The research
Conference proceedings
Every accepted paper goes through double-blind peer review. Browse the archive spanning every edition since 2017.
2025
20 papersDelta Lake Time Travel for Point-in-Time Analytics at Petabyte Scale
A. Okafor, J. Rivera
Data Engineering 23 citations
Self-Improving Training Pipelines with Active Data Selection
R. Mehta, V. Cruz
AI Systems 18 citations
Adaptive Partitioning for Petabyte-Scale Lakehouses
A. Okafor, M. Bell, J. Rivera
Storage 23 citations
Cost-Aware Scheduling for LLM Inference Clusters
R. Mehta, V. Cruz
AI Systems 19 citations
Contextual Embedding Caching for Low-Latency RAG Inference
A. Patel, M. Bell
AI Systems 12 citations
Schema-Aware Data Mesh Catalogs with Automated Lineage Discovery
N. Clarke, D. Chen
Data Engineering 16 citations
Windowing Strategies for Late-Arriving Data in High-Throughput Streams
L. Zhao, K. Nakamura
Streaming 21 citations
Retrieval-Augmented Generation Pipelines Over Proprietary Document Corpora
R. Mehta, X. Dubois
AI Systems 8 citations
OpenTelemetry-Based Observability for Serverless Data Functions
O. Müller, W. Kim
DevOps 6 citations
Tiered Storage Compaction Strategies for Time-Series Databases
U. Johansson, M. Bell
Data Engineering 13 citations
Decentralized Data Mesh Governance with Federated Computational Policies
N. Gupta, Y. Patel
Data Governance 4 citations
WASM-Based User-Defined Functions for Portable Stream Processing
I. Santos, Z. Thompson
Streaming 10 citations
k-Anonymity Guarantees in Real-Time Data Publication Pipelines
P. Adeyemi, D. Chen
Security 9 citations
Multi-Modal Embedding Pipelines for Unified Search Across Data Assets
V. Cruz, S. Volkov
AI Systems 15 citations
Continuous Integration for Data: Testing Schema Changes in CI/CD
Q. Zhang, O. Müller
Data Engineering 12 citations
Just-in-Time Data Transformation with Query-Time Materialization
W. Kim, C. Williams
Data Science 7 citations
Stateful Serverless Functions with Durable Exactly-Once Guarantees
J. Rivera, B. Andersen
Cloud 11 citations
Graph-Based Dependency Resolution for Polyglot Data Pipelines
T. Han, F. Almeida
Data Engineering 6 citations
Predictive Cost Modeling for Multi-Cloud Data Platforms
B. Fisher, E. Larsen
Cloud 17 citations
Liquid Clustering for Adaptive Layout Optimization in Data Lakes
D. Chen, R. Mehta
Data Engineering 4 citations
2024
13 papersCross-Cloud Orchestration Patterns for Resilient Data Platforms
E. Larsen, D. Ramirez
Cloud 42 citations
Deterministic Replay in Exactly-Once Stream Processors
L. Zhao, K. Nakamura
Streaming 51 citations
A Survey of Multi-Cloud FinOps Governance Models
E. Larsen, P. Adeyemi
Cloud 44 citations
Golden Paths for Infrastructure Provisioning with Policy-as-Code
C. Mendez, I. Santos
Platform Engineering 34 citations
Adaptive Checkpointing for Exactly-Once Stream Processing on Spot Instances
L. Zhao, B. Andersen
Streaming 26 citations
Self-Tuning Resource Governors for Multi-Tenant Query Services
Y. Patel, U. Johansson
Cloud 22 citations
Distributed Tracing with Causal Consistency in Event-Driven Microservices
K. Nakamura, F. Almeida
DevOps 26 citations
Vector Similarity Search Over Hybrid On-Disk and In-Memory Indexes
S. Volkov, D. Chen
AI Systems 35 citations
Fine-Grained Access Control with Attribute-Based Encryption in Data Lakes
P. Adeyemi, W. Kim
Security 29 citations
ML-Driven Query Optimizer Hints Through Reinforcement Learning
C. Williams, H. Tanaka
Analytics 24 citations
Automated Data Quality Scoring for Streaming Ingestion Pipelines
T. Han, G. Park
