Andrea Morichetta

Praveen Kumar Donta

Computer, March, 2024

2023

Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2023

Fundamental Research Challenges for Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Inf., 2023

Intent-based Management for the Distributed Computing Continuum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

PolarisProfiler: A Novel Metadata-Based Profiling Approach for Optimizing Resource Management in the Edge-Cloud Continnum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

Intelligent Sampling: A Novel Approach to Optimize Workload Scheduling in Large-Scale Heterogeneous Computing Continuum.

[BibT_eX]

[DOI]

Stefan Nastic

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

Learning-Driven Zero Trust in Distributed Computing Continuum Systems.

[BibT_eX]

[DOI]

Ilir Murturi

Praveen Kumar Donta

Proceedings of the IEEE Intl Conf on Dependable, 2023

FL-SERENADE: Federated Learning for SEmi-supeRvisEd Network Anomaly DEtection. A Case Study.

[BibT_eX]

[DOI]

Veronika Bekbulatova

Proceedings of the IEEE Intl Conf on Dependable, 2023

Demystifying deep learning in predictive monitoring for cloud-native SLOs.

[BibT_eX]

[DOI]

Deepak Vij

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Cooperative Multiagent Deep Reinforcement Learning for Computation Offloading: A Mobile Network Operator Perspective.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Polaris Scheduler: SLO- and Topology-aware Microservices Scheduling at the Edge.

[BibT_eX]

[DOI]

Stefan Nastic

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Distributed Computing Continuum Systems - Opportunities and Research Challenges.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

High-Level Metrics for Service Level Objective-aware Autoscaling in Polaris: a Performance Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Fog and Edge Computing, 2022

2021

Towards website domain name classification using graph based semi-supervised learning.

[BibT_eX]

[DOI]

Azadeh Faroughi

Flavio V. D. de Figueiredo

Luca Vassio

Reza Javidan

Comput. Networks, 2021

Understanding web pornography usage from traffic analysis.

[BibT_eX]

[DOI]

Comput. Networks, 2021

SLO Script: A Novel Language for Implementing Complex Cloud-Native Elasticity-Driven SLOs.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

A roadmap on learning and reasoning for distributed computing continuum ecosystems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Edge Computing, 2021

A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLOs.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters.

[BibT_eX]

[DOI]

Stefan Nastic

Deepak Vij

Ying Xiong

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

SLOC: Service Level Objectives for Next Generation Cloud Computing.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2020

2019

LENTA: Longitudinal Exploration for Network Traffic Analysis From Passive Data.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

A Survey on Big Data for Network Traffic Monitoring and Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Clustering and evolutionary approach for longitudinal web traffic analysis.

[BibT_eX]

[DOI]

Perform. Evaluation, 2019

Characterizing Web Pornography Consumption from Passive Measurements.

[BibT_eX]

[DOI]

Martino Trevisan

Luca Vassio

Proceedings of the Passive and Active Measurement - 20th International Conference, 2019

EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis.

[BibT_eX]

[DOI]

Pedro Casas

Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, 2019

2018

LENTA: Longitudinal Exploration for Network Traffic Analysis.

[BibT_eX]

[DOI]