Causal Inference for Product Decisions
Moving teams beyond correlation dashboards to causal models that actually inform decisions.
Sofia Russo Jul 15, 2024 · 10:30 AM
All conferences
Edition 8 · 2024
AI-Native Data Platforms
Seattle, WASeattle Convention Center
July 15–17, 2024
8,900
Attendees
142
Talks
63
Papers
Headliners
Keynote speakers
Program highlights
Query Optimization in the Age of Open Formats
How cost-based optimizers are being rebuilt for Iceberg, Delta, and the disaggregated stack.
David Goldberg Jul 15, 2024 · 2:30 PM
Change Data Capture at High Volume
Keeping operational databases and the lakehouse in sync without melting the source system.
Omar Haddad Jul 16, 2024 · 10:30 AM
FinOps for Multi-Cloud: Stop Guessing, Start Governing
A governance framework that gives finance and engineering one shared, real-time view of spend.
Erik Larsen Jul 16, 2024 · 12:30 PM
On-Call for Data: Building a Reliability Culture
The tooling, runbooks, and incentives that keep data products dependable and engineers rested.
Terrence Walker Jul 16, 2024 · 3:00 PM
Evaluating LLMs You Can Actually Trust
A practical framework for building evaluation suites that catch real regressions, not vibes.
Dr. Aisha Rahman Jul 17, 2024 · 9:00 AM
Storage Engines for Geo-Distributed Databases
Design tradeoffs in LSM trees, replication, and consensus for databases that span continents.
Daniel Park Jul 17, 2024 · 9:00 AM
Secure Multi-Cloud Networking for Data Teams
Connecting data platforms across providers without opening holes your security team will hate.
Diego Ramirez Jul 17, 2024 · 10:30 AM
Exactly-Once at a Million Events per Second
Lessons from running mission-critical streaming pipelines with strict ordering and replay guarantees.
Lin Zhao Jul 17, 2024 · 3:00 PM
Benchmarks You Can Trust
Why most ML benchmarks mislead, and how to build evaluation suites that survive contact with reality.
Dr. Katherine Wolfe Jul 17, 2024 · 4:30 PM
Proceedings
Peer-reviewed papers — 2024
Cross-Cloud Orchestration Patterns for Resilient Data Platforms
E. Larsen, D. Ramirez
Cloud202442 citations
Deterministic Replay in Exactly-Once Stream Processors
L. Zhao, K. Nakamura
Streaming202451 citations
A Survey of Multi-Cloud FinOps Governance Models
E. Larsen, P. Adeyemi
Cloud202444 citations
Golden Paths for Infrastructure Provisioning with Policy-as-Code
C. Mendez, I. Santos
Platform Engineering202434 citations
Adaptive Checkpointing for Exactly-Once Stream Processing on Spot Instances
L. Zhao, B. Andersen
Streaming202426 citations
Self-Tuning Resource Governors for Multi-Tenant Query Services
Y. Patel, U. Johansson
Cloud202422 citations
Distributed Tracing with Causal Consistency in Event-Driven Microservices
K. Nakamura, F. Almeida
DevOps202426 citations
Vector Similarity Search Over Hybrid On-Disk and In-Memory Indexes
S. Volkov, D. Chen
AI Systems202435 citations
Fine-Grained Access Control with Attribute-Based Encryption in Data Lakes
P. Adeyemi, W. Kim
Security202429 citations
ML-Driven Query Optimizer Hints Through Reinforcement Learning
C. Williams, H. Tanaka
Analytics202424 citations
Automated Data Quality Scoring for Streaming Ingestion Pipelines
T. Han, G. Park
Data Governance202419 citations
Unified Batch and Stream Processing with Stateful DoFn Abstractions
L. Zhao, Q. Zhang
Streaming202436 citations
Declarative Feature Engineering Pipelines for Real-Time ML Serving
V. Cruz, B. Andersen
ML Infrastructure202427 citations