This tennis player dataset at 35.93 MB is well-suited for single-node deployment, as it comfortably fits in memory on modern hardware and requires no distributed infrastructure overhead. The 50.0 bytes-per-row density indicates minimal compression opportunity—the data is already lean, likely containing mostly numeric serve/return metrics with limited text fields. At current scale, the dataset sits far below typical threshold triggers (100+ GB) that would justify distributed systems; growth would need to exceed 1,000x before architectural changes become necessary. Prioritize query optimization and indexing strategy over infrastructure expansion.