Big Data Architectures and The Data Lake - Cloud

Explore the intricacies of big data architectures and data lakes in this comprehensive conference talk. Delve into four common patterns in big data production implementations, comparing top-down and bottom-up approaches to analytics. Learn how to effectively combine data lakes with traditional RDBMS data warehouses. Gain insights into the characteristics and benefits of data lakes, while understanding the importance of maintaining proper data governance. Discover strategies to prevent your data lake from becoming a data swamp, and explore topics such as enterprise data warehouse augmentation, data hub architectures, and the evolution of business analytics processes. Examine the concept of data value in the context of big data thinking, and understand the shift in data analysis paradigms. Investigate Hadoop and its applications, including the Hortonworks Data Platform. Compare traditional data warehousing approaches with modern data lake implementations, and explore use cases for integrating both systems. Learn about federated querying, cloud benefits for data warehousing, and scalability considerations in this informative presentation on cutting-edge big data solutions.

Intro
Upcoming Sessions
NEW* PASS Summit All Access
Enterprise data warehouse augmentation
Data hub plus EDW
All-in-one
Traditional business analytics process
Need to collect any data Hamess the growing and changing nature of data
The three V's
New big data thinking: All data has value
Two Approaches to getting value out of data: Top-Down + Bottoms-Up
Data Warehousing Uses A Top-Down Approach
The data lake' Uses A Bottoms-Up Approach
Exactly what is a data lake?
Traditional Approaches Current state of a data warehouse
Data Analysis Paradigm Shift
What is Hadoop?
Hortonworks Data Platform (HDP) 3.0
The real cost of Hadoop
Modem Data Warehouse
Data Lake with DW use cases Data Lake Staging & preparation
HUB & SPOKE ARCHITECTURE FOR BI
Federated Querying
Benefits of the cloud
Talking points when using the cloud for DW
DW SCALABILITY SPIDER CHART
Summary