Engineering at Meta

SEPTEMBER 7, 2023

We’re introducing Arcadia, Meta’s unified system that simulates the compute, memory, and network performance of AI training clusters. Arcadia gives Meta’s researchers and engineers valuable insights into the performance of AI models and workloads in an AI cluster – enabling data-driven decision making in the design of AI clusters.

Systems 103

Systems Architecture Utilities Designing 103

Lyft Engineering

JUNE 28, 2023

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. 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.

Machine Learning 115

Machine Learning Building Metadata Kafka 115

Data Engineering Podcast

MARCH 18, 2023

He also explains why data security is distinct from application security and some methods for reducing the challenge of working across different data systems. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Join in with the event for the global data community, Data Council Austin.

Data Security 130

Data Security Machine Learning Data Science Metadata 130

Knowledge Hut

APRIL 18, 2023

It simplifies the development of complicated user interfaces by letting developers design reusable UI components. React is popular among web developers/designers because it provides a modular approach to building user interfaces, making it easier to manage and maintain large codebases. When it comes to React vs Node.js While Node.js

Architecture 97

Architecture Coding Database Programming 97

Knowledge Hut

DECEMBER 22, 2023

Incorporating voice-responsive design elements and voice-activated navigation for seamless interaction with the website. Benefits: Simplified User Experience Faster Loading Times Mobile-Friendly Design Storytelling and Visual Impact Examples: Single-page portfolios showcasing an individual's or company's work and achievements.

Entertainment 105

Entertainment Utilities Machine Learning AWS 105

Data Engineering Weekly

FEBRUARY 25, 2024

Regarding which city to host the DEWCon event, Berlin and Amsterdam got an almost equal vote!! Our India event was a huge success because we kept the focus on practitioners, not vendors. link] Though the online events are amazing, nothing can match the in-person networking and learning from each other.

Data Engineering 62

Data Engineering Data Engineer Engineering Kafka 62

Knowledge Hut

APRIL 16, 2024

Scrum prescribes events / ceremonies and specific roles within the team in order to achieve alignment and agility. Scrum Master – Facilitates and orchestrates the various Scrum events, guides the team to align with S crum values and principles. Test Driven Development Test before code is religiously practiced.

IT 52

IT Coding Programming Designing 52

Data Engineering Weekly

MARCH 24, 2023

All Successful Data-Driven organizations have one thing in common; They have a high-quality & efficient data creation process. A business process or workflow engine is a software system that enables businesses to execute well-defined steps to complete a user’s intention.

Engineering 67

Engineering Data Transportation Database 67

Snowflake

JANUARY 29, 2024

This new connector offers immediate access to your Google Analytics data without the hassle, complexity and expense of manual integration via API endpoints and patched systems workarounds. Such pipelines are costly to maintain, insecure once data is moved, and prone to failures and errors. The connector changes that!

Raw Data 111

Raw Data Aggregated Data Data Government 111

Workfall

JUNE 12, 2023

The possibilities become boundless when data-driven insights are at your fingertips. It bridges gaps in data ecosystems, ensuring consistency and synchronisation across systems. This keeps analytical systems up to date for accurate reporting and analysis.

Telecommunication 80

Telecommunication Metadata Healthcare Finance 80

Data Engineering Podcast

MARCH 13, 2022

Atlan is a collaborative workspace for data-driven teams, like Github for engineering or Figma for design teams. Their SDKs make event streaming from any app or website easy, and their state-of-the-art reverse ETL pipelines enable you to send enriched data to any cloud tool.

Data Lake 100

Data Lake Relational Database Data Data Engineering 100

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. By exploring the benefits of using Data Mesh for your event streaming architecture, this article will help you decide if it’s the right solution for your organization.

Architecture 52

Architecture Generalist Government Datasets 52

Knowledge Hut

MARCH 19, 2024

Herein lies the role of architectural design in software engineering. Software Engineer Training online will help you understand the basics before you jump into design architecture software engineering. Remarkably, studies indicate that poor design is the reason behind 75% of software project failures.

