Data processing is a core component of various modern applications ranging from business intelligence to AI/ML technologies. Velox is an open-source unified execution engine that aims to commoditize data processing in these applications. Velox can accelerate AI/ML workloads and popular open-source data platforms using advanced vectorization techniques, adaptive and encoding-aware execution, and modern hardware capabilities.
Join us to hear from key engineers developing Velox and its integrations with large-scale AI/ML platforms, popular open-source compute engines for analytical workloads, such as Presto and Spark (through the Prestissimo and Gluten projects), stream processing, and more.
数据处理是各类现代应用的核心组成部分,其应用范围涵盖商业智能到人工智能 / 机器学习(AI/ML)技术。Velox 是一款开源统一执行引擎,旨在推动这些应用中数据处理功能的通用化与普及。它能够借助先进的向量化技术、自适应且支持编码感知的执行方式,以及现代硬件性能,为人工智能 / 机器学习工作负载和主流开源数据平台提速。
诚邀您参与活动,聆听核心工程师分享 Velox 的开发历程,以及它与各类平台的集成情况。这些平台包括大型人工智能 / 机器学习平台、面向分析型工作负载的主流开源计算引擎(如 Presto 和 Spark,分别通过 Prestissimo 和 Gluten 项目集成),还有流处理平台等。
The conference is now open to the global community for presentation submissions. Whether you are a core developer deeply engaged in the Velox source code, a practitioner who has implemented it in a production environment, or a researcher exploring its future potential, we look forward to your sharing.
When submitting, please use English. You can give your presentation either in Chinese or English.
大会现面向全球社区公开征集议题,无论你是深耕 Velox 源码的核心开发者,还是将其落地于生产环境的实践者,亦或是探索其未来潜力的研究者,我们都期待你的分享。
投稿时,请您使用英文。演讲时,中/英文皆可。