We describe a novel algorithm that uses a walk in the workflow graph to transparently generate fast and high-fidelity memoization cache-keys.

Abstract—Computational workflows are important methods for automating complex data-generation and analysis pipelines. Workflows are composed of sub-graphs ...

Apr 2, 2024 · A new tool, ML-J-DP4, provides an efficient and accurate method for determining the most likely structure of complex molecules within minutes ...

This paper first introduces a taxonomy for understanding memoization. Next, we describe a novel algorithm that uses a walk in the workflow graph to ...

Jun 30, 2022 · This paper first introduces a taxonomy for understanding memoization. Next, we describe a novel algorithm that uses a walk in the workflow graph ...

... Fast, Transparent, and High-Fidelity Memoization Cache-Keys for Computational Workflows." 2022 IEEE International Conference on Services Computing (SCC).

Fast, Transparent, and High-Fidelity Memoization Cache-Keys for Computational Workflows · Towards an Approximation-Aware Computational Workflow Framework for ...

This is a collection of Simplified Molecular Input Line Entry System (SMILES) strings that we used to evaluate our workflow memoization system in:.

Fast, Transparent, and High-Fidelity Memoization Cache-Keys for Computational Workflows. Vassilis Vassiliadis; Michael A. Johnston; et al. 2022; SCC 2022. Model ...

Fast, transparent, and high-fidelity memoization cache-keys for computational workflows. V Vassiliadis, MA Johnston, JL McDonagh. 2022 IEEE International ...