Program
Program Glance
Detailed Program
Monday, February 17
Monday, February 17 8:30 - 9:30
Keynote Talk I: Solving the Blockchain Trilemma
David Tse, Thomas Kailath and Guanghan Xu Professor, Stanford University, USA
Rooms: Keauhou II, Keauhou III, Keauhou IV, Mauna Kea, Mauna LoaChair: Cheng Li
Abstract: The blockchain trilemma is a conjecture which states that it is impossible to build a fully decentralized blockchain system whose security and transaction throughput both scale linearly with the number of nodes in the network. We provide a resolution to the conjecture.
Monday, February 17 9:30 - 10:00
Coffee Break
Monday, February 17 10:00 - 12:00
Distinguished Lecture I: Towards Provisioning Vehicle-Based Information Services
Hassam Hassanein, Queen's University, Canada
Room: Keauhou IIChair: Yuanzhu Chen
CNC I
Room: Keauhou III
Chair: Longwen Wu
- Zero-forcing beamforming with user grouping in spatially correlated channel environments
- Flicker Mitigation and Dimming Control Analyze of Duty Cycle Fixed-MVPM for Indoor VLC System
- Performance Evaluation of In-network Packet Retransmissions using Markov Chains
- Metrics to Meet Security & Privacy Requirements with Agile Software Development Methods in a Regulated Environment
- Chinese Landmark Recognition
- Optimal Stochastic Media Storage in Federated Cloud Environments
- Precoders and Equalizers for Spatially Correlated Antennas in Single-Carrier Massive MIMO Transmission
CNC II
Room: Keauhou IV
- Blackmailer or Consumer? A Character-level CNN Approach for Identifying Malicious Complaint Behaviors
- The Human Visual System Based Color QR Codes
- Virtual Reality in Health Care
- A New Fast Algorithm for Finding Capacity of Discrete Memoryless Thresholding Channels
- A Survey on IETF Standardization for Connecting and Integrating the Low-Power and Constrained IoT Devices
- Queuing Analysis for Content Placement and Request Scheduling in Data Center
- Minimize Cost of Data Transfers Using Bandwidth Reservation on FPVB Paths of Dynamic HPNs
CNC III
Room: Mauna Kea
Chair: Jamil Y Khan
- Coarse-to-fine Grained Image Splicing Localization Method Based on Noise Level Inconsistency
- High Throughput and QoE Fairness Algorithms for HD Video Transmission over IEEE802.11ac Networks
- Environment Sensing Based on Non-Geotagged Sensor Data
- Single Carrier Transmission in Massive MIMO Revisited
- Comparison of Latency with Selective Repeat and Rateless Coding in Delayed Feedback Systems
- Abnormal Activity Detection in Edge Computing: A Transfer Learning Approach
- Efficient Data Advertisement in Information Centric Disruption Tolerant Networks
CNC IV
Room: Mauna Loa
Chair: Behrouz Farhang-Boroujeny
- Towards Adaptive Packet Scheduler with Deep-Q Reinforcement Learning
- Low Complexity Beam Selection Scheme for High Speed Railway Communications
- Resource Allocation Mechanism with the Base Station Assistance in New Radio-Vehicle
- Towards Derivation of Exact Closed-Form Expressions for the Distribution and Bit Error Probability of Binary Modulation over Composite Shadowed Fading Channels
- Online Economic Dispatch with Volatile Renewable Generation and Ramping Costs
- Improving Efficiency in Attack Detection through Real-time Processing Monitoring and Machine Learning
- A weighting system for building RSS maps by crowdsourcing data from smartphones
Monday, February 17 12:00 - 13:30
Lunch (on attendee own)
Monday, February 17 13:30 - 15:30
