Song Chong

Orcid: 0000-0003-4681-7369

According to our database1, Song Chong authored at least 140 papers between 1993 and 2024.

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Bibliography

2024
Practical Denoising Autoencoder for CSI Feedback Without Clean Target in Massive MIMO Networks.
IEEE Wirel. Commun. Lett., February, 2024

Diffusion-based Neural Network Weights Generation.
CoRR, 2024

2023
Dynamic Computation and Network Chaining in Integrated SDN/NFV Cloud Infrastructure.
IEEE Trans. Cloud Comput., 2023

The StarCraft Multi-Agent Exploration Challenges: Learning Multi-Stage Tasks and Environmental Factors Without Precise Reward Functions.
IEEE Access, 2023

ENTRO: Tackling the Encoding and Networking Trade-off in Offloaded Video Analytics.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Energy and Delay Guaranteed Joint Beam and User Scheduling Policy in 5G CoMP Networks.
IEEE Trans. Wirel. Commun., 2022

The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions.
CoRR, 2022

R-FEC: RL-based FEC Adjustment for Better QoE in WebRTC.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Learning to Schedule Network Resources Throughput and Delay Optimally Using Q<sup>+</sup>-Learning.
IEEE/ACM Trans. Netw., 2021

zTT: Learning-Based DVFS with Zero Thermal Throttling for Mobile Devices.
GetMobile Mob. Comput. Commun., 2021

HELP: Hardware-Adaptive Efficient Latency Predictor for NAS via Meta-Learning.
CoRR, 2021

Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
A Deep Reinforcement Learning Based D2D Relay Selection and Power Level Allocation in mmWave Vehicular Networks.
IEEE Wirel. Commun. Lett., 2020

Dynamic Control for On-Demand Interference-Managed WLAN Infrastructures.
IEEE/ACM Trans. Netw., 2020

Exception Of Dominant Interfering Beam: Low Complex Beam Scheduling In Mmwave Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

2019
Mobile Computation Offloading for Application Throughput Fairness and Energy Efficiency.
IEEE Trans. Wirel. Commun., 2019

Proximity-Aware Location Based Collaborative Sensing for Energy-Efficient Mobile Devices.
IEEE Trans. Mob. Comput., 2019

Super-MAC Design for Tightly Coupled Multi-RAT Networks.
IEEE Trans. Commun., 2019

Virtual Beamforming and User Scheduling for Sub-Array Architecture in mmWave Networks.
IEEE Commun. Lett., 2019

Beyond Max-weight Scheduling: A Reinforcement Learning-based Approach.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

2018
Hybrid Content Caching in 5G Wireless Networks: Cloud Versus Edge Caching.
IEEE Trans. Wirel. Commun., 2018

Traffic-Aware Energy-Saving Base Station Sleeping and Clustering in Cooperative Networks.
IEEE Trans. Wirel. Commun., 2018

Dual-Side Optimization for Cost-Delay Tradeoff in Mobile Edge Computing.
IEEE Trans. Veh. Technol., 2018

Capacity, fairness, and queueing performance analysis of opportunistic scheduling with one-bit feedback.
Comput. Commun., 2018

Control of multi-resource infrastructures: Application to NFV and computation offloading.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Learning based Utility Maximization for Multi-Resource Management: Poster Abstract.
Proceedings of the 13th International Conference on Future Internet Technologies, 2018

Unknown Flow Detection with Imbalanced Traffic Data: Poster Abstract.
Proceedings of the 13th International Conference on Future Internet Technologies, 2018

2017
Dynamic Pricing, Scheduling, and Energy Management for Profit Maximization in PHEV Charging Stations.
IEEE Trans. Veh. Technol., 2017

Cedos: A Network Architecture and Programming Abstraction for Delay-Tolerant Mobile Apps.
IEEE/ACM Trans. Netw., 2017

CarrierMix: How Much Can User-side Carrier Mixing Help?
IEEE Trans. Mob. Comput., 2017

Competition-based distributed BS power activation and user scheduling algorithm.
J. Commun. Networks, 2017

