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Applied Sciences, Vol. 16, Pages 9069: Empirical Static and Infrastructure Evaluation of Microservice Frameworks Across JVM, GraalVM Native Image, and Rust in Containerized Environments
21+ hour, 43+ min ago (591+ words) Framework and runtime selection for containerized microservices are usually guided by request-level benchmarks, yet deployment-facing costs often dominate operational expenditure in Kubernetes environments. This study empirically evaluates four such infrastructure characteristics: container image size, startup time, idle resource consumption, and…...
Applied Sciences, Vol. 16, Pages 9000: Adaptive Structural Productivity Modeling and Analytics for Software Projects
2+ day, 19+ hour ago (359+ words) Productivity evaluation in industrial software projects is still predominantly based on aggregate Function Point-to-effort ratios. Such an approach overlooks the internal structural and functional heterogeneity of software projects, potentially leading to misleading comparisons between systems characterized by similar functional sizes…...
Applied Sciences, Vol. 16, Pages 8968: Mobile Aseptic Processing Platforms for Decentralized Food Preservation: Engineering and Applications for Circular and Resilient Food Manufacturing
3+ day, 4+ hour ago (492+ words) Total postharvest losses of fresh fruits and vegetables in tropical and subtropical agricultural systems frequently exceed 30 percent, driven by high crop perishability, limited cold-chain infrastructure, and the geographic concentration of conventional processing facilities far from production zones. This review examines…...
Applied Sciences, Vol. 16, Pages 8959: LB-Louvain: Balancing Transaction Locality and Shard Load in Account-Based State Sharding
3+ day, 19+ 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 8940: Design-Oriented User Experience Analysis of Consumer AI Glasses Using Large-Scale Online Reviews: Large Language Model-Assisted Aspect-Based Sentiment Analysis and Explainable Machine Learning
4+ day, 2+ hour ago (417+ words) The functions and application scenarios of AI glasses continue to expand; however, research on design optimization informed by user needs and usage experiences remains limited. This study develops a natural language processing framework for design optimization that integrates BERTopic, large…...
Applied Sciences, Vol. 16, Pages 8935: Multi-Feature Fusion-Based Visual Security Index for Perceptual Image Encryption
4+ day, 4+ hour ago (308+ words) Visual security quantification is critical for evaluating perceptual image encryption schemes. Traditional visual security indices often rely on partial feature extraction and fixed-position block matching, which limits their capability to capture localized information leakage. To address these limitations, this paper…...
Applied Sciences, Vol. 16, Pages 8907: Non-Invasive Robotic Door Lock-State Verification via a Dedicated Low-Complexity Mechanism
5+ day, 47+ min ago (407+ words) The inspection of conventional door locks in public buildings is a repetitive security task commonly performed manually at predefined times. This paper presents the development and experimental validation of a non-invasive, low-complexity robotic system designed for autonomous door lock-state verification....
Applied Sciences, Vol. 16, Pages 8889: Adaptive Encryption Framework for Web Applications: A Risk-Based Approach to Dynamic Algorithm Selection
5+ day, 20+ hour ago (625+ words) Web applications increasingly handle sensitive data in diverse use cases, but conventional encryption implementations apply a uniform level of cryptographic protection to all traffic, regardless of the associated risk. This static approach results in either excessive computational overhead when applying…...
Applied Sciences, Vol. 16, Pages 8887: From Data Quality to Quality of Agentic Data Use: A Conceptual Framework for Agentic Data Engineering
5+ day, 21+ hour ago (587+ words) Large language models and AI agents are extending data-engineering automation beyond isolated artifact generation toward end-to-end processes in which agents interpret requirements, select data, generate transformations, invoke tools, validate results, and communicate analytical outputs. This shift introduces risks that conventional…...
Applied Sciences, Vol. 16, Pages 8849: Lexicon-Enhanced Fine-Grained Sentiment Classification for Online Social-Behavior Analysis
1+ week, 21+ hour ago (526+ words) Online social networks generate large volumes of textual data that reflect users’ opinions, affective expressions, and broader patterns of engagement and social behavior. However, natural language processing approaches frequently examine sentiment, trust-related signals, and behavioral indicators independently, limiting their ability…...