Software Engineer 52

Software Engineer Software Engineering Architecture Designing 52

Workfall

JUNE 27, 2023

In this blog, we’ll explore how to harness the power of Kafka to streamline event streaming within a microservices architecture and unlock its full potential for building scalable and responsive systems. In the event of server failure, Kafka can autonomously restart itself, ensuring uninterrupted data flow. Let’s get started!

Kafka 75

Kafka Architecture AWS Transportation 75

Precisely

MAY 13, 2024

The right data integration solution helps you streamline operations, enhance data quality, reduce costs, and make better data-driven decisions. Whether you’re bringing a new system online or connecting an existing database with your analytics platform, the process should be simple and straightforward.

Data Integration 52

Data Integration Metadata Amazon Web Services Data Governance 52

Snowflake

APRIL 18, 2024

Legacy security information and event management (SIEM) solutions, like Splunk, are powerful tools for managing and analyzing machine-generated data. Data retention: Many legacy SIEMS delete activity logs, transaction records, and other details from their systems after a few days, weeks or months.

Data Lake 79

Data Lake Data Ingestion Bytes Cloud Computing 79

The Modern Data Company

JANUARY 18, 2024

Some of the most common data assets in the Wine & Spirits industry include: Customer Internal Data Sales & Inventory Market Ads & Events Web & App Salesforce Vermont Information Processing (VIP) Distributor Data (e.g.

Retail 52

Retail Portfolio Data Government 52

Knowledge Hut

JANUARY 17, 2024

Cyber threat can be defined as a potential attack, destruction or damage of a cyber system that is launched over a network. With the constantly growing cases of cyber attacks, it has become critical to hunt and protect the systems against these. One key point to be noticed is that Cyber Threat Hunting is a data-driven activity.

Certification 52

Certification Data Collection Systems Datasets 52

Tweag

MAY 1, 2024

It serves as a showcase of what we achieved together, and gives an impression of what’s involved in improving the user experience in a complex software system. nix.dev is now the official documentation hub for the Nix ecosystem, designed to follow the Diátaxis documentation framework. From the outside, all of this seems terribly messy.

Architecture 95

Architecture Project Coding Designing 95

LinkedIn Engineering

DECEMBER 20, 2023

We also outline the complex systems that underpin our anti-abuse efforts, discussing the challenges and solutions we have designed along the way. Let’s look into the critical modules that are needed to build this type of system. We need systems to ingest, process, and analyze the data efficiently.

Building 91

Building Algorithm Kafka Machine Learning 91

Rockset

FEBRUARY 24, 2023

It’s a continuous and unbounded stream of information that is generated at a high frequency and delivered to a system or application. Typically, the “units” of data being streamed are considered events, which resemble a record in a database, with some key differences. We’re going to start with a basic question: what is streaming data?

Kafka 52

Kafka AWS Amazon Web Services Programming Language 52

Tweag

APRIL 12, 2023

My interest in them stems from Domain-Driven Design and software architecture. Ideas like CQRS and Event Sourcing play a strong (if not essential) role in such systems. They are the most important part of your domain logic, where the invariants of your system are checked. happens, then do. ). happens, then do. ).

Architecture 76

Architecture Computer Science Designing Accessible 76

ProjectPro

FEBRUARY 6, 2023

With over 10 million active subscriptions, 50 million active topics, and a trillion messages processed per day, Google Cloud Pub/Sub makes it easy to build and manage complex event-driven systems. Google Cloud Pub/Sub is a messaging service that allows apps and services to exchange event data. What is Google Pub/Sub?

Google Cloud 52

Google Cloud Cloud Cloud Storage Data Ingestion 52

Data Engineering Podcast

FEBRUARY 27, 2022

Atlan is a collaborative workspace for data-driven teams, like Github for engineering or Figma for design teams. Time-series data is time stamped so you can measure how a system is changing. What are the components that need to be considered when designing a solution?

Designing 100

Designing Metadata Data Lake Relational Database 100

Knowledge Hut

APRIL 9, 2024

Agile began as an iterative, collaborative, value-driven approach to developing software. Working software is the principal measure of progress OR "Measure systems done". Good design and continuous attention to techno-functional excellence enhances agility OR "Maintain design".