Multi-flow management for mobile data offloading.
ICT Express, 2017

Simplified Stochastic Feedforward Neural Networks.
CoRR, 2017

Energy-efficient beam scheduling for orthogonal random beamforming in cooperative networks.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Hybrid content caching for low end-to-end latency in cloud-based wireless networks.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Delay-Optimal Data Forwarding in Vehicular Sensor Networks.
IEEE Trans. Veh. Technol., 2016

Making 802.11 DCF Near-Optimal: Design, Implementation, and Evaluation.
IEEE/ACM Trans. Netw., 2016

Processor-Network Speed Scaling for Energy-Delay Tradeoff in Smartphone Applications.
IEEE/ACM Trans. Netw., 2016

Energy-Efficient Wi-Fi Sensing Policy Under Generalized Mobility Patterns With Aging.
IEEE/ACM Trans. Netw., 2016

Resource-Efficient Mobile Multimedia Streaming With Adaptive Network Selection.
IEEE Trans. Multim., 2016

TravelMiner: On the Benefit of Path-Based Mobility Prediction.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Just-in-time WLANs: On-demand interference-managed WLAN infrastructures.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Multi-flow rate control in delayed Wi-Fi offloading systems.
Proceedings of the 2016 International Conference on Information Networking, 2016

2015
CSMA-Based Robust AP Throughput Guarantee Under User Distribution Uncertainty.
IEEE/ACM Trans. Netw., 2015

Max Contribution: An Online Approximation of Optimal Resource Allocation in Delay Tolerant Networks.
IEEE Trans. Mob. Comput., 2015

DREAM: Dynamic Resource and Task Allocation for Energy Minimization in Mobile Cloud Systems.
IEEE J. Sel. Areas Commun., 2015

TAES: Traffic-aware energy-saving base station sleeping and clustering in cooperative networks.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Dual-side dynamic controls for cost minimization in mobile cloud computing systems.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Practicalizing Delay-Tolerant Mobile Apps with Cedos.
Proceedings of the 13th Annual International Conference on Mobile Systems, 2015

2014
Economics of WiFi Offloading: Trading Delay for Cellular Capacity.
IEEE Trans. Wirel. Commun., 2014

Virtual Cell Beamforming in Cooperative Networks.
IEEE J. Sel. Areas Commun., 2014

ExMin: A routing metric for novel opportunity gain in Delay Tolerant Networks.
Comput. Networks, 2014

PhonePool: On energy-efficient mobile network collaboration with provider aggregation.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Dynamic speed scaling for energy minimization in delay-tolerant smartphone applications.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
Power allocation policies with full and partial inter-system channel state information for cognitive radio networks.
Wirel. Networks, 2013

Mobile Data Offloading: How Much Can WiFi Deliver?
IEEE/ACM Trans. Netw., 2013

On the Critical Delays of Mobile Networks Under Lévy Walks and Lévy Flights.
IEEE/ACM Trans. Netw., 2013

Energy-optimal collaborative GPS localization with short range communication.
Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

Making 802.11 DCF near-optimal: Design, implementation, and evaluation.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Wi-Fi sensing: Should mobiles sleep longer as they age?
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Impact of surrounding information on Wi-Fi sensing efficiency.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

Mobility Models in Opportunistic Networks.
Proceedings of the Mobile Ad Hoc Networking: Cutting Edge Directions, Second Edition, 2013

2012
Greening Effect of Spatio-Temporal Power Sharing Policies in Cellular Networks with Energy Constraints.
IEEE Trans. Wirel. Commun., 2012

Two-Hop Opportunistic Scheduling in Cooperative Cellular Networks.
IEEE Trans. Veh. Technol., 2012

SLAW: Self-Similar Least-Action Human Walk.
IEEE/ACM Trans. Netw., 2012

Improving TCP Performance over Optimal CSMA in Wireless Multi-Hop Networks.
IEEE Commun. Lett., 2012

Making 802.11 DCF Optimal: Design, Implementation, and Evaluation
CoRR, 2012

On the Generalized Delay-Capacity Tradeoff of Mobile Networks with Lévy Flight Mobility
CoRR, 2012

