MUMMERING Platform Idea's & ubiquitous data analysis
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
The growth from terabytes of 3D imaging data and soon approaching petabytes from material analysis has left the scientists involved with a set of challenges. In particular, the ability to efficiently analyze an ever growing collection of material tomography scans. The MUMMERING research project aims to solve this by providing ability to submit workflows to automate the process of analyzing the collected data. We explore and present our initial design thoughts in this endeavor. This includes a proposal to utilize the IDMC system developed at UCPH to provide an efficient method in terms of scheduling and execution of workflows. Beyond this mere exploration of thoughts about a potential solution for the MUMMERING project, this paper will also we introduce our initial work in providing ubiquitous access to the produced datasets. The aim here is to provide a simple API for loading/storing datasets during an image analysis, by providing this universal data access library (i,e. mig utils). With this we hope to help the non computer scientists involved in defining imaging analysis programs that easily either can executed locally during the experimentation phase or subsequently scheduled by a workflow scheduler.
Original language | English |
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Title of host publication | Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40) |
Editors | Jan Baekgaard Pedersen, Kevin Chalmers, Jan F. Broenink, Brian Vinter, Kevin Vella, Peter H. Welch, Marc L. Smith, Kenneth Skovhede |
Number of pages | 11 |
Publisher | IMIA and IOS Press |
Publication date | 2019 |
Pages | 323-333 |
ISBN (Electronic) | 9781614999485 |
DOIs | |
Publication status | Published - 2019 |
Event | 39th WoTUG Conference on Communicating Process Architectures, CPA 2017 and 40th WoTUG Conference on Communicating Process Architectures, CPA 2018 - Dresden, Germany Duration: 19 Aug 2018 → 22 Aug 2018 |
Conference
Conference | 39th WoTUG Conference on Communicating Process Architectures, CPA 2017 and 40th WoTUG Conference on Communicating Process Architectures, CPA 2018 |
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Land | Germany |
By | Dresden |
Periode | 19/08/2018 → 22/08/2018 |
Series | Concurrent Systems Engineering Series |
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Volume | 70 |
ISSN | 1383-7575 |
- Data analysis, MUMMERING, Scientific workflows, X-ray imaging
Research areas
ID: 241090444