A sequential pattern mining model for application workload prediction in cloud environment
The resource provisioning is one of the challenging problems in the cloud environment. The
resources should be allocated dynamically according to the demand changes of the …
resources should be allocated dynamically according to the demand changes of the …
A new efficient approach for extracting the closed episodes for workload prediction in cloud
The prediction of the future workload of applications is an essential step guiding resource
provisioning in cloud environments. In our previous works, we proposed two prediction …
provisioning in cloud environments. In our previous works, we proposed two prediction …
DEER: Distant and Essential Episode Rules for early prediction
Events prediction in a sequence of events is a challenging task that can be approached with
data mining. In this paper, we focus on the specific case of early prediction of distant events …
data mining. In this paper, we focus on the specific case of early prediction of distant events …
Mining frequent serial positioning episode rules with forward and backward search technique from event sequences
D Kumar - The Computer Journal, 2023 - academic.oup.com
A large event sequence can generate episode rules that are patterns which help to identify
the possible dependencies existing among event types. Frequent episodes occurring in a …
the possible dependencies existing among event types. Frequent episodes occurring in a …
Influencer events in episode rules: a way to impact the occurrence of events
Episode rules are event patterns mined from a single event sequence. They are mainly used
to predict the occurrence of events (the consequent of the rule), once the antecedent has …
to predict the occurrence of events (the consequent of the rule), once the antecedent has …
Prédire et influencer l'apparition des événements dans une séquence complexe
L Fahed - 2016 - theses.hal.science
Depuis plusieurs années, un nouveau phénomène lié aux données numériques émerge:
des données de plus en plus volumineuses, variées et véloces, apparaissent et sont …
des données de plus en plus volumineuses, variées et véloces, apparaissent et sont …
Sur les traces du futur: entre comprendre et pr edire
A Brun - 2018 - hal.science
La modélisation empirique, reposant sur des données de réalisation ou de traces, est une
approche de modélisation de phénomènes, systèmes ou objets, et a la caractéristique de s' …
approche de modélisation de phénomènes, systèmes ou objets, et a la caractéristique de s' …