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Author

Mohammad Shahrad

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Sep 2026

Carbon Footprint Context Cards: A Metadata Framework for Software Carbon Accounting

While carbon-focused computing has emerged as a key approach for reducing the environmental footprint of cyberinfrastructure, widely used metrics that simultaneously incorporate operational and embodied impacts such as the Software Carbon Intensity (SCI) struggle to capture the behavior of modern, multi-layered, and mu...

Prateek Sharma, Chang-Yuan Lin, Abel Souza et al. · 1 citation
Book Open access Sep 2026

μslice: Toward Accurate Sub-Core Allocation with eBPF

An eBPF-based scheduling framework is designed and implemented that complements existing kernel mechanisms to improve the accuracy of fine-grained CPU allocation while maintaining low overhead and demonstrates that the proposed approach significantly reduces resource overallocation and performance variability compared...

Chang-Yuan Lin, Mohammad Shahrad · 0 citations
Book Open access Sep 2026

FunPilot: Runtime Performance Diagnosis and Remediation for Serverless Applications with LLMs

FunPilot is presented, a system that enables rapid LLM-assisted diagnosis and remediation for serverless applications that uses an event-driven control loop to diagnose active symptoms, derive control knob updates, and validate remediation decisions while coordinating with the underlying autoscaler.

Chang-Yuan Lin, Ya-Wen Wang, Mohammad Shahrad · 0 citations

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