FOSS4G NA 2024 - Optimized Geospatial Indexing for Hybrid Search and GeoAI

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Project Geospatial

362 episodes

1 week ago

Project Geospatial is a non-profit media organization committed to growth, innovation and collaboration among academic, commercial and government partners in the geospatial industry. We believe a revolution is coming in geospatial technology – big data is democratizing, satellites are shrinking, and the science of where has never been more important to the health and future of our planet. We provide a leading voice in geospatial industry trends, insights and cross-industry applications to help inspire and conspire with the next generation of great geospatial ideas.

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FOSS4G NA 2024 - Optimized Geospatial Indexing for Hybrid Search and GeoAI - Nicholas Knize

Project Geospatial

31 minutes 23 seconds

1 year ago

FOSS4G NA 2024 - Optimized Geospatial Indexing for Hybrid Search and GeoAI - Nicholas Knize

Nicholas Knize discusses optimizing geospatial indexing and hybrid search using advanced data structures within the Lucene framework at FOSS4G NA 2024. He emphasizes reducing cloud infrastructure waste and improving geospatial data processing efficiency. Highlights 🌍 Discusses hybrid search and GeoAI advancements. 💡 Explains the evolution of geospatial data structures in Lucene. 📉 Addresses cloud infrastructure waste, estimated at $72 billion. ⚙️ Describes improvements in handling complex shapes and polygons. 🔄 Highlights collaboration between vector and geospatial indexing. 📊 Emphasizes efficiency in search data structures for better performance. 🛠️ Shares insights from experience at Elasticsearch and Lucene. For more content like this check out www.projectgeospatial.com #Geospatial #DataStructures #HybridSearch #CloudComputing #GeoAI #Lucene #FOSS4G