Author

Alfreds Lapkovskis

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Jul 2026

A Taxonomy of Performance Metrics for the Distributed Computing Continuum

A structured taxonomy of performance metrics for DCCS is presented, which organizes metrics into computing-level, network-level, and application/user-level categories, while also highlighting emerging dimensions such as sustainability, observability, adaptability, data locality, migration awareness, and continuum fragm...

Praveen Kumar Donta, Boris Sedlak, Alfreds Lapkovskis et al. · arXiv.org · 0 citations

#artificial intelligence May 2026

Adaptive AI Task Partitioning and Safe Offloading in Heterogeneous Edge-Cloud Continuum

A framework that dynamically splits neural network layers across the heterogeneous continuum and achieves reductions in energy and end-to-end latency is proposed, confirming the superiority of adaptive to static partitioning.

Akuen Akoi Deng, Eimantas Butkus, Alfreds Lapkovskis et al. · Lecture Notes in Computer Sc... · 0 citations