AI-Driven Self-Healing across the Edge-Cloud Continuum: A Systematic Literature Review (Replication Package)

The Replication Package provides a structured and transparent record of the systematic literature review process for the study on AI-Driven Self-Healing across the Edge-Cloud Continuum. It is organized into three distinct components to ensure the reproducibility of the research: the Raw Data sheet serves as the initial repository of all identified literature and their associated metadata; the Filters sheet meticulously tracks the multi-stage screening decisions made by reviewers to minimize selection bias; and the QA Metrics sheet details a rigorous quality assessment where each included study is scored against specific research questions and criteria, such as use-case applicability and gap identification. Together, these elements offer a verifiable audit trail that justifies the final selection of primary studies and the subsequent analysis.

本复现包（Replication Package）为围绕边云连续体（Edge-Cloud Continuum）上人工智能驱动的自愈（AI-Driven Self-Healing）主题的系统性文献综述研究，提供了结构化且透明的全过程记录。为保障研究可复现性，本包分为三个独立模块：原始数据表（Raw Data sheet）作为所有已识别文献及其对应元数据的初始存储库；筛选记录表（Filters sheet）会详细记录评审人员做出的多阶段筛选决策，以尽可能降低选择偏倚；质量评估指标表（QA Metrics sheet）则详细说明了一套严谨的质量评估流程：针对每项纳入的研究，结合特定研究问题与评估准则（如用例适用性、研究空白识别等）进行评分。上述三个模块共同构成了可验证的审计轨迹，可为最终纳入的原始研究筛选以及后续分析提供严谨依据。