Architecture, Data Ingestion and MongoDB

MongoDB CDC: When to Use Kafka, Debezium, Change Streams and Rockset

Rockset

JULY 28, 2022

MongoDB has grown from a basic JSON key-value store to one of the most popular NoSQL database solutions in use today. These attributes have caused MongoDB to be widely adopted especially alongside JavaScript web applications. These attributes have caused MongoDB to be widely adopted especially alongside JavaScript web applications.

MongoDB

MongoDB Kafka NoSQL Data Lake

An Exploration Of The Expectations, Ecosystem, and Realities Of Real-Time Data Applications

Data Engineering Podcast

AUGUST 21, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Lambda Architecture

Lambda Architecture MongoDB Scala MySQL

Updates, Inserts, Deletes: Comparing Elasticsearch and Rockset for Real-Time Data Ingest

Rockset

OCTOBER 11, 2022

Introduction Managing streaming data from a source system, like PostgreSQL, MongoDB or DynamoDB, into a downstream system for real-time analytics is a challenge for many teams. For a system like Elasticsearch , engineers need to have in-depth knowledge of the underlying architecture in order to efficiently ingest streaming data.

Data Ingestion

Data Ingestion Kafka Relational Database PostgreSQL

Webinars

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

MORE WEBINARS

Tame The Entropy In Your Data Stack And Prevent Failures With Sifflet

Data Engineering Podcast

NOVEMBER 20, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Lake

Data Lake Data Ingestion MongoDB Google Cloud

Using Elasticsearch to Offload Real-Time Analytics from MongoDB

Rockset

NOVEMBER 12, 2020

Offloading analytics from MongoDB establishes clear isolation between write-intensive and read-intensive operations. In most scenarios, MongoDB can be used as the primary data storage for write-only operations and as support for quick data ingestion. Monstache is also available as a sync daemon and a container.

MongoDB

MongoDB NoSQL Data Pipeline Data Storage

Offload Real-Time Reporting and Analytics from MongoDB Using PostgreSQL

Rockset

SEPTEMBER 3, 2020

MongoDB’s Advantages & Disadvantages MongoDB has comprehensive aggregation capabilities. You can run many analytic queries on MongoDB without exporting your data to a third-party tool. In this situation, the MongoDB cluster doesn’t have to keep up with the read requests. This is never a good thing.

MongoDB

MongoDB PostgreSQL SQL Database

Going From Transactional To Analytical And Self-managed To Cloud On One Database With MariaDB

Data Engineering Podcast

OCTOBER 23, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Database

Database MySQL Cloud MongoDB

Building Data Pipelines That Run From Source To Analysis And Activation With Hevo Data

Data Engineering Podcast

SEPTEMBER 11, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Pipeline

Data Pipeline Building MongoDB Scala

Clean Up Your Data Using Scalable Entity Resolution And Data Mastering With Zingg

Data Engineering Podcast

NOVEMBER 6, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

MongoDB

MongoDB Scala MySQL Machine Learning

Discover And De-Clutter Your Unstructured Data With Aparavi

Data Engineering Podcast

JUNE 12, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Unstructured Data

Unstructured Data MongoDB Scala MySQL

Level Up Your Data Platform With Active Metadata

Data Engineering Podcast

JUNE 19, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Metadata

Metadata MongoDB Scala MySQL

What is a Data Pipeline (and 7 Must-Have Features of Modern Data Pipelines)

Striim

OCTOBER 11, 2024

These steps guarantee that data is accurate, reliable, and meaningful by the time it reaches its destination, making it possible for teams to generate insights and make data-driven decisions. This architecture can vary based on the needs of the organization and the type of data being processed.

Data Pipeline

Data Pipeline MongoDB Unstructured Data Data Lake

Taking A Look Under The Hood At CreditKarma's Data Platform

Data Engineering Podcast

NOVEMBER 13, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

MongoDB

MongoDB Google Cloud Scala MySQL

An Exploration Of The Open Data Lakehouse And Dremio's Contribution To The Ecosystem

Data Engineering Podcast

OCTOBER 16, 2022

Summary The "data lakehouse" architecture balances the scalability and flexibility of data lakes with the ease of use and transaction support of data warehouses. The Ascend Data Automation Cloud provides a unified platform for data ingestion, transformation, orchestration, and observability.

