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Home/Authors/Saad Khan

Saad Khan

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Crypto×1AI×1

Frequent co-authors

Siraaj Akhtar1×
Simon Parkinson1×

Research Timeline

2026
Fine-Tuning Small Language Models for Solution-Oriented Windows Event Log Analysis

This paper demonstrates that fine-tuning small language models (SLMs) on a synthetic, solution-rich Windows event log dataset allows them to outperform larger LLMs in identifying issues and providing actionable remediation while maintaining low computational overhead.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIRecentMay 7, 2026

Fine-Tuning Small Language Models for Solution-Oriented Windows Event Log Analysis

Siraaj Akhtar, Saad Khan, Simon Parkinson

This paper demonstrates that fine-tuning small language models (SLMs) on a synthetic, solution-rich Windows event log dataset allows them to outperform larger LLMs in identifying issues and providing…

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