System for Quality-Assured Data Analysis: Flexible, reproducible scientific workflows

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Provenance for Scientific Workflows Towards Reproducible Research

eScience has established itself as a key pillar in scientific discovery, continuing the evolution of the scientific discovery process from theoretical to empirical to computational science [13]. Extensive deployment of instruments and sensors that observe the physical and biological world are bringing in large and diverse data to the reach of scientists. Often, that data is more frequently shar...

متن کامل

Facilitating Reproducible Computing via Scientific Workflows -- an Integrated System Approach

Author: Cao, Yuan. MS Institution: Purdue University Degree Received: May 2017 Title: Facilitating Reproducible Computing via Scientific Workflows -An Integrated System Approach Major Professor: Yao Liang Reproducible computing and research are of great importance for scientific investigation in any discipline. This thesis presents a general approach to provenance in the context of workflows fo...

متن کامل

Towards a scientific blockchain framework for reproducible data analysis

Publishing reproducible analyses is a long-standing and widespread challenge [1] for the scientific community, funding bodies and publishers [2, 3, 4]. Although a definitive solution is still elusive [5], the problem is recognized to affect all disciplines [6, 7, 8] and lead to a critical system inefficiency [9]. Here, we propose a blockchain-based approach to enhance scientific reproducibility...

متن کامل

Reproducible Computational Workflows with Continuous Analysis

Reproducing experiments is vital to science. Being able to replicate, validate and extend previous work also speeds new research projects. Reproducing computational biology experiments, which are scripted, should be straightforward. But reproducing such work remains challenging and time consuming. In the ideal world we would be able to quickly and easily rewind to the precise computing environm...

متن کامل

Managing Scientific Data: From Data Integration to Scientific Workflows∗

Scientists are confronted with significant datamanagement problems due to the large volume and high complexity of scientific data. In particular, the latter makes data integration a difficult technical challenge. In this paper, we describe our work on semantic mediation and scientific workflows, and discuss how these technologies address integration challenges in scientific data management. We ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Genetic Epidemiology

سال: 2018

ISSN: 0741-0395

DOI: 10.1002/gepi.22178