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The DataFunCon2024 Beijing conference on July 5‑6 showcases a series of technical talks about real‑time lakehouse architectures, big‑data analytics, and cloud‑native data warehouses, offering practitioners insights into Apache Paimon, SelectDB, and Doris implementations for faster, more agile data processing.
This article details how SelectDB’s inverted‑index, Variant data type, and sampling capabilities were integrated into GuanceDB to replace Elasticsearch, achieving up to 70% storage cost reduction, 2‑4× query speed improvement, and a ten‑fold overall cost‑performance boost for log analytics and observability workloads.
The Apache Doris Summit Asia 2023 showcased the milestone 2.0 release, impressive performance gains, rapid community growth, and diverse industry deployments, while outlining future cloud‑native and unified analytics directions that position Doris as a leading real‑time data warehouse solution.
This presentation introduces Apache Doris, examines changing data analysis demands in the cloud era, explains why SelectDB was created, and details SelectDB’s cloud‑native architecture, performance, unified capabilities, ease of use, cost efficiency, open‑source nature, and its application scenarios for modern data warehousing and log analytics.
SelectDB shares its perspective on modern data analytics stacks, detailing the current challenges, the evolution of data architectures, and how Apache Doris enables a real‑time unified data foundation, while also reviewing Doris 1.2’s latest features, performance gains, and future roadmap.