TY  - COMP
TI  - FireHose Streaming Benchmarks
AB  - The FireHose Streaming Benchmarks are a suite of stream-processing benchmarks defined to enable comparison of streaming software and hardware, both quantitatively vis-a-vis the rate at which they can process data, and qualitatively by judging the effort involved to implement and run the benchmarks. Each benchmark has two parts. The first is a generator which produces and outputs datums at a high rate in a specific format. The second is an analytic which reads the stream of datums and is required to perform a well-defined calculation on the collection of datums, typically to find anomalous datums that have been created in the stream by the generator. The FireHose suite provides code for the generators, sample code for the analytics (which users are free to re-implement in their own custom frameworks), and a precise definition of each benchmark calculation.
AU  - Plimpton, Steve
AU  - Anderson, Karl
DO  - https://doi.org/10.11578/dc.20171025.1584
UR  - https://www.osti.gov/doecode/biblio/3258
CY  - United States
PY  - 2015
DA  - 2015-01-26
LA  - English
C1  - Research Org.: Sandia National Laboratory
C2  - Sponsor Org.: USDOE
C4  - Contract Number: AC04-94AL85000
ER  -