Commoncode: a code-reuse platform for wireless network experimentation.
IEEE Commun. Mag., 2012

2011
Utility-Optimal Multi-Pattern Reuse in Multi-Cell Networks.
IEEE Trans. Wirel. Commun., 2011

On the levy-walk nature of human mobility.
IEEE/ACM Trans. Netw., 2011

REFIM: A Practical Interference Management in Heterogeneous Wireless Access Networks.
IEEE J. Sel. Areas Commun., 2011

Research challenges towards the Future Internet.
Comput. Commun., 2011

Impact of spatio-temporal power sharing policies on cellular network greening.
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

Experimental evaluation of optimal CSMA.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Delay-capacity tradeoffs for mobile networks with Lévy walks and Lévy flights.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010
Feedback Reduction for Multiuser OFDM Systems.
IEEE Trans. Veh. Technol., 2010

Distributed max-min flow control for multi-rate overlay multicast.
Comput. Networks, 2010

Practical dynamic interference management in multi-carrier multi-cell wireless networks: A reference user based approach.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Max-Contribution: On Optimal Resource Allocation in Delay Tolerant Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Power Allocation for OFDM-Based Cognitive Radio Systems under Outage Constraints.
Proceedings of IEEE International Conference on Communications, 2010

CommonCode: a code reuse platform for co-simulation and experimentation.
Proceedings of the ACM CoNEXT Student Workshop, 2010

Opportunistic shortest path forwarding in delay tolerant networks.
Proceedings of the Conference on the Future of the Internet 2010, 2010

2009
Dynamic association for load balancing and interference avoidance in multi-cell networks.
IEEE Trans. Wirel. Commun., 2009

Joint network-wide opportunistic scheduling and power control in multi-cell networks.
IEEE Trans. Wirel. Commun., 2009

Adaptive multi-pattern reuse in multi-cell networks.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

WiOpt - general chair's message.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Opportunistic underlay transmission in multi-carrier cognitive radio systems.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

SLAW: A New Mobility Model for Human Walks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Detection of DDoS Traffic by Using the Technical Analysis Used in the Stock Market.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

QoS Scheduling for Heterogeneous Traffic in OFDMA-Based Wireless Systems.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Seamless realtime traffic handover policy for IEEE 802.16m mobile WiMAX.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Towards optimal MAC without message passing in wireless networks.
Proceedings of the 4th International Conference on Future Internet Technologies, 2009

Performance evaluation of a DTN as a city-wide infrastructure network.
Proceedings of the 4th International Conference on Future Internet Technologies, 2009

A TCP starvation problem in combining TCP and max-weight scheduling of cross-layer algorithms in WMNs.
Proceedings of the 4th International Conference on Future Internet Technologies, 2009

Implementing utility-optimal CSMA.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Downlink resource allocation in multi-carrier systems: frequency-selective vs. equal power allocation.
IEEE Trans. Wirel. Commun., 2008

Dual-resource TCP/AQM for processing-constrained networks.
IEEE/ACM Trans. Netw., 2008

Routing performance analysis of human-driven delay tolerant networks using the truncated levy walk model.
Proceedings of the 1st ACM SIGMOBILE workshop on Mobility Models, 2008

On the Levy-Walk Nature of Human Mobility.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Multi-Path Aggregate Flow Control for Real-Time Traffic Engineering.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Spatial Resource Reuse in the Multi-Hop Cellular Networks: Difficulties and Benefits.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Combined packet scheduling and call admission control with minimum throughput guarantee in wireless networks.
IEEE Trans. Wirel. Commun., 2007

Utility Max-Min Flow Control Using Slope-Restricted Utility Functions.
IEEE Trans. Commun., 2007

Routing, path computation and traffic engineering in future Internet.
J. Commun. Networks, 2007

An Open Wireless Mesh Testbed Architecture with Data Collection and Software Distribution Platform.
Proceedings of the 3rd International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, 2007

