Tenant-Level SLA Enforcement on Columnar Query Engines
Keeping shared query engines fair requires admission control below the optimizer.
Priya Subramaniam
OLAP Economics
Sandboxed Branch Environments for AI Agent Data Experimentation
Agents need isolated data environments to explore safely without risking production.
Marcus Delacroix-Hwang
Eliminating the Batch Layer in Real-Time Risk Engines
Streaming pipelines eliminate the accuracy gap that batch layers leave in real-time risk decisions.
Priya Subramaniam
SLO vs SLI Definitions Applied to OLAP Query Pipelines
Measure data freshness, completeness.
Marcus Delacroix-Hwang
Permissioning Models for Read-Only Agent Access in OLAP Databases
Securing agent queries requires row filtering, column masking, and audit trails.
Tomáš Vedral
Query Audit Log Standards for Autonomous Database Clients
Autonomous database agents need structured audit logs that bind identity, intent, authorization.
Priya Subramaniam
Compute Isolation Requirements for AI Agent Database Access
Database isolation requirements protect against agent-driven blast radius, not just access scope.
Marcus Delacroix-Hwang
Noisy Neighbor Query Isolation in Shared OLAP Cache Environments
Shared OLAP caches need tenant isolation beyond query rate limits.
Tomáš Vedral
Error Budget Tracking for Analytics Workloads With Variable Query Complexity
Weight analytics query failures by complexity to reveal true infrastructure strain.
Rashida Okonkwo-Bell
SLO Burn Rate Alerting in Streaming Ingest Environments
Adapt burn-rate alerting to streaming data by measuring delivery, not just broker health.
Priya Subramaniam
When to Route Real-Time Event Data Away From OLTP Into OLAP
Scan patterns and concurrent queries signal when analytical work belongs in a separate store.
Marcus Delacroix-Hwang
Agentic Query Workloads vs Human Query Workloads
Agents investigate in parallel bursts that demand separate infrastructure from human analytics.
Tomáš Vedral