Data Lake

Data Lake Food MongoDB Scala

Power Your Real-Time Analytics Without The Headache Using Fivetran's Change Data Capture Integrations

Data Engineering Podcast

SEPTEMBER 25, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Food

Food MongoDB Scala MySQL

Investing In Understanding The Customer Journey At American Express

Data Engineering Podcast

OCTOBER 9, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Food

Food MongoDB Scala MySQL

Simplify Data Security For Sensitive Information With The Skyflow Data Privacy Vault

Data Engineering Podcast

JUNE 5, 2022

The team at Skyflow decided that the second best way is to build a storage system dedicated to securely managing your sensitive information and making it easy to integrate with your applications and data systems. The Ascend Data Automation Cloud provides a unified platform for data ingestion, transformation, orchestration, and observability.

Data Security

Data Security Metadata MongoDB Scala

Joe Reis Flips The Script And Interviews Tobias Macey About The Data Engineering Podcast

Data Engineering Podcast

JULY 17, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Engineer

Data Engineer Data Engineering Engineering MongoDB

Collecting And Retaining Contextual Metadata For Powerful And Effective Data Discovery

Data Engineering Podcast

AUGUST 13, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Metadata

Metadata MongoDB Scala MySQL

Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

DECEMBER 7, 2021

Data pipelines are a significant part of the big data domain, and every professional working or willing to work in this field must have extensive knowledge of them. As data is expanding exponentially, organizations struggle to harness digital information's power for different business use cases. What is a Big Data Pipeline?

Data Pipeline

Data Pipeline Architecture Kafka AWS

Analytics Engineering Without The Friction Of Complex Pipeline Development With Optimus and dbt

Data Engineering Podcast

OCTOBER 30, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Engineering

Engineering MongoDB Scala MySQL

Operational Analytics To Increase Efficiency For Multi-Location Businesses With OpsAnalitica

Data Engineering Podcast

SEPTEMBER 18, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Hospitality

Hospitality Food MongoDB Scala

Strategies And Tactics For A Successful Master Data Management Implementation

Data Engineering Podcast

JUNE 26, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Management

Data Management Management MongoDB Scala

Alumni Of AirBnB's Early Years Reflect On What They Learned About Building Data Driven Organizations

Data Engineering Podcast

AUGUST 28, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Building

Building MongoDB Scala MySQL

Interactive Exploratory Data Analysis On Petabyte Scale Data Sets With Arkouda

Data Engineering Podcast

JULY 31, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Analysis

Data Analysis MongoDB Algorithm Scala

Re-Bundling The Data Stack With Data Orchestration And Software Defined Assets Using Dagster

Data Engineering Podcast

JULY 24, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

MongoDB

MongoDB Scala MySQL Data Lake

Maintain Your Data Engineers' Sanity By Embracing Automation

Data Engineering Podcast

JULY 10, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Engineer

Data Engineer Data Engineering Engineering MongoDB

Be Confident In Your Data Integration By Quickly Validating Matching Records With data-

Data Engineering Podcast

JULY 3, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Data Integration

Data Integration MongoDB Scala MySQL

Make Data Lineage A Ubiquitous Part Of Your Work By Simplifying Its Implementation With Alvin

Data Engineering Podcast

OCTOBER 2, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

IT

IT Food PostgreSQL MongoDB

Bringing Automation To Data Labeling For Machine Learning With Watchful

Data Engineering Podcast

AUGUST 13, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Machine Learning

Machine Learning Pipeline-centric Database-centric MongoDB

Optimize Your Machine Learning Development And Serving With The Open Source Vector Database Milvus

Data Engineering Podcast

AUGUST 6, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

Machine Learning

Machine Learning Database MySQL PostgreSQL

Introduce Climate Analytics Into Your Data Platform Without The Heavy Lifting Using Sust Global

Data Engineering Podcast

SEPTEMBER 4, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. That’s where our friends at Ascend.io

MongoDB

MongoDB Scala MySQL Machine Learning

Data Collection for Machine Learning: Steps, Methods, and Best Practices

AltexSoft

JUNE 26, 2023

Read our article on Hotel Data Management to have a full picture of what information can be collected to boost revenue and customer satisfaction in hospitality. While all three are about data acquisition, they have distinct differences. They can be accumulated in NoSQL databases like MongoDB or Cassandra. No wonder only 0.5

Data Collection

Data Collection Machine Learning Unstructured Data Non-relational Database

Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

MAY 12, 2022

Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. Lambda systems try to accommodate the needs of both big data-focused data scientists as well as streaming-focused developers by separating data ingestion into two layers.

