52

Scala Transportation Kafka Data Lake 52

Snowflake

DECEMBER 21, 2023

They had plenty of data spread across multiple sources, but the time from idea to production was months, quarters or even years. We needed to combine them with data from our operational stores and event streams to deliver interactive billing reports, user notifications, AI-based services and programmatic data access.

Software Engineer 80

Software Engineer Software Engineering Database Data Pipeline 80

Rockset

APRIL 26, 2023

This is part three in Rockset’s Making Sense of Real-Time Analytics (RTA) on Streaming Data series. In part 1 , we covered the technology landscape for real-time analytics on streaming data. In part 2 we covered the differences between real-time analytics databases and stream processing. The database has two primary jobs.

Architecture 52

Architecture Transportation Data Lake Insurance 52

Snowflake

OCTOBER 9, 2023

Easily collect and store digital events directly to create a complete composable customer data platform (CDP) Marketers are increasingly leveraging the Snowflake Data Cloud as the foundation for all of their customer data analytics and activation.

Cloud 84

Cloud Building SQL Data 84

Data Engineering Weekly

MARCH 3, 2024

Here is the agenda, 1) Data Application Lifecycle Management - Harish Kumar( Paypal) Hear from the team in PayPal on how they build the data product lifecycle management (DPLM) systems. 4) Building Data Products and why should you?

Data Engineering 67

Data Engineering Data Engineer Pipeline-centric Engineering 67

Data Engineering Weekly

APRIL 30, 2023

Automated Sanity Checks It is crucial to guarantee the reliability and accuracy of ML models before deploying them to production. Intuit provides insightful information about performing a set of tests called machine learning model sanity checks in a pre-production environment. It follows a simple four-step process.

Data Engineering 62

Data Engineering Data Engineer Engineering PostgreSQL 62

Cloudera

AUGUST 31, 2020

From leading banks, and insurance organizations to some of the largest telcos, manufacturers, retailers, healthcare and pharma, organizations across diverse verticals lead the way with real-time data and streaming analytics. Success now relies on insights derived from near-real-time streaming data.

Insurance 94

Insurance Manufacturing Retail Banking 94

LinkedIn Engineering

AUGUST 3, 2023

Launching a career in iOS engineering My career started with an unexpected but exciting role as an iOS product solution engineer at an e-commerce company in Bangalore. While browsing one day, I found an opportunity at LinkedIn for a software engineer on the events team.

Building 68

Building Software Engineer Software Engineering Computer Science 68

Scott Logic

MARCH 27, 2024

Industry leaders are shifting their focus towards bringing new differentiated, highly personalised products and services to their customers. Context In March this year, I attended both the MoneyLIVE Summit and Pay360 events in London. Context In March this year, I attended both the MoneyLIVE Summit and Pay360 events in London.

Insurance 52

Insurance Banking Retail Education 52

Data Engineering Weekly

MAY 27, 2023

link] Expedia: How Expedia Reviews Engineering Is Using Event Streams as a Source Of Truth “Events as a source of truth” is a simple but powerful idea to persist the state of the business entity as a sequence of state-changing events. The key findings are German-based roles pay lower.

Data Validation 52

Data Validation Data Data Engineering Data Engineer 52

Knowledge Hut

MARCH 19, 2024

AWS Lambda AWS Lambda is a serverless computing service that enables developers to run code in response to events without needing to work with servers. It allows businesses to construct event-driven architectures and microservices in which functions are invoked by events like file uploads, database changes, or HTTP requests.

AWS 52

AWS Cloud Computing Amazon Web Services Relational Database 52

Knowledge Hut

JULY 3, 2023

Data ingestion is the method of streaming a high volume of data from various different origins to your system. It offers practical experience with streaming data, efficient data pipelines, and real-time analytics solutions. Real-time ingestion is crucial in various industries like finance, e-commerce, logistics, and healthcare.

Data Ingestion 52

Data Ingestion Pipeline-centric Google Cloud Media 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. The result is to not only boost the bottom line but also deliver products and services your customers need, when they need them, to better their lives. But it requires you to live on the edge.

Medical 115

Medical Retail Datasets Algorithm 115

Knowledge Hut

JUNE 26, 2023

He calculated the rate of inflation by following internet pricing fluctuations for products and services. A complete end-to-end stream processing pipeline is shown here using an architectural diagram. A dashboard that provides data in a graphical manner for in-depth study is the final product of this project.

Data Engineering 98

Data Engineering Data Engineer Coding Project 98

Cloudera

SEPTEMBER 30, 2022

Now, they can use DataFlow’s no-code UI to be more productive – they can quickly design new NiFi flows and then run them as functions in AWS Lambda, Azure Functions, and Google Cloud Functions. Functions runtime is best suited for event-driven, short-lived use cases . First no-code UI for serverless functions.

Google Cloud 78

Google Cloud AWS Cloud Coding 78

Confluent

MAY 13, 2019

Second, none of them yet provide the complete event streaming experience that developers need to build event-driven applications—that is, developers do not live by Kafka alone. And finally, doing that efficiently required that we work to minimize the data we had to move around on each rebalance event.

Kafka 100

Kafka Cloud Management Building 100

Snowflake

NOVEMBER 15, 2023

Register now to get access to sessions on AI and ML, Snowpark, Iceberg, streaming, Snowflake Native Apps and more. More Meetups are being added all the time—we just listed an event in Pune, India—so check out [link] to find a city near you. Here are five reasons why this year’s global virtual summit is a must-attend: 1.

Building 97

Building Accessible Accessibility IT 97

Data Engineering Weekly

MARCH 8, 2023

Close your eyes and imagine that you are the proud owner of a small e-commerce website that sells very specific products online. You have a beautiful homepage that showcases your latest products, and testimonials of happy clients, and your customers can easily navigate through your site to find what they're looking for.

Process 52

Process Data Media Data Storage 52