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Publications
"SMART: A Social- and Mobile-Aware Routing Strategy for Disruption-Tolerant Networks",
{IEEE} Trans. Vehicular Technology, vol. 63, no. 7, pp. 3423–3434, 2014.
"Social-Aware Incentivized Caching for D2D Communications",
{IEEE} Access, vol. 4, pp. 7585–7593, 2016.
"Geo-Assisted Multicast Inter-Domain Routing (GMIDR) Protocol for MANETs",
Proceedings of {IEEE} International Conference on Communications, {ICC} 2011, Kyoto, Japan, 5-9 June, 2011: {IEEE}, pp. 1–5, 2011.
"Data routing strategies in opportunistic mobile social networks: Taxonomy and open challenges",
Computer Networks, vol. 93, pp. 183–198, 2015.
"Modeling population growth in online social networks",
{CASM}, vol. 1, pp. 14, 2013.
"Rethinking routing information in mobile social networks: Location-based or social-based?",
Computer Communications, vol. 42, pp. 24–37, 2014.
"Exploring user social behaviors in mobile social applications",
Proceedings of the 4th Workshop on Social Network Systems, Salzburg, Austria, April 10, 2011: {ACM}, pp. 3, 2011.
"VIRO: A virtual routing method for eliminating dead end in Opportunistic Mobile Social Network",
2015 {IEEE} International Conference on Communications, {ICC} 2015, London, United Kingdom, June 8-12, 2015: {IEEE}, pp. 3234–3239, 2015.
"Core decomposition and maintenance in weighted graph",
World Wide Web, vol. 24, pp. 541–561, 03/2021.
"Measurement and Analysis of the Reviews in Airbnb",
IFIP Networking 2018, Zurich, Switzerland, IEEE, 05/2018.
"Coupled Social Media Content Representation for Predicting Individual Socioeconomic Status",
Expert Systems With Applications, vol. 198, issue 116744, 07/2022.
"A Preliminary Study of E-Commerce User Behavior Based on Mobile Big Data - Invited Paper",
87th {IEEE} Vehicular Technology Conference, {VTC} Spring 2018, Porto, Portugal, June 3-6, 2018, 2018.
"Exploiting graphics processors for high-performance IP lookup in software routers",
{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 10-15 April 2011, Shanghai, China: {IEEE}, pp. 301–305, 2011.
"This Place is Swarming: Using a Mobile Social App to Study Human Traffic in Cities",
2018 {IEEE} International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, Athens, Greece, March 19-23, 2018, 2018.
"Identifying Topical Opinion Leaders in Social Community Question Answering",
23rd International Conference on Database Systems for Advanced Applications (DASFAA 2018), Gold Coast, QLD, Australia, vol. 10827: Springer, pp. 372–387, 05/2018.
"Predicting Individual Socioeconomic Status from Mobile Phone Data: A Semi-supervised Hypergraph-based Factor Graph Approach",
International Journal of Data Science and Analytics (Springer Verlag), vol. 9, pp. 361-372, 04/2020.
"Budget Allocation for Maximizing Viral Advertising in Social Networks",
J. Comput. Sci. Technol., vol. 31, no. 4, pp. 759–775, 2016.
"Reducing the Network Overhead of User Mobility-induced Virtual Machine Migration in Mobile Edge Computing",
Software: Practice and Experience, vol. 49, pp. 673-693, 03/2019.
"CBase: A New Paradigm for Fast Virtual Machine Migration across Data Centers",
Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17, 2017: {IEEE} Computer Society / {ACM}, pp. 284–293, 2017.
"CPFinder: Finding an unknown Caller's profession from anonymized mobile phone data",
Digital Communications and Networks, vol. 8, pp. 324–332, 08/2022.
"CBase: Fast Virtual Machine storage data migration with a new data center structure",
Journal of Parallel and Distributed Computing, vol. 124, pp. 14–26, 02/2019.
"On the "familiar stranger" phenomenon in a large-scale VoD system",
2017 {IEEE} Conference on Computer Communications Workshops, {INFOCOM} Workshops, Atlanta, GA, USA, May 1-4, 2017: {IEEE}, pp. 928–933, 2017.
"AHT: Application-Based Handover Triggering for Saving Energy in Cellular Networks",
15th Annual {IEEE} International Conference on Sensing, Communication, and Networking, {SECON} 2018, Hong Kong, China, June 11-13, 2018: {IEEE}, pp. 91–99, 2018.