Analytics Application

Analytics Application Lambda Architecture Hadoop Database

Elasticsearch or Rockset for Real-Time Analytics: Real-Time Ingestion and Indexing

Rockset

MARCH 15, 2021

While there’s typically some amount of data engineering required here, there are ways to minimize it. For example, instead of denormalizing the data, you could use a query engine that supports joins. This will avoid unnecessary processing during data ingestion and reduce the storage bloat due to redundant data.

MongoDB

MongoDB Data Ingestion Analytics Application Kafka

15+ Best Data Engineering Tools to Explore in 2023

Knowledge Hut

APRIL 25, 2023

Looker also provides an SQL-based interface for querying and analyzing data, which makes it easy for data engineers to integrate with existing tools and applications. Key features: Interactive data exploration Real-time reporting Easy data modeling 3.

Data Engineer

Data Engineer Data Engineering Engineering Google Cloud

Breaking Down Cost Barriers For Real-Time Change Data Capture (CDC)

Rockset

NOVEMBER 28, 2022

Teams often have pipelines that generate CDC deltas and need a system that can handle the real-time ingestion of those deltas to enable workloads with low end-to-end latency and high query scalability. We’ve already built CDC-based data connectors for many common sources: DynamoDB , MongoDB , and more.

Data Warehouse

Data Warehouse PostgreSQL MongoDB SQL

Comparing ClickHouse vs Rockset for Event and CDC Streams

Rockset

OCTOBER 4, 2022

Change data capture (CDC) streams from OLTP databases, which may provide sales, demographic or inventory data, are another valuable source of data for real-time analytics use cases. Architecture ClickHouse was developed, beginning in 2008, to handle web analytics use cases at Yandex in Russia. Flink, Kafka and MySQL.

MySQL

MySQL Kafka Aggregated Data Architecture

20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

AUGUST 24, 2021

If you are a newbie in data engineering and are interested in exploring real-world data engineering projects, check out the list of best data engineering project examples below. With the trending advance of IoT in every facet of life, technology has enabled us to handle a large amount of data ingested with high velocity.

Data Engineer

Data Engineer Data Engineering Coding Project

The Good and the Bad of Hadoop Big Data Framework

AltexSoft

JULY 29, 2022

a runtime environment (sandbox) for classic business intelligence (BI), advanced analysis of large volumes of data, predictive maintenance , and data discovery and exploration; a store for raw data; a tool for large-scale data integration ; and. a suitable technology to implement data lake architecture.

Hadoop

Hadoop Big Data Google Cloud NoSQL

Sqoop vs. Flume Battle of the Hadoop ETL tools

ProjectPro

OCTOBER 28, 2015

Apache Hadoop is synonymous with big data for its cost-effectiveness and its attribute of scalability for processing petabytes of data. Data analysis using hadoop is just half the battle won. Getting data into the Hadoop cluster plays a critical role in any big data deployment. then you are on the right page.

ETL Tools

ETL Tools Hadoop Relational Database Unstructured Data

Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

MAY 14, 2021

Big Data analytics encompasses the processes of collecting, processing, filtering/cleansing, and analyzing extensive datasets so that organizations can use them to develop, grow, and produce better products. Big Data analytics processes and tools. Data ingestion. Hadoop architecture layers. Apache Hadoop.

Big Data

Big Data Data Analytics IT NoSQL

100+ Big Data Interview Questions and Answers 2023

ProjectPro

JANUARY 31, 2023

There are three steps involved in the deployment of a big data model: Data Ingestion: This is the first step in deploying a big data model - Data ingestion, i.e., extracting data from multiple data sources. Query Surge helps us automate our manual efforts in Big Data testing.