Distinguished Lecture II: Technology Trends for Connected and Autonomous Electric Vehicles in Smart Cities
Hussein T. Mouftah, University Distinguished Professor, Ottawa University, Canada
Room: Keauhou IIChair: Chin-Tser Huang
CNC V
Room: Keauhou III
Chair: A. Malik Aljalai
- On Finding Hidden Relationship among Variables in WiFi using Machine Learning
- Overlapping Histograms for 3D Data Classification
- On advantages of data driven traffic classification for dynamic routing in optical networks
- Time-Varying Truth Prediction in Social Networks Using Online Learning
- RESTful Web of Things for Ubiquitous Smart Home Energy Management
- IP Reputation Analysis of Public Databases and Machine Learning Techniques
- Impacts of Positive and Negative Comments of Social Media Users to Cryptocurrency
CNC VI
Room: Keauhou IV
Chair: Bilal Gonen
- An Improved Real-time Video Stream Differentiated Transmission Algorithm Based on IDNC
- Dual-Hop Wireless Powered Communication Networks Assisted by Backscatter
- Service Restoration in Multi-Modal Optical Transport Networks with Reinforcement Learning
- Automated Event Identification from System Logs Using Natural Language Processing
- A Game Theoretic Model for Deadline Constrained Packet Scheduling with an Energy Harvesting Jammer
- Physical Layer Security in Frequency-Domain Time-Reversal SISO OFDM Communication
- Evaluating Methods for Enabling Continuous Operation in Dynamic WiFi Direct Networks
CNC VII
Room: Mauna Kea
Chair: Vanlin Sathya
- An EV Charging Station Placement for Ride-hailing Service: from Big Data Networking Perspective
- SmartNavi: A Smart Navigation Application with Main and Auxiliary Distinguishing Using Deep Learning Approach
- A Power Allocation Scheme Based on Deep Reinforcement Learning in HetNets
- An Anti-sniffing Protocol for Location-based Services in Wireless Networks
- Combating TCP Port Scan Attacks Using Sequential Neural Networks
- Fair Scheduling for Deadline-Driven, Resource-Constrained, Multi-Analytics Workloads
- Routing and wavelength allocation in spatial division multiplexing based quantum key distribution optical networks
Distinguished Lecture III: Localization of Things
Moe Win, Professor, MIT, USA
Room: Mauna LoaMonday, February 17 16:00 - 18:00
CNC VIII
Room: Keauhou II
Chair: Bruce Hartpence
- An Approach for Authoring Mulsemedia Documents Based on Events
- Biased Estimation For Source Localization in Fault Tolerant Networks
- Time-Varying Diffusion Social Learning
- Deep Learning Based Identification of Wireless Protocols in the PHY layer
- Machine-Learning-based Alarm Prediction with GANs-based Self-Optimizing Data Augmentation in Large-Scale Optical Transport Networks
- Unsupervised Protocol-based Intrusion Detection for Real-world Networks
- A SNR-based PSO Cooperative Spectrum Sensing Algorithm against Malicious Nodes
CNC IX
Room: Keauhou IV
Chair: A. Malik Aljalai
- An Intelligent System for Rumor Recognition and Rumor Sentiment Judgment
- Physical-Layer Security with Finite Blocklength over Slow Fading Channels
- An Improved BBU/RRU Energy Consumption Predictor for 4G and Legacy Mobile Networks using Mixed Statistical Models
- Spread Spectrum Technique Using Staggered Multi-tone
- Adaptive Directional Neighbor Discovery Schemes in Wireless Networks
- A Deep Learning Based Channel Estimation for High Mobility Vehicular Communications
- Interference Resource Allocation Models for Communication Equipment
CNC X
Room: Mauna Kea
- MIMO-OFDM Detector Selection using Reinforcement Learning
