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Applied Sciences, Vol. 16, Pages 8959: LB-Louvain: Balancing Transaction Locality and Shard Load in Account-Based State Sharding
4+ day, 22+ hour ago (412+ words) Account-based state sharding improves blockchain parallelism by distributing account states and transaction execution across physical shards, but effective placement must preserve transaction locality without concentrating processing demand on a small number of shards. This paper presents LB-Louvain, a coarse-to-fine account-partitioning…...
Applied Sciences, Vol. 16, Pages 8759: Graph-Based Learning for Android Authorship Attribution: A Comparative Analysis of GNN Models
1+ week, 4+ day ago (471+ words) Code authorship attribution is an important research area for uncovering the source, affiliation, and purpose of software and malware. It encompasses a wide range of techniques for identifying code authorship based on the analysis of authors’ coding styles. These approaches…...