The fluid database paradigm: A prototype

A. Weinstein, Lucy F Fortson, T. Brantseg, Cameron B Rulten, R. Lutz, Jarvis D Haupt, M. Kadkhodaie Elyaderani

Research output: Contribution to journalConference articlepeer-review

Abstract

The process of event-building-i.e gathering and associating data from multiple sensors or subdetectors that arises from a common physical event-is used in many fields, including high-energy physics and gamma-ray astronomy. The problem of fault tolerance in event-building is a difficult one, and one that becomes increasingly difficult with higher data throughput rates and increasing numbers of sub-detectors. We draw on biological self-assembly models in the development of a novel event-building paradigm that treats each packet of data from an individual sensor or sub-detector as if it were a molecule in solution. Bonds (analogous to chemical bonds) are defined between data packets using metadata-based discriminants. A database, which plays the role of a beaker of solution, quasi-randomly and continually selects pairs of assemblies to test for bonds, allowing single tiles and small assemblies to aggregate into larger assemblies. During this process higher-quality associations supersede spurious ones. The database thereby becomes fluid, dynamic, and self-annealing rather than static. We will describe lessons learned from early prototypes of the fluid database as well as future directions.

Original languageEnglish (US)
JournalProceedings of Science
VolumePart F128556
StatePublished - Jan 1 2016
Event38th International Conference on High Energy Physics, ICHEP 2016 - Chicago, United States
Duration: Aug 3 2016Aug 10 2016

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