- Towards AoI-aware Smart IoT Systems
- Data Migration in Large Scale Heterogeneous Storage Systems with Space Constraints
- Deep Adaptive Transmission for Internet of Vehicles (IoV)
- Meeting Users' QoS in a Edge-to-Cloud Platform via Optimally Placing Services and Scheduling Tasks
- Analysis of Criteria for the Selection of Machine Learning Frameworks
- Multi-UAV Cooperative Mission Assignment Algorithm Based on ACO method
Tuesday, February 18
Tuesday, February 18 8:20 - 8:30
Opening Ceremony
Room: Keauhou II
Tuesday, February 18 8:30 - 9:30
Keynote Talk II: Challenges and Opportunities in Algorithmic Solutions for Re-Balancing in Bike Sharing Systems
Jie Wu, Temple University
Room: Keauhou IIChair: Jian Ren
Abstract:
Tuesday, February 18 10:00 - 12:00
Invited Talks I: Wireless Communications/Networks
Ender Ayanoglu, Michele Zorzi, Marco Ajmone Marsan, Rose Hu
Room: Keauhou IIChair: Luiz DaSilva
- Satellite Communication at Millimeter Waves: a Key Enabler of the 6G Era
CIS I:
Room: Keauhou IV
Chair: Christopher Mansour
- Anonymous and Coercion-Resistant Distributed Electronic Voting
- Secure and Efficient OFDM System Design under Disguised Jamming
- Malicious Message Detection on Twitter via Dissemination Paths
- Defeating Jamming Attacks with Ambient Backscatter Communications
- Tackling Energy Theft in Smart Grids through Data-driven Analysis
- On the Effectiveness of Intrusion Response Systems against Persistent Threats
CLD
Room: Mauna Kea
Chair: Sahar Hoteit
- Real Traffic-Aware Scheduling of Computing Resources in Cloud-RAN
- Dynamic Time-Threshold Based Receive Buffer for Vehicle-to-Cloud Multipath Transmission
- QoS-enabled Cache Architecture for a Private Cloud
- A Deep Forest Method for Classifying E-Commerce Products by Using Title Information
- Harmonizing Wearable Biosensor Data Streams to Test Polydrug Detection
- Network Intrusion Detection System as a Service in OpenStack Cloud
Invited Talks II
Li-Chun Wang, Yi Qian, Ling Liu and Tommaso Melodia
Room: Mauna LoaWN I
Room: Mauna Loa
Chair: A. Malik Aljalai
- Air-Ground Cooperative Access Control Algorithm Based on Q-Learning
- Joint Subcarrier-Pair and Power Allocation Based on SWIPT in Multi-Relay OFDM System
- Achieving Max-Min Throughput in LoRa Networks
- Energy Efficient NFV Resource Allocation in Edge Computing Environment
- Link Scheduling in Wireless Powered Communication Networks
Tuesday, February 18 13:30 - 15:30
Plenary: Ultra-dense Radio Access Network for 5G Advanced Systems
Practicing the Art of Data Science
Fumiyuki Adachi, Specially Appointed Professor for Research, Tohoku University, Japan; Jian Pei, Canada Research Chair Professor, Simon Fraser University, Canada
Room: Keauhou IIChair: Shiwen Mao
Tuesday, February 18 16:00 - 18:00
Invited Talks III: Edge/Cloud Computing
Schahram Dustdar, Victor C.M. Leung, Ying-Dar Lin and Eiji Oki
Room: Keauhou IIInvited Talks IV:
Shiwen Mao, Luiz Da Silva, Xianbin Wang and Naoaki Yamanaka
Room: Keauhou IIICIS II:
Room: Keauhou IV
Chairs: Anish Jindal, Hyuck Kwon
- Physical-layer security metric for user association in ultra-dense networks
- Anomaly Detection for Science DMZs Using System Performance Data
- Power Allocation Scheme for Physical-Layer Security of Two-Way Untrusted Relay in SCMA networks
- Honeypot Allocation over Attack Graphs in Cyber Deception Games
- Energy Efficient Artificial Noise-Aided Precoding Design for Visible Light Communication Systems
