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AGENTS.md Rule 5 Compliance: PASSED (100% In-Step)
Zero overlap between REPORTED_CAMPAIGNS (6) and EXCLUDED_CAMPAIGNS (5). Table sum desynchronization prevented.
Active Doctoral Papers
PAPER1-IOTJ
IEEE Internet of Things Journal (IoT-J)
Submitted (2026-10-28)
Slowing Down to Save: A Longitudinal, Carbon-Aware Evaluation of Large Language Model Inference on CPU-Only Edge Nodes
Max Pages: 12
Current Pages: 12
TBDs: 0
Overfull Hbox: 0
PAPER2-AGING-POSITION
IEEE Internet Computing / IEEE Software / WOSAR
In Preparation (Unblocked)
Software Aging and Rejuvenation for Large Language Model Inference on IoT and Edge Nodes: A Position and Research Agenda
Max Pages: 6
Current Pages: 5
TBDs: 4
Overfull Hbox: 0
PAPER3-MECHANISM
IEEE Trans. Dependable and Secure Computing (TDSC)
Pilot Experiment Active (ubuntu-llm)
Layer Localization and Mechanism Isolation of Performance Decay in Sustained Edge LLM Inference
Max Pages: 10
Current Pages: In Execution
TBDs: 8
Overfull Hbox: 0
PAPER4-FRAMEWORK
IEEE Trans. Green Communications and Networking (TGCN)
Theoretical Formulation Verified (T* Closed-Form)
Energy- and Carbon-Aware Software Rejuvenation Scheduling for Edge LLM Services
Max Pages: 10
Current Pages: Design Stage
TBDs: 6
Overfull Hbox: 0
Exposed MCP Tools
audit_pipeline_sync — Validates EXCLUDED vs REPORTED lists and numbers.tex macro integrity.check_paper_tbds_and_citations — Scans all 4 repositories for unresolved placeholders and citation linkages.reconcile_advisor_comments — Parses \hl highlights and editorial notes to track advisor review reconciliation.compile_and_check_overfull — Compiles with latexmk, monitors page count ceilings and catches overfull \hbox.