Remove Data Ingestion Remove MongoDB Remove NoSQL Remove SQL
article thumbnail

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

Rockset

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. Debezium It is also possible to capture MongoDB change data capture events using Debezium.

MongoDB 52
article thumbnail

SQL and Complex Queries Are Needed for Real-Time Analytics

Rockset

Limitations of NoSQL SQL supports complex queries because it is a very expressive, mature language. Complex SQL queries have long been commonplace in business intelligence (BI). And when systems such as Hadoop and Hive arrived, it married complex queries with big data for the first time.

SQL 52
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

15+ Best Data Engineering Tools to Explore in 2023

Knowledge Hut

Strong programming skills: Data engineers should have a good grasp of programming languages like Python, Java, or Scala, which are commonly used in data engineering. Database management: Data engineers should be proficient in storing and managing data and working with different databases, including relational and NoSQL databases.

article thumbnail

Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

However, these databases tend to sacrifice support for complex SQL queries at any scale. Instead, these database makers have offloaded complex analytics onto application code and their developers, who have neither the skills nor the time to constantly update queries as data sets evolve. One layer processes batches of historic data.

article thumbnail

Data Engineer Learning Path, Career Track & Roadmap for 2023

ProjectPro

Type of Database Softwares Used for Database Management Relational Database MySQL, IBM Db2, Oracle Database, Microsoft SQL Server, PostgreSQL Graph Database Neo4J, Datastax Enterprise Graph Columnar Database HBase, MariaDB, Cassandra, Azure SQL Data Warehouse, Google BigQuery NoSQL Database Apache Cassandra, MongoDB, CouchBase, CouchDB, You don’t (..)

article thumbnail

Most important Data Engineering Concepts and Tools for Data Scientists

DareData

Our goal is to help data scientists better manage their models deployments or work more effectively with their data engineering counterparts, ensuring their models are deployed and maintained in a robust and reliable way. DigDag: An open-source orchestrator for data engineering workflows. Stanford's Relational Databases and SQL.

article thumbnail

Using Elasticsearch to Offload Real-Time Analytics from MongoDB

Rockset

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 40