- Assessing Security and Dependability of a Network System Susceptible to Lateral Movement Attacks
CQSM
Room: Mauna Kea
Chair: Safiqul Islam
- Follow the Model: How Recursive Networking Can Solve the Internet's Congestion Control Problems
- Joint Power Allocation over Two-Hop Wireless Relay Systems Under Target Delay-Outage Constraints
- Backup Network Design Considering Primary and Backup Routing for Multiple Link Failures under Uncertain Traffic Demands
- Resilience Analysis of Software-Defined Networks Using Queueing Networks
- Multi-Objective Learning for Efficient Content Caching for Mobile Edge Networks
- CEO: Cost-Aware Energy Efficient Mobile Data Offloading via Opportunistic Communication
WN II
Room: Mauna Loa
Chairs: Vanlin Sathya, Longwen Wu
- A Time-varying Filtering Algorithm based on Short-time Fractional Fourier Transform
- Energy Efficiency Optimization for UAV Swarm-Enabled Aerial Small Cell Networks
- Evolutionary Search for Energy-Efficient Distributed Cooperative Spectrum Sensing
- On the Feasibility of High Throughput mmWave Backhaul Networks in Urban Areas
- Optimal Path Construction with Decode and Forward Relays in mmWave Backhaul Networks
- Partial Signature for Cooperative Intelligent Transport Systems
Tuesday, February 18 19:00 - 21:00
Welcome Reception
Room: Keauhou I
Wednesday, February 19
Wednesday, February 19 8:30 - 9:30
Keynote III: Security of 4G and 5G cellular networks
Elisa Bertino, Purdue University, USA
Room: Keauhou IIChair: Hossam S. Hassanein
Wednesday, February 19 10:00 - 12:00
Industry Forum I
AI for Future Communication Networks and Services
Jin Yang, Irena Atov, Sumei Sun, Ying Li and Haris Gacanin
Room: Keauhou IIWednesday, February 19 10:00 - 11:00
Keynote Talk IV: Safe Learning in Robotics
Claire Tomlin, Desoer Professor, UC Berkeley, USA.
Room: Keauhou IIWednesday, February 19 13:30 - 15:30
Plenary: Machine Learning Techniques for Fast Protocol Adaptation in Wireless Networks
Federated Learning: Challenges and Opportunities
Marwan Krunz, Kenneth VonBehren Endowed Professor, The University of Arizona, USA; Baochun Li, Bell Canada Endowed Chair Professor, University of Toronto, Canada
Room: Keauhou IIWednesday, February 19 16:00 - 18:00
Industry Forum II
Masahito Togami, Akihiko K. Sugiyama, Yotaro Kubo, Suresh Babu Kolla and Haohong Wang
Room: Keauhou IIInvited Talks V:
Zhu Han, Jelena Misic, Jie Wang and Hamid Sharif
Room: Keauhou IIIChair: Yuanzhu Chen
MLCN I
Room: Keauhou IV
Chair: Ahmed Attia Abotabl
- Predictive Caching for AR/VR Experiences in a Household Scenario
- Machine Learning based detection of multiple Wi-Fi BSSs for LTE-U CSAT
- Scheduling the Data Transmission Interval in IEEE 802.11ad: A Reinforcement Learning Approach
- Reliable and Low-Complexity MIMO Detector Selection using Neural Network
- Learning PHY Layer Parameters via SNR-Value Network
ISA
Room: Mauna Kea
Chair: Prasad Calyam
- Distributed Task Scheduling in Heterogeneous Fog Networks: A Matching with Externalities Method
- Real-time Wireless Health Monitoring: An Ultra-low Power Biosensor Ring for Heart Disease Monitoring
- Joint Scheduling and Power Allocation for 6G Terahertz Mesh Networks
- Smart Antenna Allocation for Wireless Surveillance
- Energy-aware Dynamic Computation Offloading for Video Analytics in Multi-UAV Systems
- A Proximity-Based Generative Model for Online Social Network Topologies
NAPE
Room: Mauna Loa
Chair: Jamil Y Khan
- LoRa vs. WiFi Ad Hoc: A Performance Analysis and Comparison
- Performance Evaluation of WiFi Direct Multi Hop Ad-Hoc Networks