"To offload or not to offload: An efficient code partition algorithm for mobile cloud computing",
1st {IEEE} International Conference on Cloud Networking, {CLOUDNET} 2012, Paris, France, November 28-30, 2012: {IEEE}, pp. 80–86, 2012.
"LayerMover: Storage Migration of Virtual Machine across Data Centers Based on Three-Layer Image Structure",
24th {IEEE} International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, {MASCOTS} 2016, London, United Kingdom, September 19-21, 2016: {IEEE} Computer Society, pp. 400–405, 2016.
"Identifying unfamiliar callers' professions from privacy-preserving mobile phone data",
16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, IEEE, 12/2020.
"Bridging the Gap between QoE and QoS in Congestion Control: A Large-scale Mobile Web Service Perspective",
2023 USENIX Annual Technical Conference (USENIX ATC'23), Boston, MA, USENIX Association, 07/2023.
"A Data-Driven Analysis of K-12 Students' Participation and Learning Performance in an Online Supplementary Learning Platform",
The 30th IEEE International Conference on Computer Communications and Networks (ICCCN 2021), Athens, Greece, IEEE, 07/2021.
"Fine-grained multi-resource scheduling in cloud datacenters",
20th {IEEE} International Workshop on Local {&} Metropolitan Area Networks, {LANMAN} 2014, Reno, NV, USA, May 21-23, 2014: {IEEE}, pp. 1–6, 2014.
"LayerMover: Fast virtual machine migration over WAN with three-layer image structure",
Future Generation Comp. Syst., vol. 83, pp. 37–49, 2018.
"Controlling migration performance of virtual machines according to user's requirements",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 49–54, 2017.
"A Human Mobility Dataset Collected via LBSLab",
Data in Brief, issue 108898, 01/2023.
"Reservation-based resource scheduling and code partition in mobile cloud computing",
{IEEE} Conference on Computer Communications Workshops, {INFOCOM} Workshops 2016, San Francisco, CA, USA, April 10-14, 2016: {IEEE}, pp. 962–967, 2016.
"A Survey on Virtual Machine Migration: Challenges, Techniques, and Open Issues",
{IEEE} Communications Surveys and Tutorials, vol. 20, no. 2, pp. 1206–1243, 2018.
"Exploiting Wide-Area Resource Elasticity with Fine-Grained Orchestration for Serverless Analytics",
IEEE/ACM Transactions on Networking, 10/2024.
"Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"ADA: Adaptive Deep Log Anomaly Detector",
IEEE INFOCOM 2020, 07/2020.
"RACE: Reinforced Cooperative Autonomous Vehicle Collision Avoidance",
IEEE Transactions on Vehicular Technology, vol. 69, issue 9, pp. 9279-9291, 09/2020.
"VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments",
IEEE INFOCOM 2022, 05/2022.
"Rethinking the Role of Communication in Collective Intelligence: Benefits and Costs ",
Proceedings of ACM SIGCOMM 2022 Workshops, Amsterdam, the Netherlands, ACM, 08/2022.
"PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communications",
IEEE Network, vol. 38, issue 5, pp. 196-203, 09/2024.
"Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks",
ACM SIGCOMM 2019 Poster Session, Beijing, China, ACM, 08/2019.
"AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics",
IEEE INFOCOM 2023, New York, USA, 05/2023.
"Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments",
IEEE/ACM Transactions on Networking, vol. 32, issue 1, pp. 50-64, 02/2024.
"DAMA: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning",
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, 02/2023.
"VSiM: Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments",
IEEE/ACM Transactions on Networking, vol. 32, issue 1, pp. 50-64, 02/2024.
"Computation Offloading with Data Caching Enhancement for Mobile Edge Computing ",
IEEE Transactions on Vehicular Technology, vol. 67, issue 11, pp. 11098-11112, 11/2018.
"Data-Driven based Socioeconomic Status Analysis: A Survey",
Computer Science, vol. 49, issue 4, pp. 80-87, 04/2022.
"Reliable Virtual Machine Placement and Routing in Clouds",
{IEEE} Trans. Parallel Distrib. Syst., vol. 28, no. 10, pp. 2965–2978, 2017.
"Traffic routing in stochastic network function virtualization networks",
Journal of Network and Computer Applications, vol. 169, issue 102765, 11/2020.
"Latency-Sensitive Data Allocation and Workload Consolidation for Cloud Storage",
IEEE Access, vol. 6, pp. 76098-76110, 11/2018.
Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms,
, Singapore, Springer, 2022.
"Recent Advances of Resource Allocation in Network Function Virtualization",
IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 2, pp. 295-314, 02/2021.
"Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV",
IEEE Transactions on Services Computing, vol. 15, issue 1, pp. 188-201, 01/2022.
"Fast seamless handover scheme and cost performance optimization for ping-pong type of movement",
Proceedings of the {IEEE} 16th International Symposium on Personal, Indoor and Mobile Radio Communications, Berlin, Germany, September 11-14, 2005: {IEEE}, pp. 2131–2135, 2005.
"Understanding the behavioral differences between american and german users: A data-driven study",
Big Data Mining and Analytics, vol. 1, pp. 284-296, December, 2018.
"Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning",
IEEE Internet of Things Journal, vol. 9, issue 21, pp. 21086 - 21098, 11/2022.
"Latency-Sensitive Data Allocation for cloud storage",
2017 {IFIP/IEEE} Symposium on Integrated Network and Service Management (IM), Lisbon, Portugal, May 8-12, 2017: {IEEE}, pp. 1–9, 2017.
"Provably secure three-party authenticated key agreement protocol using smart cards",
Computer Networks, vol. 58, pp. 29–38, 2014.
"Energy-Aware Provisioning in Optical Cloud Networks",
Computer Networks, vol. 118, pp. 78–95, 2017.
"Cloudlet Placement and Task Allocation in Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.
"Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 8, issue 2, pp. 1095-1108, 01/2021.
"Reliable Virtual Machine Placement and Routing in Clouds",
CoRR, vol. abs/1701.06005, 2017.
"Cuckoo: towards decentralized, socio-aware online microblogging services and data measurements",
Proceedings of the 2nd {ACM} International Workshop on Hot Topics in Planet-scale Measurement, HotPlanet@MobiSys 2010, San Francisco, CA, USA, June 15-18, 2010: {ACM}, pp. 4, 2010.
"Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data",
Proceedings of the 26th International Conference on World Wide Web, {WWW} 2017, Perth, Australia, April 3-7, 2017: {ACM}, pp. 1241–1250, 2017.
"Predicting Where You Visit in A Surrounding City: A Mobility Knowledge Transfer Framework based on Cross-City Travelers",
The 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023), Tianjin, China, 04/2023.
"Inferring Individual Human Mobility from Sparse Check-in Data: A Temporal-Context-Aware Approach",
IEEE Transactions on Computational Social Systems, vol. 11, issue 1, pp. 600-611, 02/2024.
"Survey on User Location Prediction Based on GeoSocial Networking Data",
World Wide Web (Springer), vol. 23, pp. 1621–1664, 01/2020.
"APEX: A personalization framework to improve quality of experience for DVD-like functions in P2P VoD applications",
18th International Workshop on Quality of Service, IWQoS 2010, Beijing, China, 16-18 June 2010.: {IEEE}, pp. 1–9, 2010.
"Hierarchical temporal-spatial preference modeling for user consumption location prediction in Geo-Social Networks",
Information Processing & Management, vol. 58, issue 6, 11/2021.
"Survey on User Location Prediction Based on Geo-Social Networking Data",
World Wide Web (Springer), vol. 23, 01/2020.
"Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data",
CoRR, vol. abs/1702.06270, 2017.
"Twittering by cuckoo: decentralized and socio-aware online microblogging services",
Proceedings of the {ACM} {SIGCOMM} 2010 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, New Delhi, India, August 30 -September 3, 2010: {ACM}, pp. 473–474, 2010.
"Scaling Microblogging Services with Divergent Traffic Demands",
Middleware 2011 - {ACM/IFIP/USENIX} 12th International Middleware Conference, Lisbon, Portugal, December 12-16, 2011. Proceedings, vol. 7049: Springer, pp. 20–40, 2011.
"Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach",
IEEE Transactions on Mobile Computing, vol. 23, issue 9, pp. 8789-8802, 09/2024.
"Spice: Socially-driven learning-based mobile media prefetching",
35th Annual {IEEE} International Conference on Computer Communications, {INFOCOM} 2016, San Francisco, CA, USA, April 10-14, 2016: {IEEE}, pp. 1–9, 2016.
"NCShield: Securing decentralized, matrix factorization-based network coordinate systems",
20th {IEEE} International Workshop on Quality of Service, IWQoS 2012, Coimbra, Portugal, June 4-5, 2012: {IEEE}, pp. 1–9, 2012.
"A Temporal-Spatial Analysis on the Socioeconomic Development of Rural Villages in Thailand and Vietnam based on Satellite Image Data",
Computer Communications, vol. 203, pp. 146-162, 04/2023.
