Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Sintr: Safe Interactive Transactions in the Presence of Byzantine ClientsDatabricks · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28FleCSI: Flexible Computational Science InfrastructureDatabricks, Microsoft, NVIDIA · The Journal of Open Source SoftwareAug 14AutoLiquid: Autonomic Data Layout Optimization for the Databricks LakehouseDatabricks · Proceedings of the VLDB EndowmentAug 1The Three Golden Ages of Database Engineering: From SIGMOD'85 to the Agentic EraDatabricks · Proceedings of the VLDB EndowmentAug 1Ultron: History-Based Query Optimization at DatabricksDatabricks · Proceedings of the VLDB EndowmentAug 1Enzyme Demo: Incremental View Maintenance for Data EngineeringDatabricks · Proceedings of the VLDB EndowmentAug 1A Decade of Apache Spark Structured Streaming: How We Evolved The Architecture To Meet Real-World NeedsDatabricks · Proceedings of the VLDB EndowmentAug 1Lakebase: Serverless Postgres over Open Lake StorageDatabricks · Proceedings of the VLDB EndowmentAug 1AutoIndex: Learning Representation Programs for RetrievalDatabricks · arXiv (Cornell University)Jul 21Can QPP Choose the Right Query variant? Evaluating Query Variant Selection for RAG PipelinesDatabricks · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15Multi-expert ensemble models for cyber adversary behavior predictionDatabricks · European Conference on Modelling and Simulation (ECMS)Jun 23SEVRA-BENCH: Social Engineering of Vulnerabilities in Review AgentsDatabricks, Microsoft · arXiv (Cornell University)Jun 11PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented GenerationDatabricks · arXiv (Cornell University)Jun 1Enzyme: Incremental View Maintenance for Data EngineeringAlphabet, Databricks · ACM SIGMOD International Conference on Management of Data (SIGMOD)1 citationMay 26More Skills, Worse Agents? Skill Shadowing Degrades Performance When Expanding Skill LibrariesDatabricks · arXiv (Cornell University)May 21Federated Edge Intelligence for Energy-Efficient Smart Manufacturing NetworksDatabricks · International Conference on Intelligent and Sustainable Electronics & Computing Technologies (INSECT)May 1Post-Quantum Lightweight Cryptography for Secure Communication in IoT-Enabled MicrogridsDatabricks · International Conference on Intelligent and Sustainable Electronics & Computing Technologies (INSECT)May 1PASS: A Power Adaptive Storage ServerDatabricks · European Conference on Computer SystemsApr 24Avicenna: Masking Slowdowns in Replicated State Machines with Counterfactual EvaluationDatabricks, Microsoft · European Conference on Computer SystemsApr 24Toward Agentic Coding: Designing for Habit Formation in AI-Assisted Data WorkDatabricks · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA)Apr 13HIGH PERFORMING DATA PROCESSING ON CLOUD WITH BARE METAL INSTANCESDatabricks · International Journal of Artificial Intelligence & ApplicationsMar 28app.build: A Production Framework for Scaling Agentic Prompt-to-App Generation with Environment ScaffoldingDatabricks · IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)Mar 17What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference AlignmentDatabricks · Proceedings of the AAAI Conference on Artificial IntelligenceMar 14CodeScout: Contextual Problem Statement Enhancement for Software AgentsDatabricks · arXiv (Cornell University)Mar 5CodeScout: Contextual Problem Statement Enhancement for Software AgentsDatabricks · arXiv (Cornell University)Mar 5