- Coverage Analysis of Random UAV Networks Using Percolation Theory
- Peer-to-Peer Energy Trading and Grid Impact Studies in Smart Communities
- Reversing The Meaning of Node Connectivity for Content Placement in Networks of Caches
- Modeling of Churn Process in Bitcoin Network
Wednesday, February 19 19:00 - 21:00
Banquet & Award Ceremony
Room: Keauhou I
Thursday, February 20
Thursday, February 20 8:30 - 9:30
Keynote V: Reinforcement Learning for Resource Management in Space-Air-Ground (SAG) Integrated Vehicular Networks
Xuemin (Sherman) Shen, University Professor, University of Waterloo, Canada
Room: Keauhou IIChair: Jelena Mišić
Thursday, February 20 10:00 - 12:00
Distinguished Lecture IV: New Algorithms Enabling On-Demand Dynamic Spectrum Allocation
Min Song, Professor and Chair, Stevens Institute of Technology, USA
Room: Keauhou IIChair: Vojislav B. Mišić
Invited Talks VI
Zhizhang Chen, Falko Dressler, Hui Li and Yonggang Wen
Room: Keauhou III- Integrating Haptic Signals with V2X-based Safety Systems for Vulnerable Road Users
MLCN II
Room: Keauhou IV
Chair: Yusun Chang
- Intelligent Tracking of Network Dynamics for Cross-Technology Coexistence Over Unlicensed Bands
- Non-cooperative OFDM Spectrum Sensing Using Deep Learning
- Data Resolution Improvement for Ocean of Things Based on Improved FCM
- A Comparison of Machine and Statistical Time Series Learning for Encrypted Traffic Prediction
- Examining Permission Patterns in Android Apps using Kernel Density Estimation
- CKCD: A Fair and Low Latency Queue Control Algorithm for Heterogeneous TCP Flows
GCNC
Room: Mauna Kea
- Improving the Energy Efficiency of DFT-s-OFDM in Uplink Massive MIMO with Barker Codes (Invited Paper)
- Data driven fault tolerant thermal management of data centers
- A Linear FMCW Radar System for Accurate Indoor Localization and Trajectory Detection
- Shaping Energy Beamforming to the Nonlinearity of Energy Harvesting Devices
- A Network of Cooperative Routers to Distribute Live Multimedia Content over the Internet
- Rateless Adaptation for Mobile Visible Light Communications
SPC I
Room: Mauna Loa
Chair: Shailesh Chaudhari
- A Error Recovery MIMO Detection Algorithm based on Lattice Reduction
- Federated Learning Based Mobile Edge Computing for Augmented Reality Applications
- A Novel Joint Scheduling Scheme of Earth Observation and Transmission in Satellite Networks
- Optimal Resource Allocation in Point-to-Point Wireless Body Area Network with Backscatter Communication
- Price Control for Computational Offloading Services with Chaotic Data
- On Dually-Polarized MIMO based NOMA: System Model and Polarization Resource Allocation
Thursday, February 20 13:30 - 15:30
Invited Talks VII:
Panos Nasiopoulos, Abdulmotaleb El Saddik, Lee Swindlehurst and Manos M. Tentzeris
Room: Keauhou IIChair: Falko Dressler
MCC
Room: Keauhou III
Chair: Brian D Hayes
- Live Video Streaming with Joint User Association and Caching Placement in Mobile Edge Computing
- Robust EEG-based Emotion Recognition using Multi-feature Joint Sparse Representation
- UCRA: A User-Centric Context-Aware Resource Allocation for Network Slicing
- Lightweight Evolving 360 VR Adaptive Video Delivery
- Latency Minimization for Computation Offloading with Hybrid Multiple Access Methods
- Efficient Mobile Edge Computing with Different Memory Capacities for Mobile Internet of Things
SCSD I
Room: Keauhou IV
Chair: Margaret Loper
- Time-Ordered Bipartite Graph for Spatio-Temporal Social Network Analysis
