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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Krystian Ochmański

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Open access 2026

Benchmarking Parallel Programming Models for High-Throughput Security Telemetry Analytics: OpenMP, MPI, and CUDA

This paper compares three parallel programming paradigms—shared memory (OpenMP), distributed memory (MPI), and heterogeneous GPU computing (CUDA)—for a telemetry-inspired Map-Filter-Reduce-Sort analytics pipeline. The study evaluates datasets ranging from 100 million to 1 billion elements and focuses on end-to-end beha...

Krystian Ochmański, Filip Krużel, M. Nytko · 0 citations

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