Overall Assessment An exploration of hybrid communication interfaces (REST with keep-alive and WebSocket) integrated with transformer-inspired queues like FlashQueue (in sync/async modes) and MemoryMappedFlashQueue. The focus on practical metrics—latency, throughput, CPU cost, connection amortization, and cache-hit ratios—makes it relevant for real-world message-oriented systems. It’s concise, which suits a short paper or workshop submission, but this … Continue reading Hybrid Async Communication Interfaces with Transformer-Inspired Queues