Powerful SQL Data Management with Yellowbrick | Episode #94 скачать в хорошем качестве

Powerful SQL Data Management with Yellowbrick | Episode #94

Revolutionizing Data Warehousing on Kubernetes with Mark Cusack, CTO of Yellowbrick Mark Cusack is the Chief Technology Officer at Yellowbrick. Yellowbrick is a powerful SQL data platform designed for enterprise-level data management. Built on Kubernetes, it offers robust support for data warehousing, ad-hoc queries, real-time streaming analytics, artificial intelligence (AI), and business intelligence (BI) workloads. The platform is built to manage mixed workloads efficiently, allowing organizations to scale their operations from small datasets to petabytes of data while maintaining optimal performance across all queries. Uncover how their Kubernetes-powered platform is revolutionizing the data warehousing space. Key Topics: • Yellowbrick’s hybrid cloud and multi-cloud capabilities • The unique Private Data Cloud approach • Innovations in real-time analytics, AI integration, and streaming workloads • Why Yellowbrick outperforms competitors like Snowflake and Redshift Mark also shares Yellowbrick’s journey from on-premises appliances to a fully cloud-native architecture, how they address data sovereignty and compliance challenges, and exciting announcements like the free Community Edition of Yellowbrick. TIMESTAMPS 00:00 - Introduction 00:48 - What is a data warehouse? 02:53 - The origins and purpose of data warehousing 03:22 - Yellowbrick Data’s history and journey from on-prem appliances to the cloud 04:56 - Leveraging Kubernetes for elasticity, scalability, and multi-cloud deployment 06:27 - Yellowbrick’s unique IP: Fast data access through bypassing main memory 07:58 - Competing with Snowflake and Redshift: Cost efficiency and customer-centric innovation 11:39 - Hybrid cloud and on-prem deployments: Addressing data sovereignty and cost concerns 13:06 - The importance of Kubernetes as a modern cloud operating system 14:40 - Future direction: On-prem solutions with Kubernetes and community editions 16:15 - How Yellowbrick optimizes data warehousing for businesses at scale 18:48 - A new perspective on SaaS: Why Yellowbrick chose not to adopt a multi-tenant SaaS model 20:19 - Industry use cases: Real-time fraud detection and supply chain analytics 23:25 - Use case: LexisNexis ThreatMetrix and fraud prevention at scale 25:53 - The impact of AI and LLMs on data warehousing and analytics 28:47 - Integrating generative AI: Vector similarity search, LangChain, and RAG capabilities 32:54 - Emerging trends: Private LLMs and BYO (Bring Your Own) AI models 36:52 - Operational data systems: Real-time data streaming and decision-making 38:15 - Yellowbrick’s roadmap: Community editions, container-based analytics, and geospatial support PODCAST LINKS Great Things with Great Tech Podcast: https://anthonyspiteri.net/great-thin... GTwGT Playlist on YouTube:    / greatthingswithgreattech   Listen on Spotify: https://open.spotify.com/show/3FfUBhO... Listen on Apple Podcasts: https://podcasts.apple.com/ EPISODE LINKS Yellowbrick Data: https://yellowbrick.com Mark Cusack on LinkedIn:   / markcusack   Yellowbrick on LinkedIn:   / yellowbrick-data   Try Yellowbrick for Free: https://yellowbrick.com/community-edi... GTwGT LINKS Support the Channel: https://ko-fi.com/gtwgt Be on #GTwGT: Contact via Twitter @GTwGTPodcast or visit https://www.gtwgt.com Subscribe to YouTube:    / @gtwgtpodcast   Great Things with Great Tech Podcast Website: https://gtwgt.com YouTube:    • Point to Point Global File Services with P...   Spotify: https://open.spotify.com/episode/2l9a... Apple Podcasts: https://podcasts.apple.com/us/podcast... SOCIAL LINKS Follow GTwGT on Social Media: Twitter/X:   / gtwgtpod   Instagram:   / gtwgtpodcast   TikTok:   / gtwgtpodcast   Music by BenSound https://www.bensound.com Support the Channel: https://ko-fi.com/gtwgt