Claes Edstrom

Ericsson (Canada) — Canada

Computer Science · Physical Sciences

6h-index126citations17works1.02yr avg
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Research Topics

Software-Defined Networks and 5G(11), Software System Performance and Reliability(7), Cloud Computing and Resource Management(6), Network Security and Intrusion Detection(5), IoT and Edge/Fog Computing(3)

Publications17 total

Offline and Real-Time Policy-based Management for Virtualized Services: Conflict and Redundancy Detection, and Automated Resolution
Journal of Network and Systems Management·2024· 1 cited
Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique
The Journal of Supercomputing·2023· 1 cited
NFVLearn: A multi‐resource, long short‐term memory‐based virtual network function resource usage prediction architecture
Software Practice and Experience·2022· 3 cited
VALKYRIE: a suite of topology-aware clustering approaches for cloud-based virtual network services
The Journal of Supercomputing·2022
Multivariate outlier filtering for A-NFVLearn: an Advanced Deep VNF Resource Usage Forecasting Technique
Research Square (Research Square)·2022Open Access
RAFALE: Rethinking the provisioning of virtuAl network services using a Fast and scAlable machine LEarning approach
The Journal of Supercomputing·2022· 1 cited
SLO-aware dynamic self-adaptation of resources
Future Generation Computer Systems·2022· 3 cited
DAVINCI: online and Dynamic Adaptation of eVolvable vIrtual Network services over Cloud Infrastructures
Future Generation Computer Systems·2021· 4 cited
Generic SDE and GA-based workload modeling for cloud systems
Journal of Cloud Computing Advances Systems and Applications·2021· 8 citedOpen Access
Input Feature Engineering for Lstm-Based Vnf Resource Usage Prediction
SSRN Electronic Journal·2021· 2 citedOpen Access
Cheetah
2020
Detection of time series patterns and periodicity of cloud computing workloads
Future Generation Computer Systems·2020· 13 cited
MuSC: A multi-stage service chains embedding approach
Journal of Network and Computer Applications·2020· 12 cited
Resource needs prediction in virtualized systems: Generic proactive and self-adaptive solution
Journal of Network and Computer Applications·2019· 6 cited
FASTSCALE: A fast and scalable evolutionary algorithm for the joint placement and chaining of virtualized services
Journal of Network and Computer Applications·2019· 12 cited
Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems
Future Generation Computer Systems·2019· 17 cited
MAPLE: A Machine Learning Approach for Efficient Placement and Adjustment of Virtual Network Functions
Journal of Network and Computer Applications·2019· 43 cited

Frequent Co-authors

Nadjia Kara(17), Cédric St‐Onge(7), Yves Lemieux(5), Laaziz Lahlou(5), Omar Abdel Wahab(3), Souhila Benmakrelouf(3), Hanine Tout(3), Rafi Rabipour(3), Hanan Suwi(2), Imane El Mensoum(1), Omar Abdul Wahab(1), Mirna Awad(1), Mohssine Arouch(1), Imane El Mansoum(1), Fawaz A. Khasawneh(1)