Simone Ferlin

Orcid: 0000-0002-0722-2656

Affiliations:
  • Red Hat Software, Stockholm, Sweden
  • University of Oslo, Norway (PhD 2017)


According to our database1, Simone Ferlin authored at least 49 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Accelerating Tactile Internet with QUIC: A Security and Privacy Perspective.
CoRR, 2024

Modeling Batch Tasks Using Recurrent Neural Networks in Co-Located Alibaba Workloads.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
ML-Based Performance Modeling in SDN-Enabled Data Center Networks.
IEEE Trans. Netw. Serv. Manag., March, 2023

On Cross-Layer Interactions of QUIC, Encrypted DNS and HTTP/3: Design, Evaluation and Dataset.
CoRR, 2023

Efficient Continuous Latency Monitoring with eBPF.
Proceedings of the Passive and Active Measurement - 24th International Conference, 2023

A First Look at Adaptive Video Streaming over Multipath QUIC with Shared Bottleneck Detection.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

DESK: Distributed Observability Framework for Edge-Based Containerized Microservices.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

Copa-D: Delay Consistent Copa for Dynamic Cellular Networks.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022
Reviewing Best Practices in Online Conferencing.
CoRR, 2022

FALCON: Fast and Accurate Multipath Scheduling using Offline and Online Learning.
CoRR, 2022

Recommendations for designing hybrid conferences.
Comput. Commun. Rev., 2022

A Survey on Observability of Distributed Edge & Container-Based Microservices.
IEEE Access, 2022

Performance of QUIC congestion control algorithms in 5G networks.
Proceedings of the 5G-MeMU '22: Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, 2022

2021
End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks.
Comput. Networks, 2021

Multipath Scheduling for 5G Networks: Evaluation and Outlook.
IEEE Commun. Mag., 2021

IoT Traffic Offloading with MultiPath TCP.
IEEE Commun. Mag., 2021

Robust QUIC: Integrating Practical Coding in a Low Latency Transport Protocol.
IEEE Access, 2021

A Survey on Multipath Transport Protocols Towards 5G Access Traffic Steering, Switching and Splitting.
IEEE Access, 2021

WIP: Leveraging QUIC for a Receiver-driven BBR for Cellular Networks.
Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

Descarregamento de Tráfego de Redes IoT/Edge por Transmissões de Múltiplos Fluxos.
Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Linnaeus: A highly reusable and adaptable ML based log classification pipeline.
Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

Learning-based Incast Performance Inference in Software-Defined Data Centers.
Proceedings of the 24th Conference on Innovation in Clouds, 2021

Predicting CPU usage for proactive autoscaling.
Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020
Online Identification of Groups of Flows Sharing a Network Bottleneck.
IEEE/ACM Trans. Netw., 2020

Peekaboo: Learning-Based Multipath Scheduling for Dynamic Heterogeneous Environments.
IEEE J. Sel. Areas Commun., 2020

A Supervised Machine Learning Approach for DASH Video QoE Prediction in 5G Networks.
Proceedings of the Q2SWinet '20: Proceedings of the 16th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2020

Resilient Hybrid SatCom and Terrestrial Networking for Unmanned Aerial Vehicles.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

DASH QoE Performance Evaluation Framework with 5G Datasets.
Proceedings of the 16th International Conference on Network and Service Management, 2020

2019
Low-Latency Scheduling in MPTCP.
IEEE/ACM Trans. Netw., 2019

Poster: rQUIC - integrating FEC with QUIC for robust wireless communications.
Proceedings of the 2019 IFIP Networking Conference, 2019

rQUIC: Integrating FEC with QUIC for Robust Wireless Communications.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Comparing Machine Learning Algorithms for BGP Anomaly Detection using Graph Features.
Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, 2019

2018
Shared Bottleneck Detection for Coupled Congestion Control for RTP Media.
RFC, June, 2018

MPTCP Meets FEC: Supporting Latency-Sensitive Applications Over Heterogeneous Networks.
IEEE/ACM Trans. Netw., 2018

2016
Is multi-path transport suitable for latency sensitive traffic?
Comput. Networks, 2016

BLEST: Blocking estimation-based MPTCP scheduler for heterogeneous networks.
Proceedings of the 2016 IFIP Networking Conference, 2016

Revisiting congestion control for multipath TCP with shared bottleneck detection.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

LISA: A linked slow-start algorithm for MPTCP.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
An Early Look at Multipath TCP Deployment in the Wild.
Proceedings of the 6th International Workshop on Hot Topics in Planet-Scale Measurement, 2015

Leveraging the IPv4/IPv6 identity duality by using multi-path transport.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

2014
The Nornet Edge platform for mobile broadband measurements.
Comput. Networks, 2014

Experimental evaluation of multipath TCP schedulers.
Proceedings of the 2014 ACM SIGCOMM workshop on Capacity sharing workshop, 2014

Practical passive shared bottleneck detection using shape summary statistics.
Proceedings of the IEEE 39th Conference on Local Computer Networks, 2014

Tackling the challenge of bufferbloat in Multi-Path Transport over heterogeneous wireless networks.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

Multi-path transport over heterogeneous wireless networks: Does it really pay off?
Proceedings of the IEEE Global Communications Conference, 2014

Measuring the QoS Characteristics of Operational 3G Mobile Broadband Networks.
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2013
Preempting state promotions to improve application performance in mobilebroadband networks.
Proceedings of the Eighth ACM International Workshop on Mobility in the Evolving Internet Architecture, 2013

2012
Trends in Computation, Communication and Storage and the Consequences for Data-intensive Science.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011
Towards a short-range 60 GHz digital communication system for cost-effective high-rate applications.
Proceedings of the 5th International Conference on Signal Processing and Communication Systems, 2011


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