An open-source job management framework for parameter-space exploration: OACIS

04/19/2018
by   Yohsuke Murase, et al.
0

We present an open-source software framework for parameter-space exploration, named OACIS, which is useful to manage vast amount of simulation jobs and results in a systematic way. Recent development of high-performance computers enabled us to explore parameter spaces comprehensively, however, in such cases, manual management of the workflow is practically impossible. OACIS is developed aiming at reducing the cost of these repetitive tasks when conducting simulations by automating job submissions and data management. In this article, an overview of OACIS as well as a getting started guide are presented.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/25/2018

PaPaS: A Portable, Lightweight, and Generic Framework for Parallel Parameter Studies

The current landscape of scientific research is widely based on modeling...
research
01/26/2015

JMS: A workflow management system and web-based cluster front-end for the Torque resource manager

Motivation: Complex computational pipelines are becoming a staple of mod...
research
02/28/2022

Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn

Neuroscience models commonly have a high number of degrees of freedom an...
research
08/25/2022

ExpoCloud: a Framework for Time and Budget-Effective Parameter Space Explorations Using a Cloud Compute Engine

Large parameter space explorations are among the most time consuming yet...
research
01/31/2019

Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective

Black-box optimizers that explore in parameter space have often been sho...
research
05/09/2019

parasweep: A template-based utility for generating, dispatching, and post-processing of parameter sweeps

We introduce parasweep, a free and open-source utility for facilitating ...
research
02/18/2019

Optimized data exploration applied to the simulation of a chemical process

In complex simulation environments, certain parameter space regions may ...

Please sign up or login with your details

Forgot password? Click here to reset