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of 72
pro vyhledávání: '"Senderovich, Arik"'
Declarative process specifications define the behavior of processes by means of rules based on Linear Temporal Logic on Finite Traces (LTLf). In a mining context, these specifications are inferred from, and checked on, multi-sets of runs recorded by
Externí odkaz:
http://arxiv.org/abs/2305.05418
Autor:
Chapela-Campa, David, Benchekroun, Ismail, Baron, Opher, Dumas, Marlon, Krass, Dmitry, Senderovich, Arik
Business Process Simulation (BPS) is an approach to analyze the performance of business processes under different scenarios. For example, BPS allows us to estimate what would be the cycle time of a process if one or more resources became unavailable.
Externí odkaz:
http://arxiv.org/abs/2303.17463
Process discovery studies ways to use event data generated by business processes and recorded by IT systems to construct models that describe the processes. Existing discovery algorithms are predominantly concerned with constructing process models th
Externí odkaz:
http://arxiv.org/abs/2212.01454
Problem Definition: Allocating sufficient capacity to cloud services is a challenging task, especially when demand is time-varying, heterogeneous, contains batches, and requires multiple types of resources for processing. In this setting, providers d
Externí odkaz:
http://arxiv.org/abs/2209.08820
Autor:
Chapela-Campa, David, Benchekroun, Ismail, Baron, Opher, Dumas, Marlon, Krass, Dmitry, Senderovich, Arik
Publikováno v:
In Information Systems January 2025 127
In this paper, we analyze how well a machine can solve a general problem in queueing theory. To answer this question, we use a deep learning model to predict the stationary queue-length distribution of an $M/G/1$ queue (Poisson arrivals, general serv
Externí odkaz:
http://arxiv.org/abs/2202.01729
Autor:
Khandaker, Faria, Senderovich, Arik, Zhao, Junda, Cohen, Eldan, Yu, Eric, Carbajales, Sebastian, Chan, Allen
Publikováno v:
In Engineering Applications of Artificial Intelligence February 2024 128
Publikováno v:
In Information Systems February 2024 120
Publikováno v:
In Information Systems May 2022 106
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