Toward data lakes as central building blocks for data management and analysis

P Wieder, H Nolte - Frontiers in big Data, 2022 - frontiersin.org
Data lakes are a fundamental building block for many industrial data analysis solutions and
becoming increasingly popular in research. Often associated with big data use cases, data …

Toward open and reproducible environmental modeling by integrating online data repositories, computational environments, and model Application Programming …

YD Choi, JL Goodall, JM Sadler, AM Castronova… - … Modelling & Software, 2021 - Elsevier
Cyberinfrastructure needs to be advanced to enable open and reproducible environmental
modeling research. Recent efforts toward this goal have focused on advancing online …

Comparing containerization-based approaches for reproducible computational modeling of environmental systems

YD Choi, B Roy, J Nguyen, R Ahmad, I Maghami… - … Modelling & Software, 2023 - Elsevier
Creating online data repositories that follow Findable, Accessible, Interoperable, and
Reusable (FAIR) principles has been a significant focus in the research community to …

A taxonomy for reproducible and replicable research in environmental modelling

BT Essawy, JL Goodall, D Voce, MM Morsy… - … Modelling & Software, 2020 - Elsevier
Despite the growing acknowledgment of reproducibility crisis in computational science,
there is still a lack of clarity around what exactly constitutes a reproducible or replicable …

Chex: Multiversion replay with ordered checkpoints

NN Manne, S Satpati, T Malik, A Bagchi… - arXiv preprint arXiv …, 2022 - arxiv.org
In scientific computing and data science disciplines, it is often necessary to share application
workflows and repeat results. Current tools containerize application workflows, and share …

[图书][B] FactStack

Data exchange throughout the supply chain is essential for the agile and adaptive
manufacturing processes of Industry 4.0. As companies employ numerous, frequently …

Enabling collaborative numerical modeling in earth sciences using knowledge infrastructure

C Bandaragoda, A Castronova, E Istanbulluoglu… - … Modelling & Software, 2019 - Elsevier
Abstract Knowledge infrastructure is an intellectual framework for creating, sharing, and
distributing knowledge. In this paper, we use knowledge infrastructure to address common …

Implementing computational reproducibility in the Whole Tale environment

K Chard, N Gaffney, MB Jones, K Kowalik… - Proceedings of the 2nd …, 2019 - dl.acm.org
We present and define a structured digital object, called a" Tale," for the dissemination and
publication of computational scientific findings in the scholarly record. The Tale emerges …

Social data provenance framework based on zero-information loss graph database

A Rani, N Goyal, SK Gadia - Social Network Analysis and Mining, 2022 - Springer
Social media has become a common platform for global communication across the world
due to its rapid dissemination of information among a large audience. Its popularity has …

Towards an open (data) science analytics-hub for reproducible multi-model climate analysis at scale

S Fiore, D Elia, C Palazzo, A D'Anca… - … Conference on Big …, 2018 - ieeexplore.ieee.org
Open Science is key to future scientific research and promotes a deep transformation in the
whole scientific research process encouraging the adoption of transparent and collaborative …