- Created by Rob Kooper, last modified by Kenton McHenry on Feb 01, 2018
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With growing and diverse collections of data becoming part of modern scientific workflows, many research projects today begin with a process of data wrangling, i.e. finding, manipulating, indexing, cleaning, and bringing together needed datasets. DIBBs Brown Dog aims to alleviate some of the overhead and heterogeneity in the processes involved in this step which tends to otherwise hinder scientific progress and reproducibility. Through a REST API Brown Dog provides data transformations such as format conversions (leveraging Polyglot) and content based extractions (leveraging Clowder) as a service which supports diverse usage through various clients and programming languages. Further, Brown Dog provides a venue to access and preserve data transformation tools, track provenance, track information loss, manage data movement, and process jobs in a scalable manner across a diverse set of computational resources. Overall, Brown Dog provides a low-level data infrastructure to interface with digital data contents and through its capabilities move software to being more agnostic to the format/structure of data, enabling the scientific community to focus more on their research, less on data wrangling, and allow researchers to more easily access datasets that would otherwise be inaccessible.
- Discussions / Under Development
- Alpha Beta Information Loss
- Beta Release
- Brown Dog API (Proposed Changes)
- Chrome Extension for DTS
- CI-BER Testbed
- Data and Tools
- Data Fetching Service & Data Movement Overall
- Deployment
- Extractors v2
- Fence User Quotas
- JSON-LD Support
- Ideas for Cyberintegrator for BrownDog
- LIDAR Tools
- Live Examples
- Metadata Encoding
- Metadata Representation
- Metadata Schemas
- Moving Computation Towards Data
- Obtaining Extractors Information- Heartbeats approach
- Polyglot Refactoring for Dockerizing SSes
- Polyglot Refactoring based on Clowder Architecture
- Polyglot / SoftwareServer Documentation
- REST Endpoint Consistency
- Relationships between Files
- Request a type of data be supported by the DAP and/or DTS
- Spaces
- Sprints
- Story Boards
- Transformations
- Tool Catalog
- Tool (or service) to generate a River Profile
- Tools
- VM Elasticity
- Miscellaneous Topics
Blog Posts
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Blog: NCSA Brown Dog and Box Skills Speed up Astronomical Research
created by
Apr 12, 2019
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Blog: The Predictive Ecosystem Analyzer - PEcAn
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Mar 21, 2018
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Blog: Using Machine Learning to Understand Public Preference Toward Landscape Design
created by
Feb 21, 2018
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Blog: Brown Dog Tutorials
created by
Feb 01, 2018
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Blog: What is Brown Dog Video
created by
Nov 06, 2015
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Blog: IEEE Big Data
created by
Nov 06, 2015
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Blog: Brown Dog Cheat Sheet
created by
Sep 16, 2015
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Blog: To Be Heard and Not Seen
created by
Apr 27, 2015
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Blog: Critcal Zone
created by
Apr 25, 2015
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Blog: PEcAn
created by
Apr 25, 2015
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Blog: Green Infrastructure
created by
Apr 25, 2015
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Blog: Brown Dog Clients: A Command Line Interface
created by
Mar 18, 2015
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Blog: The Brown Dog Tools Catalog
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Mar 05, 2015
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Blog: Ecological Model Data Conversions: PEcAn
created by
Mar 03, 2015
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Blog: Brown Dog Clients: Chrome Extension
created by
Mar 03, 2015
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