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.

Catalog & Cocktails: The Honest, No-BS Data Podcast

Catalog & Cocktails: Bonus Episode with John Kutay

Most quantum conversations are stuck on the timeline question: five years out? Two? Q-Day, the day current RSA encryption breaks, keeps getting pulled forward. But the actual risk to your data is already here. Adversaries are harvesting encrypted data today to decrypt it once quantum gets there. That makes this a data management problem right now.

John Licata, ServiceNow's futures director and quantum lead joins Juan and Tim, to unpack what this actually means for enterprise data teams. They get into where quantum computing does things classical AI genuinely can't do well: drug discovery, supply chain simulation, personalized medicine, where the quantum + AI combination changes everything, and who even owns quantum strategy? CISO? COOs? But the real argument is on the business value topic, not just focusing on risk mitigation which is where the real argument lives right now.

Most quantum conversations are stuck on the timeline question: five years out? Two? Q-Day, the day current RSA encryption breaks, keeps getting pulled forward. But the actual risk to your data is already here. Adversaries are harvesting encrypted data today to decrypt it once quantum gets there. That makes this a data management problem right now.
John Licata, ServiceNow's futures director and quantum lead joins Juan and Tim, to unpack what this actually means for enterprise data teams. They get into where quantum computing does things classical AI genuinely can't do well: drug discovery, supply chain simulation, personalized medicine, where the quantum + AI combination changes everything, and who even owns quantum strategy? CISO? COOs? But the real argument is on the business value topic, not just focusing on risk mitigation which is where the real argument lives right now.

Harvest Now, Decrypt Later: Why Quantum Is Already a Data Problem with John Licata

This is the takeaway episode with John Licata, ServiceNow's futures director and quantum lead where Juan and Tim unpack what quantum means for enterprise data teams.They get into where quantum computing does things classical AI genuinely can't do well: drug discovery, supply chain simulation, personalized medicine, where the quantum + AI combination changes everything, and who even owns quantum strategy? CISO? COOs? But the real argument is on the business value topic, not just focusing on risk mitigation which is where the real argument lives right now.

This is the takeaway episode with John Licata, ServiceNow's futures director and quantum lead where Juan and Tim unpack what quantum means for enterprise data teams.They get into where quantum computing does things classical AI genuinely can't do well: drug discovery, supply chain simulation, personalized medicine, where the quantum + AI combination changes everything, and who even owns quantum strategy? CISO? COOs? But the real argument is on the business value topic, not just focusing on risk mitigation which is where the real argument lives right now.

TAKEAWAY - Harvest Now, Decrypt Later: Why Quantum Is Already a Data Problem with John Licata

Shachar MEIR has spent 20 years fixing data teams and understanding why they fail. In this live episode, Shachar joins Juan and Tim to discuss the reason why they fail and what they should be doing in order to succeed. 

Shachar argues that data leaders default to what they can control (cough cough technology_ and underinvest in people, process, and culture. A new CDO comes in, migrates legacy databases to a cloud data platform, and two years later you have the same problems on a better platform.

We get into what's actually missing: building trust in data (which takes time and breaks fast), creating incentives so people actually use what data teams build, and spending real time in the business which is not asking what dashboards they need, but what problems they have. 

Topics discussed: 
Technology is not why data teams fail
Why data leaders default to technology
People, process and CULTURE
Data trust
Incentives
Understanding the business
Dashboard bloat
Self-service analytics
Dashboards aren't dead
What CDOs do well and what they miss

Shachar MEIR has spent 20 years fixing data teams and understanding why they fail. In this live episode, Shachar joins Juan and Tim to discuss the reason why they fail and what they should be doing in order to succeed.&nbsp;
Shachar argues that data leaders default to what they can control (cough cough technology_ and underinvest in people, process, and culture. A new CDO comes in, migrates legacy databases to a cloud data platform, and two years later you have the same problems on a better platform.
We get into what's actually missing: building trust in data (which takes time and breaks fast), creating incentives so people actually use what data teams build, and spending real time in the business which is not asking what dashboards they need, but what problems they have.&nbsp;
Topics discussed:&nbsp;
<ul>
<li aria-level="1">Technology is not why data teams fail</li>
<li aria-level="1">Why data leaders default to technology</li>
<li aria-level="1">People, process and CULTURE</li>
<li aria-level="1">Data trust</li>
<li aria-level="1">Incentives</li>
<li aria-level="1">Understanding the business</li>
<li aria-level="1">Dashboard bloat</li>
<li aria-level="1">Self-service analytics</li>
<li aria-level="1">Dashboards aren't dead</li>
<li aria-level="1">What CDOs do well and what they miss</li>
</ul>

Catalog & Cocktails: Bonus Episode with John Kutay

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Catalog & Cocktails: The Honest, No-BS Data Podcast

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