"Measuring Consumption Changes in Rural Villages based on Satellite Image Data -- A Case Study for Thailand and Vietnam",
The 17th IEEE International Conference on Mobility, Sensing and Networking (MSN 2021), Exeter, UK, IEEE, 12/2021.
"Modeling Route Change in Soft-State Signaling Protocols Using SDL: A Case of RSVP",
{SDL} 2005: Model Driven, 12th International {SDL} Forum, Grimstad, Norway, June 20-23, 2005, Proceedings, vol. 3530: Springer, pp. 174–186, 2005.
"Recovering erroneous data bits using error estimating code",
2013 {IEEE} Symposium on Computers and Communications, {ISCC} 2013, Split, Croatia, 7-10 July, 2013: {IEEE} Computer Society, pp. 705–710, 2013.
"Opinion dynamics on online-offline interacting networks: media influence and antagonistic interaction",
Proceedings of the 8th {ACM} International Workshop on Hot Topics in Planet-scale mObile computing and online Social neTworking, HOTPOST@MobiHoc 2016, Paderborn, Germany, July 5, 2016: {ACM}, pp. 55–60, 2016.
"Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks",
IEEE Transactions on Mobile Computing, vol. 21, issue 2, pp. 495-513, 02/2022.
"COPSS-lite: Lightweight ICN Based Pub/Sub for IoT Environments",
CoRR, vol. abs/1706.03695, 2017.
"Region-based Content Enhancement for Efficient Video Analytics at the Edge",
22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 2025), Philadelphia, PA, USA , USENIX, 04/2025.
"Joint Deployment of Truck-drone Systems for Camera-based Object Monitoring",
IEEE Transactions on Mobile Computing, vol. 23, issue 10, pp. 9645-9662, 10/2024.
"Measurement and Analysis on Large-Scale Offline Mobile App Dissemination over Device-to-Device Sharing in Mobile Social Networks",
World Wide Web (Springer), vol. 23, pp. 2363–2389, 03/2020.
"Measuring City Attractiveness Using Commuting Data",
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019), PhD Forum, Wurzburg, Germany, Springer Verlag, 09/2019.
"General Internet Signaling Transport (GIST) State Machine",
{RFC}, vol. 5972, pp. 1–27, 2010.
"Securing the Next Steps In Signalling (NSIS) protocol suite",
{IJIPT}, vol. 1, no. 4, pp. 271–282, 2006.
"Low Overhead Dynamic Spectrum Reallocation in Opportunistic Spectrum Access Networks",
Proceedings of 20th International Conference on Computer Communications and Networks, {ICCCN} 2011, Maui, Hawaii, USA, July 31 - August 4, 2011: {IEEE}, pp. 1–6, 2011.
"BotFinder: finding bots in network traffic without deep packet inspection",
Conference on emerging Networking Experiments and Technologies, CoNEXT '12, Nice, France - December 10 - 13, 2012: {ACM}, pp. 349–360, 2012.
"Gemstone: Empowering Decentralized Social Networking with High Data Availability",
Proceedings of the Global Communications Conference, {GLOBECOM} 2011, 5-9 December 2011, Houston, Texas, {USA}: {IEEE}, pp. 1–6, 2011.
"Thumb: A real-time resource information sharing application over mobile phones",
Tenth Annual {IEEE} International Conference on Pervasive Computing and Communications, PerCom 2012, March 19-23, 2012, Lugano, Switzerland, Workshop Proceedings: {IEEE} Computer Society, pp. 528–530, 2012.
"AS path inference: From complex network perspective",
Proceedings of the 14th {IFIP} Networking Conference, Networking 2015, Toulouse, France, 20-22 May, 2015: {IEEE}, pp. 1–9, 2015.
"BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"Implementation and Performance Study of a New NAT/Firewall Signaling Protocol",
26th International Conference on Distributed Computing Systems Workshops {(ICDCS} 2006 Workshops), 4-7 July 2006, Lisboa, Portugal: {IEEE} Computer Society, pp. 8, 2006.
"An NSIS-based approach for firewall traversal in mobile IPv6 networks",
3rd International ICSTConference on Wireless Internet, {WICON} 2007, Austin, TX, USA, October 22-24, 2007: {ICST}, pp. 15, 2007.
"A method for authentication and key exchange for seamless inter-domain handovers",
12th {IEEE} International Conference on Networks, {ICON} 2004, Singapore, November 16-19 2004: {IEEE}, pp. 463–469, 2004.
"MISE: MIddleboxes SElection for multi-domain service function chains",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 37–42, 2017.