RESEARCH ARCHIVE · 5 FILES
Research
in public.
QUESTIONS · METHODS · ARTIFACTS
Notes, papers and unfinished thinking, kept readable.
FEATURED RESEARCH~/RESEARCH · INDEX
01Reducing p95 Latency and SLO Violations with ML-Driven AutoscalingA lightweight predictive autoscaler for Kubernetes that uses short-horizon traffic forecasts to act before tail latency crosses an SLO.02FreeRTOS Performance and Verification on RISC-VA bachelor's thesis study combining QEMU experiments, real-time measurements, and hardware implementation insights on FreeRTOS and RISC-V.03PanUring: A Java/Panama io_uring RuntimeA zero-dependency Java Foreign Function & Memory API core for raw Linux io_uring, with typed lifecycle and networking experiments.04Predictive Heating with Model-Predictive ControlA building simulation that compares thermostat control with constrained receding-horizon MPC under weather and model uncertainty.05Batching Over SingleflightA factorial study of deduplication and cross-key batching in a read-heavy cloud-edge service.