Scheduling and Source Control with Average Queue-Length Control in Cellular Networks.
Proceedings of IEEE International Conference on Communications, 2007

Efficiency Based Feedback Reduction.
Proceedings of IEEE International Conference on Communications, 2007

Human Mobility Patterns and Their Impact on Delay Tolerant Networks.
Proceedings of the 6th ACM Workshop on Hot Topics in Networks, 2007

Opportunistic Relaying in Cellular Network for Capacity and Fairness Improvement.
Proceedings of the Global Communications Conference, 2007

A Group of People Acts like a Black Body in a Wireless Mesh Network.
Proceedings of the Global Communications Conference, 2007

Joint Congestion Control and Burst Contention Resolution in Optical Burst Switching Networks.
Proceedings of the Global Communications Conference, 2007

2006
Capacity of interference-limited ad hoc networks with infrastructure support.
IEEE Commun. Lett., 2006

A distributed utility max-min flow control algorithm.
Comput. Networks, 2006

Combined QoS scheduling and call admission control algorithm in cellular networks.
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

Performance Enhancement in OBS Network with Flow Control and Edge Delay Method.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
Stabilized MAX-MIN Flow Control Using PID and PII<sup>2</sup> Controllers.
IEICE Trans. Commun., 2005

Deterministic packet marking for max-min flow control.
IEEE Commun. Lett., 2005

Flow control with processing constraint.
IEEE Commun. Lett., 2005

Currency boosts content dissemination in noncooperative ad-hoc networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Energy-aware resource allocation in WLAN mobile devices.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
TCP-friendly flow control of wireless multimedia using ECN marking.
Signal Process. Image Commun., 2004

Stabilized Edge-to-Edge Aggregate Flow Control.
Proceedings of the NETWORKING 2004, 2004

Dynamic bandwidth allocation schemes to improve utilization under nonuniform traffic in Ethernet passive optical networks.
Proceedings of IEEE International Conference on Communications, 2004

MAX-MIN resource allocation in a network processor.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

A distributed max-min flow control algorithm for multi-rate multicast flows.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2002
TCP-friendly wireless multimedia flow control using ECN marking.
Proceedings of the Global Telecommunications Conference, 2002

2001
A simple, scalable, and stable explicit rate allocation algorithm for MAX-MIN flow control with minimum rate guarantee.
IEEE/ACM Trans. Netw., 2001

A linear system approach to serving Gaussian traffic in packet-switching networks.
Proceedings of the Global Telecommunications Conference, 2001

Control-theoretic max-min flow control with minimum rate guarantee.
Proceedings of the Global Telecommunications Conference, 2001

2000
A Video Traffic Model Based on the Shifting-Level Process: the Effects of SRD and LRD on Queueing Behavior.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

1998
Designing Stable ABR Flow Control with Rate Feedback and Open Loop Control: First-Order Control Case.
Perform. Evaluation, 1998

First-order rate-based flow control with dynamic queue threshold for high-speed wide-area ATM networks.
Comput. Networks ISDN Syst., 1998

1997
Probabilistic Burstiness-Curve-Based Connection Control for Real-Time Multimedia Services in ATM Networks.
IEEE J. Sel. Areas Commun., 1997

Rate control algorithms for the ATM ABR service.
Eur. Trans. Telecommun., 1997

1995
Link capacity allocation and network control by filtered input rate in high-speed networks.
IEEE/ACM Trans. Netw., 1995

Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM.
IEEE J. Sel. Areas Commun., 1995

(sigma, rho) - Characterization Based Connection Control for Guaranteed Services in High Speed Networks.
Proceedings of the Proceedings IEEE INFOCOM '95, 1995

1994
Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM.
Proceedings of the Proceedings IEEE INFOCOM '94, 1994

1993
Fundamental Limits of Input Rate Contol in High Speed Networks.
Proceedings of the Proceedings IEEE INFOCOM '93, The Conference on Computer Communications, Twelfth Annual Joint Conference of the IEEE Computer and Communications Societies, Networking: Foundation for the Future, San Francisco, CA, USA, March 28, 1993


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