From the Modern Data Stack to Knowledge Graphs by Bob Muglia

Рет қаралды 6,815

Күн бұрын

This talk from the Knowledge Graph Conference (KGC) will discuss the current state of the Modern Data Stack, explore some of the customer challenges with existing products, and describe a potential solution based on Knowledge Graphs. Bob Muglia is an entrepreneur, former CEO of Snowflake, and RelationalAI board member.
In this talk you’ll hear how the Modern Data Stack has revolutionized analytics and enabled thousands of companies to leverage the cloud to more effectively manage their data assets and to develop analytic solutions but not has not addressed all requirements, particularly for data governance. Recent advances in relational algorithms promise to breakthrough these limitations, enabling the next generation data platform based on Knowledge Graphs.

Пікірлер: 4

@zacharylarson1245 10 ай бұрын

In Prolog we often quote, "Algorithm = Logic + Control"; where we understand Logic to be the relationships that we've set up as "facts" in our Knowledge Base, and constraints over these relationships; and "Control" is the search procedure to resolve the queries over these facts and relationships. Having spent some years with this, I can say, there is a general way of doing computation, where your data model IS your computation; through stating the general relationship between entities in your data model, and constraints that must hold, you have the most declarative model. You only say WHAT; you let the resolution method (search) determine the HOW. I hope more people discover the "Blub" of decorativeness inherit in this model.

@subirdas0 10 ай бұрын

in 2005 was introduced to Kalido's Business Information modeling. Moved the bar very high, next 15 years I had to see corporations with lack of business modeling, and cascading issues in data ecosystem. This was before Data Governance was a major force. Came to same conclusion many ways - lack of business modeling in data costs us quite a bit.