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A. Sahafi

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Open access 2026

Hybrid Fuzzy-NSGA-II Decision-Support Framework for Multi-Objective Risk Assessment of Construction

Credit risk assessment of construction contractors is a process that predicts the likelihood of project default by analyzing contractors’ past performance. Existing methods are mostly single-objective and often neglect key project dimensions such as time, quality, and cost, limiting their accuracy and effectiveness. Th...

Nazanin Rahmani, M. Golsorkhtabaramiri, A. Sahafi · 0 citations
Sep 2026

The network fabric as a storage orchestrator: a switch-centric architecture

A new class of highly scalable, effective, and resilient network-native services is made possible by Synapse, which removes the main storage bottleneck in contemporary data centers by offloading the entire telemetry capture process to the network fabric.

Seyed Hossein Ahmadpanah, A. Sahafi, S. Erfani · 0 citations

Solving the hybrid action space problem in edge computing: a graph-aware reinforcement learning approach for container management

The Synergistic Policy network for Edge Resource Control (SPERC) is presented, a novel deep reinforcement learning framework designed to solve this joint problem of ensuring performance through appropriate computational resource allocation and minimizing storage costs through image layer sharing.

Seyed Hossein Ahmadpanah, A. Sahafi, S. Erfani · 0 citations

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