Artwork

Kandungan disediakan oleh Big Pond Podcasts and MSP Radio. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Big Pond Podcasts and MSP Radio atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
Player FM - Aplikasi Podcast
Pergi ke luar talian dengan aplikasi Player FM !

Lake House Architecture: Cost, Efficiency, AI Integration, and Data Governance Trends w/ Ori Rafael

19:25
 
Kongsi
 

Manage episode 441189434 series 2555839
Kandungan disediakan oleh Big Pond Podcasts and MSP Radio. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Big Pond Podcasts and MSP Radio atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

host Dave Sobel welcomes Ori Rafael, CEO and co-founder of Upsolver, to discuss the emerging concept of lake house architecture in data management. The conversation begins with an exploration of how lake houses compare to traditional data warehouses and data lakes. Ori explains that a lake house is essentially a modern data warehouse architecture that allows customers to manage their own data layers, providing flexibility and control over their data storage and processing.

Ori delves into the evolution of data management architectures, highlighting the transition from on-premise data warehouses to cloud-managed solutions. He discusses the challenges faced by database administrators (DBAs) in the past, such as vendor lock-in and the limitations of traditional data warehouses. The lake house model addresses these issues by decoupling storage and compute, enabling organizations to utilize multiple query engines and platforms without being tied to a single vendor.

The discussion also touches on the significant advantages of lake house architecture, particularly in terms of cost reduction and operational efficiency. Ori emphasizes that organizations can save a substantial portion of their data warehouse budgets by eliminating the need for expensive ETL processes tied to specific warehouse vendors. Additionally, the ability to leverage various engines for analytics and AI applications empowers businesses to innovate without the constraints of traditional data management systems.

As the conversation progresses, Ori highlights the importance of optimizing storage for improved query performance and efficiency. He explains how Upsolver manages the file system layer to ensure that organizations can achieve performance levels comparable to traditional warehouses while maintaining high storage efficiency. The episode concludes with a discussion on the evolving role of data engineers, emphasizing the need for them to transition from developers to platform managers, enabling greater independence and efficiency in data operations.

All our Sponsors: https://businessof.tech/sponsors/

Do you want the show on your podcast app or the written versions of the stories? Subscribe to the Business of Tech: https://www.businessof.tech/subscribe/

Looking for a link from the stories? The entire script of the show, with links to articles, are posted in each story on https://www.businessof.tech/

Support the show on Patreon: https://patreon.com/mspradio/

Want to be a guest on Business of Tech: Daily 10-Minute IT Services Insights? Send Dave Sobel a message on PodMatch, here: https://www.podmatch.com/hostdetailpreview/businessoftech

Want our stuff? Cool Merch? Wear “Why Do We Care?” - Visit https://mspradio.myspreadshop.com

Follow us on:

LinkedIn: https://www.linkedin.com/company/28908079/

YouTube: https://youtube.com/mspradio/

Facebook: https://www.facebook.com/mspradionews/

Instagram: https://www.instagram.com/mspradio/

TikTok: https://www.tiktok.com/@businessoftech

Bluesky: https://bsky.app/profile/businessoftech.bsky.social

  continue reading

1468 episod

Artwork
iconKongsi
 
Manage episode 441189434 series 2555839
Kandungan disediakan oleh Big Pond Podcasts and MSP Radio. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Big Pond Podcasts and MSP Radio atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

host Dave Sobel welcomes Ori Rafael, CEO and co-founder of Upsolver, to discuss the emerging concept of lake house architecture in data management. The conversation begins with an exploration of how lake houses compare to traditional data warehouses and data lakes. Ori explains that a lake house is essentially a modern data warehouse architecture that allows customers to manage their own data layers, providing flexibility and control over their data storage and processing.

Ori delves into the evolution of data management architectures, highlighting the transition from on-premise data warehouses to cloud-managed solutions. He discusses the challenges faced by database administrators (DBAs) in the past, such as vendor lock-in and the limitations of traditional data warehouses. The lake house model addresses these issues by decoupling storage and compute, enabling organizations to utilize multiple query engines and platforms without being tied to a single vendor.

The discussion also touches on the significant advantages of lake house architecture, particularly in terms of cost reduction and operational efficiency. Ori emphasizes that organizations can save a substantial portion of their data warehouse budgets by eliminating the need for expensive ETL processes tied to specific warehouse vendors. Additionally, the ability to leverage various engines for analytics and AI applications empowers businesses to innovate without the constraints of traditional data management systems.

As the conversation progresses, Ori highlights the importance of optimizing storage for improved query performance and efficiency. He explains how Upsolver manages the file system layer to ensure that organizations can achieve performance levels comparable to traditional warehouses while maintaining high storage efficiency. The episode concludes with a discussion on the evolving role of data engineers, emphasizing the need for them to transition from developers to platform managers, enabling greater independence and efficiency in data operations.

All our Sponsors: https://businessof.tech/sponsors/

Do you want the show on your podcast app or the written versions of the stories? Subscribe to the Business of Tech: https://www.businessof.tech/subscribe/

Looking for a link from the stories? The entire script of the show, with links to articles, are posted in each story on https://www.businessof.tech/

Support the show on Patreon: https://patreon.com/mspradio/

Want to be a guest on Business of Tech: Daily 10-Minute IT Services Insights? Send Dave Sobel a message on PodMatch, here: https://www.podmatch.com/hostdetailpreview/businessoftech

Want our stuff? Cool Merch? Wear “Why Do We Care?” - Visit https://mspradio.myspreadshop.com

Follow us on:

LinkedIn: https://www.linkedin.com/company/28908079/

YouTube: https://youtube.com/mspradio/

Facebook: https://www.facebook.com/mspradionews/

Instagram: https://www.instagram.com/mspradio/

TikTok: https://www.tiktok.com/@businessoftech

Bluesky: https://bsky.app/profile/businessoftech.bsky.social

  continue reading

1468 episod

Semua episod

×
 
Loading …

Selamat datang ke Player FM

Player FM mengimbas laman-laman web bagi podcast berkualiti tinggi untuk anda nikmati sekarang. Ia merupakan aplikasi podcast terbaik dan berfungsi untuk Android, iPhone, dan web. Daftar untuk melaraskan langganan merentasi peranti.

 

Panduan Rujukan Pantas

Podcast Teratas