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Claes Edstrom
Observed name:
Edstrom, Claes
Institution:
Ericsson (Canada)
Observed institution:
Ericsson (Canada)
OpenAlex ID:
A5015263281
MAPLE: A Machine Learning Approach for Efficient Placement and Adjustment of Virtual Network Functions
2019
·
Omar Abdel Wahab
, Nadjia Kara
, et al.
·
Journal of Network and Computer Applications
·
46
Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems
2019
·
Souhila Benmakrelouf
, Cédric St-Onge
, et al.
·
Future Generation Computer Systems
·
22
Detection of time series patterns and periodicity of cloud computing workloads
2020
·
Cédric St-Onge
, Nadjia Kara
, et al.
·
Future Generation Computer Systems
·
16
MuSC: A multi-stage service chains embedding approach
2020
·
Imane El Mensoum
, Omar Abdul Wahab
, et al.
·
Journal of Network and Computer Applications
·
13
FASTSCALE: A fast and scalable evolutionary algorithm for the joint placement and chaining of virtualized services
2019
·
Lahlou Laaziz
, Nadjia Kara
, et al.
·
Journal of Network and Computer Applications
·
13
Generic SDE and GA-based workload modeling for cloud systems
2021
·
Cédric St-Onge
, Souhila Benmakrelouf
, et al.
·
Journal of Cloud Computing Advances Systems and Applications
·
10
PDF
SLO-aware dynamic self-adaptation of resources
2022
·
Mirna Awad
, Nadjia Kara
, et al.
·
Future Generation Computer Systems
·
8
Resource needs prediction in virtualized systems: Generic proactive and self-adaptive solution
2019
·
Souhila Benmakrelouf
, Nadjia Kara
, et al.
·
Journal of Network and Computer Applications
·
8
NFVLearn: A multi‐resource, long short‐term memory‐based virtual network function resource usage prediction architecture
2022
·
Cédric St‐Onge
, Nadjia Kara
, et al.
·
Software Practice and Experience
·
5
DAVINCI: online and Dynamic Adaptation of eVolvable vIrtual Network services over Cloud Infrastructures
2021
·
Laaziz Lahlou
, Nadjia Kara
, et al.
·
Future Generation Computer Systems
·
5
Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique
2023
·
Cédric St-Onge
, Nadjia Kara
, et al.
·
The Journal of Supercomputing
·
2
PDF
Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction
2021
·
Cédric St-Onge
, Nadjia Kara
, et al.
·
SSRN Electronic Journal
·
2
Offline and Real-Time Policy-based Management for Virtualized Services: Conflict and Redundancy Detection, and Automated Resolution
2024
·
Hanan Suwi
, Nadjia Kara
, et al.
·
Journal of Network and Systems Management
·
1
RAFALE: Rethinking the provisioning of virtuAl network services using a Fast and scAlable machine LEarning approach
2022
·
Hanan Suwi
, Laaziz Lahlou
, et al.
·
The Journal of Supercomputing
·
1
VALKYRIE: a suite of topology-aware clustering approaches for cloud-based virtual network services
2022
·
Imane El Mansoum
, Laaziz Lahlou
, et al.
·
The Journal of Supercomputing
Cheetah: A fast unsupervised learning technique to provision next generation network services
2020
·
Laaziz Lahlou
, Nadjia Kara
, et al.
·
International Workshop on Container Technologies and Container Clouds (WoC)
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Works count:
17
Citation count:
152
H-index:
8
I10-index:
6
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