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Beskrivning
This book constitutes the refereed proceedings of the 4th International Workshop on Asynchronous Many-Task Systems and Applications, WAMTA 2026, held in Garching, Germany, during February 16–18, 2026.The 12 full papers and 2 Short papers included in this book were carefully reviewed and selected from 18 submissions. They focus on the advantages and challenges of task-based programming on modern and future HPC systems.
.- Exploring Performance-Productivity Trade-offs in AMT Runtimes: A Task Bench Study of Itoyori, ItoyoriFBC, HPX, and MPI..- From Promts to Performance: Evaluating LLMs for Task-based Parallel Code Generation..- GPU-Resident Gaussian Process Regression Leveraging Asynchronous Tasks with HPX..- Silent Data Corruption Protection through Efficient Task Replication..- Managing Explicit Communications Within a Sequential Task Flow Paradigm..- Hierarchical Scheduling for Composable Affinity-Aware Policies in Task-Based Runtimes..- First Experiments to Evaluate the Relevance of Task-based Runtime Systems to Implement Large Language Model Applications..- Abstract communicators for task based runtime systems..- Leveraging PaRSEC for Task-Based Heterogeneous Computing in Python and Julia..- Dynamic Resource Management with Charm++ using Dynamic Processes with PSets..- Finding Conservation Laws of Large Dynamical Systems with Tasks and Futures: A Case Study in Utilizing Dynamic Data Dependencies..- Merging Parameterized Task Graphs in PaRSEC Through JDF Composition with LLM Assistance..- Multiresolution Analysis using Data-Flow Programming..- Using C++ Generators in Dataflow Broadcast.
Laura Ricci, Stephen L. Scott, Oh Sangyoon, Anshu Dubey, Patrick Diehl, Andrea Bracciali, Rosa M. Badia, Didem Unat, Aleksandar Ilic, Dora B. Heras, Ricardo Chaves
Demetris Zeinalipour, Dora Blanco Heras, George Pallis, Herodotos Herodotou, Demetris Trihinas, Daniel Balouek, Patrick Diehl, Terry Cojean, Karl Fürlinger, Maja Hanne Kirkeby, Matteo Nardelli, Pierangelo Di Sanzo