Workshops

Session AoI-S1: Session 1: Information Updates for Estimation, Computing and Control Session AoI-S2: Session 2: Age of Information and Energy Efficiency Session AoI-S3: Session 3: Age of Information and Emerging Applications Session AoI-S4: Session 4: Age of Information in Wireless Networks
Session BigSecurity-S1: Big Security 1 Session BigSecurity-S2: Big Security 2 Session BigSecurity-S3: Big Security 3 Session BigSecurity-S4: Big Privacy 1
Session BlockSecSDN-KT1: Keynote Talk 1 Session BlockSecSDN-1: Software-Defined Networks Session BlockSecSDN-2: Internet of Things Session BlockSecSDN-KT2: Keynote Talk 2 Session BlockSecSDN-3: Vehicular Networks Session BlockSecSDN-4: Smart Grid and Heterogeneous Networks
Session Coffee-Break-1-AM: Virtual Coffee Break Session Lunch-Break-1: Virtual Lunch Break Session Coffee-Break-1-PM: Virtual Coffee Break
Session CNERT-Opening: Opening Session Session CNERT-Keynote: Keynote Session CNERT-Session-I: Session I: Wireless Networks Session CNERT-Panel-on-Reproducibility: Panel on Reproducibility Session CNERT-Session-II: Session II: Wired Networks Session CNERT-Demo-Session: Demo Session Session CNERT-Closing: Reproducibility Award and Closing
Session DDINS-OS: Opening Session — Message from the Chairs Session DDINS-S1: Data Driven Smart Cities Session DDINS-K1: Keynote Session 1 Session DDINS-S2: Data Driven Intelligent Computing and Application Session DDINS-S3: Data Driven Distributed Computing Session DDINS-K2: Keynote Session 2 Session DDINS-S4: Data Driven Brain Computing Session DDINS-S5: Data Driven Networking 1 Session DDINS-S6: Data Driven Networking 2
Session DroneCom-Opening: Opening Session Session DroneCom-KS1: Keynote Session 1 Session DroneCom-TS1: Technical Session I: Industrial Internet of Things Session DroneCom-IT1: Industrial Talk 1 Session DroneCom-IT2: Industrial Talk 2 Session DroneCom-TS2: Technical Session II: Heterogeneous Networks Session DroneCom-KS2: Keynote Session 2 Session DroneCom-TS3: Technical Session III: Security and Energy Efficiency Session DroneCom-IT3: Industrial Talk 3 Session DroneCom-TS4: Technical Session IV: Other Drone Applications Session DroneCom-Closing: Concluding Remarks
Session EdgeBlock-Open: Opening Session — Message From Chairs Session EdgeBlock-S1: Blockchain and Fog/Edge Session EdgeBlock-S2: Blockchain Application 1 Session EdgeBlock-S3: Smart Contract Session EdgeBlock-S4: Blockchain and RNG Session EdgeBlock-S5: Decentralization Session EdgeBlock-S6: Blockchain Application 2
Session Opening-HotPOST: Opening Remarks Session Keynote-HotPOST: Keynote Talk Session S1-HotPOST: Session 1: Pervasive Applications Session S2-HotPOST: Session 2: Social Systems Session Closing-HotPOST: Closing Remarks
Session ICCN-Opening: Opening Session Session ICCN-S1: Session 1: Cloud Applications 1 Session ICCN-KS1: Keynote Session 1 Session ICCN-S2: Session 2: Cloud Network Session ICCN-S3: Session 3: Cloud System Session ICCN-S4: Session 4: Cloud Security Session ICCN-KS2: Keynote Session 2 Session ICCN-S5: Session 5: Cloud Applications 2 Session ICCN-S6: Session 6: Edge Cloud
Session IWECN-S1: Session 1: Network Planning Session IWECN-S2: Session 2: Network Reliability
Session MobiSec-S1: Mobile Security Session MobiSec-Keynote: Keynote Session MobiSec-S2: Network & Communication Security Session MobiSec-S3: Privacy, Trust & Threats Session MobiSec-S4: General Topics
Session NI-Opening: Opening Session NI-Session-1: Session 1: Networking Aspects Session NI-Keynote: Keynote Session NI-Session-2: Session 2: Resource Management Aspects Session NI-Closing: Closing
Session New-IP-Opening: Opening Session Session New-IP-Keynote: Keynote Speech Session New-IP-S1: Session 1: The X-D-N for New Protocol Session New-IP-S2: Session 2: The New IP Capabilities and Protocol Design
Session PERSIST-IoT-Opening: Opening Session Session PERSIST-IoT-S1: Physical Layer Session PERSIST-IoT-kS1: Keynote Session Session PERSIST-IoT-S2: NOMA Session PERSIST-IoT-S3: Automated Connected Vehicles Session PERSIST-IoT-S4: Edge Computing & IoT
Session WCNEE-Opening: Opening Session Session WCNEE-Keynote: Keynote Session Session WCNEE-S1: Session 1: Secure and Reliable Communications in Smart Grid, Deep Space, Underwater and Wireless UAV Networks Session WCNEE-S2: Session 2: Wireless Communication and Localization Protocols for Underground Sensing, Autonomous Vehicles and In-Vivo NanoSensor Networks Session WCNEE-Closing: Closing Session
Session WNA-Opening: Opening Session Session WNA-Session-I: Session 1: Traffic Optimization Algorithms Session WNA-Demo-Session: Demo and Banner Show Session WNA-Session-II: Session 2: Traffic Engineering and Machine Learning
Session WISARN-O: Opening Session Session WISARN-K: Keynote Session Session WISARN-S1: Session I: Communication Technologies for UAV Tracking and Networking Session WISARN-S2: Session II: Integrating 5G and UAV Networks Session WISARN-S3: Session III: Frameworks for UAV-Based Networking and Computation

