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HYPERSONIC: A hybrid parallelization approach for scalable complex event processing
M Yankovitch, I Kolchinsky, A Schuster - Proceedings of the 2022 …, 2022 - dl.acm.org
The ability to promptly and efficiently detect arbitrarily complex patterns in massive real-time
data streams is a crucial requirement in many modern applications. The ever-growing scale …
data streams is a crucial requirement in many modern applications. The ever-growing scale …
SimLess: simulate serverless workflows and their twins and siblings in federated FaaS
Many researchers migrate scientific serverless workflows or function choreographies (FCs)
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …
on Function-as-a-Service (FaaS) to benefit from its high scalability and elasticity …
Statistical twitter spam detection demystified: performance, stability and scalability
With the trend that the Internet is becoming more accessible and our devices being more
mobile, people are spending an increasing amount of time on social networks. However …
mobile, people are spending an increasing amount of time on social networks. However …
Quickening data-aware conformance checking through temporal algebras
A temporal model describes processes as a sequence of observable events characterised
by distinguishable actions in time. Conformance checking allows these models to determine …
by distinguishable actions in time. Conformance checking allows these models to determine …
Distributed mining of high utility time interval sequential patterns using mapreduce approach
Abstract High Utility Sequential Pattern mining (HUSP) algorithms aim to find all the high
utility sequences from a sequence database. Due to the large explosion of data, recently few …
utility sequences from a sequence database. Due to the large explosion of data, recently few …
[HTML][HTML] Parallelized inter-image k-means clustering algorithm for unsupervised classification of series of satellite images
S Han, J Lee - Remote Sensing, 2023 - mdpi.com
As the volume of satellite images increases rapidly, unsupervised classification can be
utilized to swiftly investigate land cover distributions without prior knowledge and to …
utilized to swiftly investigate land cover distributions without prior knowledge and to …
[HTML][HTML] A parallel algorithm for train rescheduling
One of the crucial factors in achieving a high punctuality in railway traffic systems, is the
ability to effectively reschedule the trains when disturbances occur. The railway traffic …
ability to effectively reschedule the trains when disturbances occur. The railway traffic …
Powerline detection and characterization in general-purpose airborne LiDAR surveys
Powerline inspection and modelization using airborne light detection and ranging (LiDAR)
data have been widely studied through the years. However, to the best of our knowledge …
data have been widely studied through the years. However, to the best of our knowledge …
A well-balanced finite volume solver for the 2D shallow water magnetohydrodynamic equations with topography
In this paper, a second-order finite volume Non-Homogeneous Riemann Solver is used to
obtain an approximate solution for the two-dimensional shallow water …
obtain an approximate solution for the two-dimensional shallow water …
Understanding superlinear speedup in current HPC architectures
The performance of OpenFOAM in strong scaling tests on HPC systems with AMD EPYC
processors exhibits a pronounced superlinear speedup. Simple test cases show superlinear …
processors exhibits a pronounced superlinear speedup. Simple test cases show superlinear …