12th International Conference on Data Mining and Database Management Systems (DMDBS 2026)
December 19 ~ 20, 2026, Sydney, Australia
Scope & Topics
12th International Conference on Data Mining and Database Management Systems (DMDBS 2026) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Computer DMDBS and Communications. The aim of the conference is to provide a platform to the researchers and practitioners from both academia as well as industry to meet and share cutting-edge development in the field.
Authors are solicited to contribute to the conference by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the following areas, but are not limited to.
Topics of interest include, but are not limited to, the following
- AI Native Databases and Learned Data Systems
- Learned Indexes, Query Optimization and Storage Engines
- AI Accelerated Query Processing and Transaction Management
- LLM Integrated Databases and RAG Systems
- Vector Databases, Embedding Stores and Semantic Indexing
- LLM Oriented Storage and Semantic Compression
- Agentic Data Systems, Agent Memory Stores and Autonomous ETL
- Multi Agent Data Coordination and Agent Oriented Databases
- Deep Learning, Graph Mining and Causal Data Mining
- Time Series, Anomaly Detection and Synthetic Data Mining
- Synthetic Data Platforms and Evaluation Benchmarks
- Streaming Databases, HTAP Systems and Cloud Native Data Infrastructure
- Distributed Query Engines and Web Scale Data Systems
- DataOps, Intelligent Pipelines and AI Driven Observability
- LLM Observability, Drift Detection and Incident Prediction
- Semantic Search, Neural Retrieval and NL Query Interfaces
- LLM Based Query Rewriting and Semantic Query Understanding
- Privacy Preserving Data Systems and Federated Databases
- AI Regulation Aware Systems, Compliance Automation and Auditability
- Model Supply Chain Security and Data Poisoning Defense
- Robotics Data Systems, Embodied AI and Spatial Action Databases
- Edge AI, On Device ML and Federated Feature Stores
- Carbon Aware and Energy Efficient Data Systems
- Scientific Data Systems, Simulation Integrated Databases and Autonomous Science
Paper Submission
Authors are invited to submit papers through the conference Submission System by August 22, 2026 . Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this conference. The proceedings of the conference will be published by Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) series (Confirmed).
Selected papers from DMDBS 2026, after further revisions, will be published in the special issue of the following journals.
Important Dates
| Submission Deadline | : | August 22, 2026 |
| Authors Notification | : | October 10, 2026 |
| Final Manuscript Due | : | October 17, 2026 |
Co - Located Event
***** The invited talk proposals can be submitted to dmdbs@dmdbs2026.org
