feat: Quick wins - SCIOT-039,040,041,044,046#41
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- SCIOT-039: Bound MQTT task queue with max_queue_size config * Added max_queue_size to settings.yaml (default 1000) * Added validation in config.py * Implemented bounded queue in MqttClient with backpressure handling * Worker thread processes queued messages - SCIOT-040: Config validation for offloading_algo and MQTT queue * Added _validate_offloading_algo() with ema_alpha range validation (0.0, 1.0] * Added max_queue_size validation for MQTT transport - SCIOT-041: Make EMA alpha configurable * Added offloading_algo.ema_alpha to settings.yaml * Added load_ema_alpha() in request_handler.py * Replaced hardcoded alpha=0.5 with config value in EMA updates - SCIOT-044: Replace print statements with structured logging * Converted all print() in request_handler.py to logger.info()/warning() * Converted print() in http_server.py to logger.error()/info() * Header table, inference timing, profiler exports, model registration now use structured logging - SCIOT-046: Add time breakdown telemetry * Created src/sciot/telemetry.py with @profile_phase decorator * Phase timing utilities: start_phase/end_phase, get_phase_stats * Predefined phases: preprocessing, device_compute, network_transfer, edge_compute, postprocessing, offloading_decision, total_inference * Thread-safe with per-phase statistics All unit tests pass (config, inference_protocol, offloading_decisions, dashboard, variance, etc.)
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….github.io submodule - Moved 3 split computing papers from lbedogni.github.io/files/ to files/: - 2511.18151_AVERY.md (Adaptive VLM Split Computing for UAVs) - 2512.09963_GoodSpeed.md (Fair Goodput with Speculative Decoding) - 2603.14958_SALT.md (Closed Split Computing Personalization) - Created split-computing-papers-summary.md with comparative summary - Updated lbedogni.github.io submodule to latest master (synced moved files)
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SCIOT-039: Bound MQTT task queue with max_queue_size config
SCIOT-040: Config validation for offloading_algo and MQTT queue
SCIOT-041: Make EMA alpha configurable
SCIOT-044: Replace print statements with structured logging
SCIOT-046: Add time breakdown telemetry
All unit tests pass (config, inference_protocol, offloading_decisions, dashboard, variance, etc.)