- The media-based corporate swarm on stock markets
- Formation of a Community: in the Case of a Particular Non-profit Sports Organization
- Analysis of Information Spread on SNSs Based on Strong Correlation Assumption
- Road Importance Using Complex-Networks, Graph Reduction & Interpolation
WC I
Room: Mauna Kea
- Outdoor mmWave Channel Propagation Models using Clustering Algorithms
- Deep learning based likelihood ascent search detection algorithm for uplink multiuser Massive MIMO system
- UE-to-Network Relay Discovery in ProSe-enabled LTE Networks
- Alternate Distributed Beamforming for Decode-and-Forward Multi-Relay Systems Using Buffers
- Age-Optimal Two-Layer Coding over Fading Channels
- Impact of Beamforming on Delay Spread in Wideband Millimeter-wave Systems
WC II
Room: Mauna Kea
Chair: Behrouz Farhang-Boroujeny
- Underlay Spectrum Sharing for NOMA Relaying Networks: Outage Analysis
- Performance Analysis of Filter Bank Multicarrier Spread Spectrum with Biorthogonal Signaling
- Performance Analysis of a Time-sharing Joint Radar-Communications Network
- Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation
- Augmenting Cloud Connectivity with Opportunistic Networks for Rural Remote Patient Monitoring
- Dynamic Spectrum Access for Femtocell Networks: A Graph Neural Network Based Learning Approach
SPC II
Room: Mauna Loa
- Packet Routing Against Network Congestion: A Deep Multi-agent Reinforcement Learning Approach
- Deep Learning Method for Generalized Modulation Classification under Varying Noise Condition
- Energy-Focusing Window Based Power Leakage Elimination for Wideband mmWave Massive MIMO-OFDM Systems
- Approximative Matrix Inversion Based Linear Precoding for Massive MIMO Systems
- Distributed ADMM with Synergetic Communication and Computation
- Channel Modeling for UCA and URA Massive MIMO Systems
Thursday, February 20 16:00 - 18:00
Invited Talks VIII:
Yu Cheng, Takehiro Moriya, Honggang Wang and Michele Zorzi
Room: Keauhou IIChair: Honggang Wang
- Scalable and Accurate Modeling of the Millimeter Wave Channel
WAHS
Room: Keauhou III
- Data Size Aware Forwarding in Opportunistic Mobile Networks
- Design and Implementation of RAP - a Randomized Asynchronous Protocol for Data Aggregation in Wireless Sensor Networks
- A Fuzzy Logic Reinforcement Learning-Based Routing Algorithm For Flying Ad Hoc Networks
- Social-Trust and Power-Efficient Relay Selection for Device-to-Device Underlaying Distributed Shared Network
- A Novel Floor Estimation Method in Cellular Networks Based on PCA and Adaboost
- Network Time Connectivity for Wireless Networks
SCSD II
Room: Keauhou IV
- Natural Language Processing Characterization of Recurring Calls in Public Security Services
- Optimal Protocols for Entanglement Swapping and Distribution
- Queuing Delay for Quantum Networks
- Decentralized Bandwidth Allocation Framework for Energy-Efficiency and Fog Integration in PONs
- Fast Neighbor Discovery in MEMS FSO Networks
SPC III
Room: Mauna Loa
- Low-Power Consumption Hybrid Precoding for Millimeter Wave MIMO Systems
- On Performance of Multiuser Underwater Wireless Optical Communication Systems
- Throughput Analysis of HPO-MIMO Uplink With π-Phase Detector
- Versatile Compressive mmWave Hybrid Beamformer Codebook Design Framework
- On Polarization Dependent Equalization in 5G mmWave Systems
- Nash Bargaining Based Power Allocation and Relay Selection for Cooperative NOMA Aided Spectrum Sharing Systems
