با برنامه Player FM !
FOSS4G NA 2024 - Searching the Spatial Data Lake: Bring GeoParquet to Apache Lucene - Wes Richardet
Manage episode 461965967 series 3234430
Wes Richardet’s talk at FOSS4G NA 2024 focuses on improving search capabilities within spatial data lakes using GeoParquet and Apache Lucene. He discusses the evolution of data storage, the need for efficient search solutions, and the integration of different technologies to enhance performance. Highlights 🌍 Wes Richardet emphasizes the importance of searching in spatial data lakes. 🔍 Apache Lucene serves as the foundational technology for various search engines. 📈 The rise of big data led to challenges in efficient data retrieval and storage. 🛠️ New extensions for PostgreSQL and other databases enhance search capabilities. ⚙️ Lucene’s inverted index improves search performance by allowing efficient document retrieval. 📊 GeoParquet offers a hybrid storage solution that balances row and columnar access patterns. 💡 Richardet advocates for leaving data in its original storage to reduce redundancy. For more content like this check out www.projectgeospatial.com #SpatialData #GeoParquet #ApacheLucene #BigData #FOSS4G #DataStorage #SearchOptimization
362 قسمت
Manage episode 461965967 series 3234430
Wes Richardet’s talk at FOSS4G NA 2024 focuses on improving search capabilities within spatial data lakes using GeoParquet and Apache Lucene. He discusses the evolution of data storage, the need for efficient search solutions, and the integration of different technologies to enhance performance. Highlights 🌍 Wes Richardet emphasizes the importance of searching in spatial data lakes. 🔍 Apache Lucene serves as the foundational technology for various search engines. 📈 The rise of big data led to challenges in efficient data retrieval and storage. 🛠️ New extensions for PostgreSQL and other databases enhance search capabilities. ⚙️ Lucene’s inverted index improves search performance by allowing efficient document retrieval. 📊 GeoParquet offers a hybrid storage solution that balances row and columnar access patterns. 💡 Richardet advocates for leaving data in its original storage to reduce redundancy. For more content like this check out www.projectgeospatial.com #SpatialData #GeoParquet #ApacheLucene #BigData #FOSS4G #DataStorage #SearchOptimization
362 قسمت
All episodes
×
1 FOSS4G NA 2024 - Interactive Analysis & Visualization of Geospatial Data with Leafmap - Qiusheng Wu 27:23

1 FOSS4G NA 2024 - Applying Large Language Models to Geospatial Search and Analysis - Jason Gilman 24:47

1 FOSS4G NA 2024 - Bringing Geospatial Awareness to LLMs Using Open-Source Software - Nathan McEachen 28:56

1 FOSS4G NA 2024 - Web based NWS Guidance Data Displays Using FOSS4G - David Miller & Kevin McGrath 29:02

1 FOSS4G NA 2024 - NASA GIBS and Worldview: Enabling Open Exploration of our World - Matthew Graber 27:10

1 FOSS4G NA 2024 - Embed All The Things: The Promise Of Geospatial Vector Embeddings - Adeel Hassan 23:56

1 FOSS4G NA 2024 - Searching the Spatial Data Lake: Bring GeoParquet to Apache Lucene - Wes Richardet 25:32
به Player FM خوش آمدید!
Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.