The 3rd International Workshop on Network Intelligence (NI 2020): Learning and Optimizing Future Networks

Session NI-Opening

Opening

Conference
2:30 PM — 2:45 PM EDT
Local
Jul 6 Mon, 11:30 AM — 11:45 AM PDT

Opening Session

To Be Determined

2
This talk does not have an abstract.
Session Chair

Laura Galluccio & Giovanni Schembra

Session NI-Session-1

Session 1: Networking Aspects

Conference
2:45 PM — 4:00 PM EDT
Local
Jul 6 Mon, 11:45 AM — 1:00 PM PDT

Towards In-Band Telemetry for Self Driving Wireless Networks

Prabhu Janakaraj; Pinyarash Pinyoanuntapong; Pu Wang; Minwoo Lee (University of North Carolina, Charlotte, USA)

1
This talk does not have an abstract.

End-to-end Delay Prediction Based on Traffic Matrix Sampling

Filip Krasniqi (Politecnico di Milano, Italy); Jocelyne Elias (Paris Descartes Univerisyt & Sorbonne Paris Citè, France); Jeremie Leguay (Huawei technologies, France); Alessandro E. C. Redondi (Politecnico di Milano, Italy)

2
This talk does not have an abstract.

A Novel Methodology for the Automated Detection and Classification of Networking Anomalies

Mohamed Moulay (IMDEA Networks, Spain); Rafael García (IMDEA Networks, Spain); Pablo Rojo (Nokia, Spain); Javier Lazaro (Nokia, Spain); Vincenzo Mancuso (IMDEA Networks, Spain); Antonio Fernández Anta (IMDEA Networks, Spain)

3
This talk does not have an abstract.

WiNetSense: Sensing and Analysis Model for Large-scale Wireless Networks

Nikita Trivedi; Bighnaraj Panigrahi; Hemant Kumar Rath (Tata Consultancy Services, Pvt Ltd., India)