Data Governance 19 citations
Unified Batch and Stream Processing with Stateful DoFn Abstractions
L. Zhao, Q. Zhang
Streaming 36 citations
Declarative Feature Engineering Pipelines for Real-Time ML Serving
V. Cruz, B. Andersen
ML Infrastructure 27 citations
2023
8 papersVectorized Execution Beyond Columnar Storage
M. Bell, S. Volkov
Query Engines 97 citations
Confidential Query Processing Over Encrypted Data Lakes
P. Adeyemi, M. Bell
Security 58 citations
Workload-Aware Partition Pruning with Learned Index Structures
D. Chen, U. Johansson
Data Engineering 45 citations
Canary Deployments for Data Pipeline DAGs in Production
B. Andersen, Q. Zhang
DevOps 39 citations
GPU-Accelerated Window Aggregations on High-Velocity Streams
F. Almeida, L. Zhao
Streaming 52 citations
Provenance-Based Audit Logging for Regulatory Compliance
H. Tanaka, X. Dubois
Data Governance 41 citations
Infrastructure Drift Detection via Symbolic Execution of IaC Templates
I. Santos, W. Kim
Platform Engineering 33 citations
Merge-on-Read versus Copy-on-Write: A Cost Model for Real-Time Ingestion
Z. Thompson, J. Rivera
Data Engineering 56 citations
2022
7 papersData Contracts: Formalizing the Producer–Consumer Boundary
A. Okafor, T. Han
Data Engineering 146 citations
Online/Offline Consistency in Real-Time Feature Stores
L. Zhao, V. Cruz, R. Mehta
ML Platforms 118 citations
Data Quality Scorecards: Quantifying Freshness and Completeness at Scale
W. Liu, J. O'Brien
Data Engineering 94 citations
Confidential Computing for Secure Multi-Party Data Sharing
P. Adeyemi, X. Dubois
Security 74 citations
Transactional Guarantees in Object-Store-Based Lakehouses
J. Rivera, Z. Thompson
Cloud 88 citations
Adaptive Materialized View Selection Under Evolving Workloads
C. Williams, Y. Patel
Analytics 63 citations
Federated Learning Orchestration Across Geographically Distributed Data Nodes
G. Park, N. Gupta
ML Infrastructure 48 citations
2021
5 papersFoundation Models as a Shared Infrastructure Layer
V. Cruz, A. Okafor
AI Systems 224 citations
Differential Privacy Budget Allocation for Analytical Query Workloads
E. Larsen, P. Adeyemi
Security 89 citations
Hardware-Aware Query Compilation for Heterogeneous Cloud Instances
S. Volkov, I. Santos
Cloud 115 citations
Temporal Graph Models for Root-Cause Analysis in Microservice Architectures
R. Mehta, K. Nakamura
DevOps 82 citations
Graph-Native Architectures for Lineage-Aware Data Catalogs
D. Chen, T. Han
Data Governance 128 citations
2020
4 papersProgrammable Warehouses: Applications on Cloud OLAP
M. Bell, E. Larsen
Analytics 198 citations
Consistent Hashing for Stateful Stream Operators Under Elastic Scaling
K. Nakamura, L. Zhao
Streaming 142 citations
Automated Schema Inference for Semi-Structured Data Lakes
N. Gupta, A. Okafor
Data Engineering 135 citations
Benchmarking Cloud-Native OLAP Engines on TPC-DS Derived Workloads
M. Bell, C. Williams
Analytics 97 citations
2019
3 papersSchema Evolution Strategies for Open Table Formats
A. Okafor, L. Zhao
Storage 271 citations
Lightweight Data Lineage Tracking with Minimal Runtime Overhead
T. Han, B. Andersen
Data Governance 156 citations
Cost-Based Optimization of Hybrid Cloud Query Execution
R. Mehta, I. Santos
Cloud 183 citations
2018
2 papersElastic Autoscaling for Bursty Analytical Workloads
E. Larsen, M. Bell
Cloud 256 citations
Columnar Compression Techniques for Cold Storage Tiering
C. Williams, S. Volkov
Analytics 203 citations
2017
1 paperFoundations of the Modern Cloud Data Warehouse
M. Bell, A. Okafor, V. Cruz
Analytics 348 citations