Big Data

Big Data Hadoop Relational Database AWS

Unstructured Data: Examples, Tools, Techniques, and Best Practices

AltexSoft

MAY 12, 2023

A loose schema allows for some data structure flexibility while maintaining a general organization. Semi-structured data is typically stored in NoSQL databases, such as MongoDB, Cassandra, and Couchbase, following hierarchical or graph data models. MongoDB, Cassandra), and big data processing frameworks (e.g.,

Unstructured Data

Unstructured Data NoSQL Hadoop Data Lake

MongoDB CDC: When to Use Kafka, Debezium, Change Streams and Rockset

An Exploration Of The Expectations, Ecosystem, and Realities Of Real-Time Data Applications

Webinars

Trending Sources

Updates, Inserts, Deletes: Comparing Elasticsearch and Rockset for Real-Time Data Ingest

Webinars

Tame The Entropy In Your Data Stack And Prevent Failures With Sifflet

Using Elasticsearch to Offload Real-Time Analytics from MongoDB

Offload Real-Time Reporting and Analytics from MongoDB Using PostgreSQL

Going From Transactional To Analytical And Self-managed To Cloud On One Database With MariaDB

Building Data Pipelines That Run From Source To Analysis And Activation With Hevo Data

Clean Up Your Data Using Scalable Entity Resolution And Data Mastering With Zingg

Discover And De-Clutter Your Unstructured Data With Aparavi

Level Up Your Data Platform With Active Metadata

What is a Data Pipeline (and 7 Must-Have Features of Modern Data Pipelines)

Taking A Look Under The Hood At CreditKarma's Data Platform

An Exploration Of The Open Data Lakehouse And Dremio's Contribution To The Ecosystem

Power Your Real-Time Analytics Without The Headache Using Fivetran's Change Data Capture Integrations

Investing In Understanding The Customer Journey At American Express

Simplify Data Security For Sensitive Information With The Skyflow Data Privacy Vault

Joe Reis Flips The Script And Interviews Tobias Macey About The Data Engineering Podcast

Collecting And Retaining Contextual Metadata For Powerful And Effective Data Discovery

Data Pipeline- Definition, Architecture, Examples, and Use Cases

Analytics Engineering Without The Friction Of Complex Pipeline Development With Optimus and dbt

Operational Analytics To Increase Efficiency For Multi-Location Businesses With OpsAnalitica

Strategies And Tactics For A Successful Master Data Management Implementation

Alumni Of AirBnB's Early Years Reflect On What They Learned About Building Data Driven Organizations

Interactive Exploratory Data Analysis On Petabyte Scale Data Sets With Arkouda

Re-Bundling The Data Stack With Data Orchestration And Software Defined Assets Using Dagster

Maintain Your Data Engineers' Sanity By Embracing Automation

Be Confident In Your Data Integration By Quickly Validating Matching Records With data-

Make Data Lineage A Ubiquitous Part Of Your Work By Simplifying Its Implementation With Alvin

Bringing Automation To Data Labeling For Machine Learning With Watchful

Optimize Your Machine Learning Development And Serving With The Open Source Vector Database Milvus

Introduce Climate Analytics Into Your Data Platform Without The Heavy Lifting Using Sust Global

Data Collection for Machine Learning: Steps, Methods, and Best Practices

Handling Bursty Traffic in Real-Time Analytics Applications

Elasticsearch or Rockset for Real-Time Analytics: Real-Time Ingestion and Indexing

15+ Best Data Engineering Tools to Explore in 2023

Breaking Down Cost Barriers For Real-Time Change Data Capture (CDC)

Comparing ClickHouse vs Rockset for Event and CDC Streams

20+ Data Engineering Projects for Beginners with Source Code

The Good and the Bad of Hadoop Big Data Framework

Sqoop vs. Flume Battle of the Hadoop ETL tools

Big Data Analytics: How It Works, Tools, and Real-Life Applications

100+ Big Data Interview Questions and Answers 2023

Unstructured Data: Examples, Tools, Techniques, and Best Practices

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