Il laboratorio “HPC: Key Technologies and Tools” (HPC-KTT) si propone, collaborando strettamente con i maggiori centri di supercalcolo e con i centri di eccellenza su specifici domini applicativi, di diventare un punto di riferimento importate per il settore HPC.
Le aree di ricerca in cui opera sono 7 ed hanno carattere metodologico e tecnologico, nelle quali si possono distingure vari ambiti applicativi:
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Computer Architecture & EDA (Core, Memory, Interconnect, Accelerators, Storage, Network, HLS and design methodologies, RTL and Physical design)
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System Software (Compilers, DSL/Metaprogramming Tools, Resource Management, Power Management, Thermal Management, Multi-tenancy Support, Scheduling/Workload Management, Distributed Memory Management, Shared Memory Management, I/O Optimization, Storage System)
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Programming Models (Stream Models, PGAS, Heterogeneous/Hybrid Models, Data Parallel Models, Task Based Models, Distributed Programming Models)
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Extra Functional Properties (Performance, Energy/Power/Thermal, Security, Accuracy, Reliability, Autotuning and Optimization, Performance predictability)
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Emerging Technologies (Quantum Computing, Computing Continuum/HPC-On-The-Edge, Machine Learning)
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Theory, Algorithms and Data Structures (Parallel Algorithms for Numerical Analysis, Parallel Algorithms for Data Science, Big Data and AI, Distributed Network Algorithms, Data Structures for Irregular Applications, Theory of Parallel Computation, Design and Analysis of Algorithms)
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Computing Methodologies & Applications (Parallel Computing Methodologies, Mathematical Software, Scientific Computing and Simulations, Engineering, Emerging HPC applications)
Per visionare nel dettaglio le Competence List clicca qui.