Lucid Streaming; how to take full advantage of data streaming



Data streaming, Stream Processing, Real-time analytics, operational analytics — what is this? What’s the difference?
Most important use cases for data streaming
There are lots of misconceptions especially for the MDS crowd (not as much enterprise) between fast batch vs streaming
Memory-first processing (in-memory) vs disk space batch jobs
Change data capture (and only capture of change)
Data warehouses are now tying to support streaming more (like Snowflake)
This will be a big deal to make it so that more streaming can happen 
Streaming warehouses (Rockset, Materialize) vs data streaming
Lineage - transformed data - can I trust this data I'm looking at
How does data streaming and lineage come together? What’s unique about lineage in a streaming context?
If time: what does it mean to do streaming data products in a data mesh context?

Lucid Streaming; how to take full advantage of data streaming
 

<ul><li>Data streaming, Stream Processing, Real-time analytics, operational analytics — what is this? What’s the difference?</li>
<li>Most important use cases for data streaming</li>
<li>There are lots of misconceptions especially for the MDS crowd (not as much enterprise) between fast batch vs streaming</li>
<li>Memory-first processing (in-memory) vs disk space batch jobs</li>
<li>Change data capture (and only capture of change)</li>
<li>Data warehouses are now tying to support streaming more (like Snowflake)</li>
<li>This will be a big deal to make it so that more streaming can happen </li>
<li>Streaming warehouses (Rockset, Materialize) vs data streaming</li>
<li>Lineage - transformed data - can I trust this data I'm looking at</li>
<li>How does data streaming and lineage come together? What’s unique about lineage in a streaming context?</li>
<li>If time: what does it mean to do streaming data products in a data mesh context?</li>
</ul>

Catalog and Cocktails is the honest, No-BS, non-sales-y podcast about data and analytics. This is your unfiltered chat about everything interesting in data and analytics. Join Juan Sequeda and Tim Gasper to explore emerging topics and hear from thought leaders, practitioners and executives across the data and analytics space.

Catalog and Cocktails is the honest, No-BS, non-sales-y podcast about data and analytics. This is your unfiltered chat about everything interesting in data and analytics. Join Juan Sequeda and Tim Gasper to explore emerging topics and hear from thought leaders, practitioners and executives across the data and analytics space.