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Abstract: Federated learning allows users to collaboratively train models, but studies have shown that local model parameters may leak users’ privacy. Furthermore, the global model in federated ...

Abstract: In this paper, we focus on the application of coded distributed computing (CDC) in a multi-server clustered network (MSCN), which is designed to accelerate the gradient update process in ...

Security Note: At this stage, the MCP server is intended for local use only. If using the StreamableHTTP transport, always configure the MCP_ALLOWED_ORIGINS environment variable to restrict access to ...

Professional AI-powered architecture diagram generator with multi-cloud support and MCP (Model Context Protocol) server integration. Generate beautiful, accurate diagrams with provider-specific icons ...

The home-services sector—a market expected to reach $1.42 trillion by 2030—has historically operated with fragmented workflows, unpredictable demand cycles and highly localized service structures.