Author

Abhiyan Dhakal

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Preprint Aug 2026

A Bounded Reclaim Actuator for PSI-Guided Compressed Memory: A Controlled Ablation

When the aggregate working set of active processes exceeds physical RAM capacity, the machine experiences memory pressure. Applications may therefore slow down before the kernel kills a process. Linux provides several ways to observe and respond: Pressure Stall Information (PSI) can detect memory-related task stalls, z...

Abhiyan Dhakal, Sanjog Sigdel · 0 citations

#machine learning Preprint Sep 2026

Sector-Mean: Deterministic Initialization of K-Means Centroids via Angular Sector Partitioning

K-Means is one of the most widely used clustering algorithms, but its susceptibility to initial centroid selection remains a primary bottleneck for its convergence speed and clustering accuracy. This paper proposes Sector-Mean Initialization, a deterministic initialization strategy with O(N) time complexity that partit...

Abhiyan Dhakal, Pranish Kafle, Rajani Chulyadyo · 0 citations