AI

Track Chairs : Jerry Tan, junping Du, Gabriel Wang

The AI Sub-forum is a professional exchange platform focusing on the integration of artificial intelligence (AI) technology and Apache open-source projects. This sub-forum aims to bring together developers, researchers, and industry users from around the world to explore the application and development of AI technology in the open-source ecosystem, showcase cutting-edge technologies, share practical experience, and promote the implementation of open-source AI solutions across various industries. Topics suitable for this sub-forum include:

  • AI-related projects under the Apache Foundation (e.g., focusing on open-source AI frameworks and foundational libraries such as Apache TVM, Mahout, Singa, SystemML, etc.).

  • Optimization of individual Apache projects in AI scenarios (e.g., projects like Spark MLlib, Flink ML).

  • AI solutions in industrial scenarios based on combinations of multiple Apache projects (e.g., methods for building AI businesses by certain enterprises using a combination of Apache projects).

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Unlocking maximize heterogeneous GPU utilization in Cloud Native way: Leveraging the Power of HAMi Chinese Session Xiao Zhang

Apache Doris AI exploration and practice Chinese Session YiJia Su

Apache Gravitino (incubating), the answer of metadata management in AI era Chinese Session Xiaojing Fang

Catalogs as Context: Using metadata to power and govern the next wave of AI development English Session Lisa N. Cao

Enhancing API Discovery with LLM: Supported with eBay's NuGraph Powered by Apache TinkerPop English Session Wei Chen

From Data to AI: Building a Unified Analytics Platform with Apache Cloudberry Chinese Session Chuanxin Bian

Hybrid Search in Apache Doris Chinese Session Lee Happen

Integrating LLMs into CI/CD Pipelines: A Case Study on Improving Apache Project Code Quality Chinese Session Yi Yuan

Lance, the data format for the frontiers of multimodal AI Chinese Session Lei Xu

Modern ETL for Text Vector Data Using Apache SeaTunnel and Amazon Bedrock Chinese Session Xin Zhang

Quantum AI: The Dawn of Hyper-Intelligence English Session Prakul Hiremath

To MCP or Not to MCP? Designing Composable AI Systems with Open Protocols English Session Miley Fu

Why do we need an open source AI gateway Chinese Session Yuansheng Wang