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Blockchain technology continues to promise transformative impact across domains such as supply chains, finance, and the Internet of Things (IoT). However, the rapid growth and increasing heterogeneity of blockchain platforms have made architectural decision-making progressively more complex for software architects. This study extends and updates a previous Multivocal Literature Review (MLR) to systematically identify and characterize active blockchain networks across foundational protocol layers. We analyze key architectural dimensions including consensus mechanisms, decentralization and access control models, smart contract support, block and ledger structures, interoperability features, and architectural lineage. Drawing on both academic and gray literature, we characterize a total of 147 blockchain networks spanning Layers-0 through-2. Our findings reveal an ecosystem largely driven by industrial innovation, with limited consolidation in the formal academic literature. The resulting architectural mappings aim to support software architects in making informed, evidence-based decisions when integrating blockchain technologies into software-intensive systems.
Sobral et al. (2026) studied this question.