IT 98

IT Certification Project Consulting 98

Data Engineering Weekly

APRIL 7, 2024

A key highlight for me, I spoke to multiple data people stuck in legacy systems and still inching their way to the cloud. link] Spotify: Data Platform Explained In the ever-evolving landscape of data-driven decision-making, a well-structured data platform emerges as a critical asset.

Data Engineering 70

Data Engineering Data Engineer Engineering Unstructured Data 70

Data Engineering Weekly

DECEMBER 2, 2023

Human in-the-loop, application integration, or machine-driven intelligence can be essential for many near-real-time applications, but subsecond latency is not always necessary. Many companies restrict themselves to batch processing with high latency to access the data to keep the design simple enough to manage. It doesn’t fly.

IT 85

IT BI AWS Kafka 85

Cloudera

MARCH 14, 2023

We just announced the general availability of Cloudera DataFlow Designer , bringing self-service data flow development to all CDP Public Cloud customers. In our previous DataFlow Designer blog post , we introduced you to the new user interface and highlighted its key capabilities.

Data Pipeline 86

Data Pipeline Designing Kafka Metadata 86

Knowledge Hut

OCTOBER 24, 2023

” Some of the more common Agile methods include Scrum, Extreme Programming (XP), Kanban, and Feature-Driven Development (FDD.) As mentioned above, Agile was designed for small teams and SAFe ® was designed to scale to various levels, from essential to full SAFE® It rests on the Agile Foundation and expands on it.

Portfolio 98

Portfolio Certification Programming Architecture 98

LinkedIn Engineering

OCTOBER 19, 2023

Authors: Bingfeng Xia and Xinyu Liu Background At LinkedIn, Apache Beam plays a pivotal role in stream processing infrastructures that process over 4 trillion events daily through more than 3,000 pipelines across multiple production data centers.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

Data Engineering Weekly

APRIL 2, 2023

Contribute to the Rudderstack Transformations Library, Win $1000 RudderStack Transformations lets you customize event data in real-time with your own JavaScript or Python code. Meta: Presto - A Decade of SQL Analytics at Meta Presto and Kafka are the two systems that greatly impacted data infrastructure in the last decade.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Edureka

DECEMBER 12, 2023

These systems are made to resemble human cognitive processes, including decision-making, learning, and problem-solving. Personalized Learning Adaptive Learning Systems: These systems adjust the learning material based on a student’s progress and understanding.

Education 52

Education Algorithm Accessible Accessibility 52

Knowledge Hut

JANUARY 31, 2024

If an organization wants to deliver its services in a quality-driven and cost-effective manner, it must master the ITIL modules. The ITIL 4 managing professional transition course was designed specifically for individuals proficient in the ITIL v3 module. ITIL has come to be the industry standard for IT service management.

Management 52

Management Portfolio Certification Utilities 52

Data Engineering Podcast

FEBRUARY 15, 2021

Summary Every business aims to be data driven, but not all of them succeed in that effort. In order to help more businesses build those foundations, Tarush Aggarwal created 5xData, offering collaborative workshops to assist in setting up the technical and organizational systems that are necessary to succeed.

Building 100

Building Data Warehouse BI Data Pipeline 100

DoorDash Engineering

OCTOBER 24, 2023

Our recent effort to revamp the Dasher support hub built a system that allows Dashers to find support answers independently, which reduces support costs. A drawback to this: We couldn’t use a more robust search system. At the start, we kept the content stored in JSON fixtures rather than investing in a full database. messageHandlers?

BI 82

BI Architecture Systems Accessible 82

Knowledge Hut

DECEMBER 28, 2023

It is designed to handle errors and issues efficiently, making it suitable for local computing and storage. Competitive Advantage: Utilizing Hadoop projects can give organizations a competitive edge through data-driven insights. Cost-Effectiveness: Hadoop is a cost-effective solution compared to traditional data processing systems.

Hadoop 52

Hadoop Project Datasets Big Data 52

Cloudera

FEBRUARY 23, 2022

In addition to that, the march of network virtualisation combined with the cloudification of IT have driven further changes in operations. Their processes are ‘data driven’, their networks are trending towards automation, and AI systems are powering customer engagement in store , online and at home. Or are they the same thing?

Telecommunication 95

Telecommunication Cloud Media Government 95