An optional final task, called a finalizer, can perform cleanup operations after all other tasks are complete. Build task graphs that have dynamic behavior by specifying logic-based operations in the …

Arbitrary Static Task Graph (structural pattern) – Addresses the overall organization of the program rather than an implementation on specific programming model (s).

Tsung-Wei Huang, Dian-Lun Lin, Chun-Xun Lin, and Yibo Lin Abstract—Taskflow aims to streamline the building of parallel and heterogeneous applications using a lightweight task graph-based approach. …

Aug 12, 2024 · Expressive Programming Model Taskflow enables developers to express a broad range of computational patterns using task graph-based approaches with minimal programming effort.

Aug 10, 2025 · We propose a novel graph-based offloading model, which combines an attention-based network and a Proximal Policy Optimization (PPO) algorithm to learn optimal offloading decisions. …

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Apr 23, 2020 · Taskflow aims to streamline the building of parallel and heterogeneous applications using a lightweight task graph-based approach. Taskflow introduces an expressive task graph …

Jul 23, 2025 · Parallel Computing is defined as the process of distributing a larger task into a small number of independent tasks and then solving them using multiple processing elements …

Nov 28, 2024 · Based on this, this paper will propose a new knowledge graph construction method in the next section, aiming to effectively integrate task-planning knowledge through a business model …

Aug 25, 2021 · Recently, CUDA introduces a new task graph programming model, CUDA graph, to enable efficient launch and execution of GPU work. Users describe a GPU workload in a task graph …