2
This talk does not have an abstract.
Session Chair

Laura Galluccio

Session NI-Keynote

Keynote

Conference
4:30 PM — 5:30 PM EDT
Local
Jul 6 Mon, 1:30 PM — 2:30 PM PDT

Reinforcement Learning for Telecommunication Network: from Opportunistic Spectrum Access to IoTs

Raphaël Féraud (Orange Labs)

4
In reinforcement learning, an agent chooses actions in order to maximize the rewards given by a dynamic environment. As the environment is initially unknown, the agent has to interact with it to gather information. Moreover, only the reward of the chosen actions is revealed. That is why the agent faces the exploration/exploitation dilemma: she has to explore loosely estimated actions in order to build a better estimate, and she would like to maximize her cumulated reward by playing the empirically best actions. The mathematical framework which handles the exploration/exploitation dilemma is called the multi-armed bandit problem. In comparison to the general reinforcement framework, the main difference is that the state of the environment does not depend on the actions chosen previously. This simplification makes it possible to build efficient algorithms that can be proven optimal. Although the multi-armed bandits have been designed for clinical trials, they are used in many fields such as advertising, recommendation, marketing optimization, web site optimization, and since a decade in telecommunication networks. The first use case was the Opportunistic Spectrum Access (OPA), where a Secondary User aims to find a channel free from Primary User. With the development of IoTs networks and 5G networks, new use cases have emerged for instance for configuring Self Organized Network, or for optimizing energy consumption in IoT and sensor networks.

Biography

Raphaël Féraud has obtained is PhD in 1997 at University of Rennes I. During his PhD, he has worked on Neural Networks applied to Face Detection in images and video. Then at France-Télécom R&D, he has worked on different application of Neural Networks for Telecommunication including churn, profiling, fraud detection, resources allocation in ATM networks. As a project leader he has lead several projects on data mining and Big Data at Orange Labs with applications on marketing optimization and Ad targeting. Then as researcher at Orange Labs, he worked on reinforcement learning and in particular on bandit algorithms. His research on contextual bandits, non-stationary bandits and multi-player bandits are applied for optimizing communication in IoT networks.
Session Chair

Imen Grida Ben Yahia, Orange Labs, France

Session NI-Session-2

Session 2: Resource Management Aspects

Conference
5:30 PM — 6:30 PM EDT
Local
Jul 6 Mon, 2:30 PM — 3:30 PM PDT

Large-Scale and Rapid Flow Size Estimation for Improving Flow Scheduling

Su Wang; Shuo Wang; Dong Zhou; Yiran Yang; Wenjie Zhang; Tao Huang; Ru Huo; Yunjie Liu (Beijing University of Posts and Telecommunications, China)

2
This talk does not have an abstract.

Glide and Zap Q-Learning

Xiaofan He (Wuhan University, China); Richeng Jin (North Carolina State University, USA); Huaiyu Dai ((North Carolina State University, USA)

1
This talk does not have an abstract.

When Less is More: Core-Restricted Container Provisioning for Serverless Computing

Gaetano Somma (Università di Napoli, Federico II, Italy); Constantine Ayimba (IMDEA Networks, Spain); Paolo Casari (University of Trento, Italy); Simon Pietro Romano (Università di Napoli, Federico II, Italy); Vincenzo Mancuso (IMDEA Networks, Spain)

3
This talk does not have an abstract.

Removing human players from the loop: AI-assisted assessment of Gaming QoE

German Sviridov (Politecnico di Torino, Italy); Cedric Beliard (Huawei Technologies, France); Andrea Bianco (Politecnico di Torino, Italy); Paolo Giaccone (Politecnico di Torino, Italy); Dario Rossi (Telecom ParisTech, France)

3
This talk does not have an abstract.
Session Chair

Giovanni Schembra

Session NI-Closing

Closing

Conference
6:30 PM — 6:45 PM EDT
Local
Jul 6 Mon, 3:30 PM — 3:45 PM PDT

Closing Remarks

To Be Determined

0
This talk does not have an abstract.
Session Chair

Laura Galluccio & Giovanni Schembra

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