Tag: Couchbase Analytics
Couchbase Capella Columnar Adds Real-time Data Analytics Service
Capella’s new columnar service adds real-time data analysis to help organizations build modern, real-time adaptive applications. Today, at AWS re:Invent, Couchbase announced the Capella columnar service, a new, real-time data analytics service to our cloud data platform to enable real-time,...
Leveraging your ML models with Couchbase Analytics User Defined Functions (UDF)
With Couchbase 7.0 you’re now capable of allowing integration of Python UDFs with Couchbase Analytics. In Part 1 of this blog series, we covered the essentials for getting Couchbase and the Analytics for Machine Learning (ML) set up. ML has...
PepsiCo’s Journey to Inventory Management Modernization
Retailers everywhere have been forced to modernize if not for changing consumer behaviors, then as a result of Covid-19. In this blog post, we illustrate the PepsiCo case study – why they chose to modernize now, and why they chose...
ML Meets NoSQL: Integrating Python User-Defined Functions with SQL++ for Analytics
After conversations with our customers about the delay in obtaining analytical insights from their Python-based machine learning models, we set out to create a seamless pipeline from Python to Couchbase Analytics that returns faster insights in real time. Introduction With...
Your Guide to User-Defined Functions in Couchbase Analytics
User-defined functions put you in the driver’s seat when it comes to querying and analyzing your data. In the Couchbase ecosystem, user-defined functions (UDFs) are reusable and parameterizable SQL++ queries that enable you to modularize queries and increase code reuse...
Level Up Your Data Analytics with the New CUBE Functionality in Couchbase Analytics
Data analytics capabilities in Couchbase just got more robust with the 7.0 release. I’m excited to announce two new powerful capabilities now available as part of Couchbase Analytics: 1) the CUBE functionality, and 2) ROLLUP aggregation, both to help you...
Simplify Your Data Analysis with Scopes & Collections in Couchbase Analytics
Scopes and Collections aren’t just for organizing your data – now they can be used for your data analytics as well. As part of the Couchbase 7.0 release, support for Scopes and Collections has been extended to the Analytics Service...
Amp Up Your Data Analysis with the New ROLLUP Aggregation in Couchbase Analytics
I’m excited to announce two new powerful data analysis capabilities now available as part of Couchbase Analytics: 1) ROLLUP aggregation, and 2) CUBE functionality, both to help you aggregate data across multiple document attributes. The addition of the ROLLUP aggregation...
How to Harness Real-Time Data Analytics Using Operational Data
Today’s organizations generate data at massive scales and volumes. Applications running on servers in the cloud, data centers and edge devices all produce more data, from more data sources, than ever before. With this growth, enterprises constantly grapple with efficiently...
Query Admission Control in Couchbase Analytics
Couchbase Analytics is optimized to perform ad-hoc analytical queries, which typically process more data than one can fit in memory. It employs a massively parallel processing (MPP) engine that attempts to fully utilize the available processing power in any given...
Couchbase Analytics: Customers’ Moments of Truth Revealed!
Introduction I recently joined Couchbase’s product team to lead Couchbase Analytics. This Analytics Service enables our customers to measure near-real time business operations, derive insights from data, and drive agile decisions to expand business growth. Within my first few weeks...