QuestDB Achieves 25x Speedup in Window Join Operations

QuestDB achieved a 25x speedup in WINDOW JOIN operations for time-series workloads by implementing SIMD-vectorized aggregation kernels and data-level parallelism with contiguous memory buffer layouts. This is a significant engineering win for ML pipelines and financial analytics teams running high-frequency temporal queries at scale.