Vectorized Query Engines from First Principles
A ground-up tour of columnar execution, SIMD, and the design tradeoffs behind modern OLAP engines.
Marcus Bell Jul 17, 2023 · 12:30 PM
All conferences
Edition 7 · 2023
Foundation Models Meet Data
New York, NYJavits Center
July 17–19, 2023
7,300
Attendees
128
Talks
62
Papers
Headliners
Keynote speakers
Program highlights
Fairness Guardrails That Ship
Translating fairness research into measurable guardrails teams can actually put into production.
Dr. Grace Adeyemi Jul 17, 2023 · 3:00 PM
Scaling the ML Platform Team
Org design, interfaces, and the platform-as-product mindset behind ML infrastructure that scales.
Anita Desai Jul 17, 2023 · 4:30 PM
Foundation Models as Infrastructure
Why the next platform layer is model-shaped, and how to build a reusable ML platform around it.
Dr. Valentina Cruz Jul 18, 2023 · 9:00 AM
Causal Measurement for Growth Teams
Geo experiments, switchbacks, and synthetic controls when a clean A/B test just isn't possible.
Hana Kim Jul 18, 2023 · 12:30 PM
Real-Time Recommenders at Consumer Scale
Serving large embedding models and fresh features with single-digit-millisecond latency.
Mei Chen Jul 18, 2023 · 2:30 PM
Golden Paths: Platform Engineering on Kubernetes
Designing internal developer platforms that abstract Kubernetes without hiding what matters.
Carlos Mendez Jul 19, 2023 · 9:00 AM
The Modern Ingestion Stack
Batch, streaming, and CDC under one roof — choosing the right tool for each source without sprawl.
Naomi Clarke Jul 19, 2023 · 1:00 PM
Proceedings
Peer-reviewed papers — 2023
Vectorized Execution Beyond Columnar Storage
M. Bell, S. Volkov
Query Engines202397 citations
Confidential Query Processing Over Encrypted Data Lakes
P. Adeyemi, M. Bell
Security202358 citations
Workload-Aware Partition Pruning with Learned Index Structures
D. Chen, U. Johansson
Data Engineering202345 citations
Canary Deployments for Data Pipeline DAGs in Production
B. Andersen, Q. Zhang
DevOps202339 citations
GPU-Accelerated Window Aggregations on High-Velocity Streams
F. Almeida, L. Zhao
Streaming202352 citations
Provenance-Based Audit Logging for Regulatory Compliance
H. Tanaka, X. Dubois
Data Governance202341 citations
Infrastructure Drift Detection via Symbolic Execution of IaC Templates
I. Santos, W. Kim
Platform Engineering202333 citations
Merge-on-Read versus Copy-on-Write: A Cost Model for Real-Time Ingestion
Z. Thompson, J. Rivera
Data Engineering202356 citations