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"Accelerated Neural Enhancement for Video Analytics With Video Quality Adaptation",
IEEE/ACM Transactions on Networking, vol. 32, issue 4, pp. 3045-3060, 08/2024.
"Alleviating Educational Inequality in Math with the Aid of Online Shadow Education - The impact of equal access and equal quality mechanisms",
Education and Information Technologies, vol. 29, issue 9, pp. 10571-10593, 06/2024.
"Alleviating Educational Inequality in Math with the Aid of Online Shadow Education - The impact of equal access and equal quality mechanisms",
Education and Information Technologies, vol. 29, issue 9, pp. 10571-10593, 06/2024.
"Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"Exploiting Wide-Area Resource Elasticity with Fine-Grained Orchestration for Serverless Analytics",
IEEE/ACM Transactions on Networking, 10/2024.
"Incentive Mechanism for Resource Trading in Video Analytic Services Using Reinforcement Learning",
IEEE Transactions on Services Computing, 07/2024.
"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.
"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.
"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.
"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.
"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.
"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.
"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 Human Mobility Dataset Collected via LBSLab",
Data in Brief, issue 108898, 01/2023.
"Leveraging Deep Reinforcement Learning with Attention Mechanism for Virtual Network Function Placement and Routing",
IEEE Transactions on Parallel and Distributed Systems, vol. 34, issue 4, pp. 1186-1201, 04/2023.
"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.
"Coupled Social Media Content Representation for Predicting Individual Socioeconomic Status",
Expert Systems With Applications, vol. 198, issue 116744, 07/2022.
"CPFinder: Finding an unknown Caller's profession from anonymized mobile phone data",
Digital Communications and Networks, vol. 8, pp. 324–332, 08/2022.
"Data-Driven based Socioeconomic Status Analysis: A Survey",
Computer Science, vol. 49, issue 4, pp. 80-87, 04/2022.
"Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks",
IEEE Transactions on Mobile Computing, vol. 21, issue 2, pp. 495-513, 02/2022.
"VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments",
IEEE INFOCOM 2022, 05/2022.
"Core decomposition and maintenance in weighted graph",
World Wide Web, vol. 24, pp. 541–561, 03/2021.
"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.
"DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network",
IEEE Transactions on Dependable and Secure Computing, vol. 18, issue 5, pp. 2193-2208, 09/2021.
"Temporal Heterogeneous Information Network Embedding",
The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 08/2021.
"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.
"Multiple Balance Subsets Stacking for Imbalanced Healthcare Dataset",
26th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2020), Hong Kong, China, IEEE, 12/2020.
"Multiple Balance Subsets Stacking for Imbalanced Healthcare Dataset",
26th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2020), Hong Kong, China, IEEE, 12/2020.
"NFVnice: Dynamic Backpressure and Scheduling for NFV Service Chains",
IEEE/ACM Transactions on Networking, vol. 28, issue 2, pp. 695-708, 04/2020.
"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.
"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.
"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.
"Efficient Recovery Path Computation for Fast Reroute in Large-Scale Software-Defined Networks",
IEEE Journal on Selected Areas in Communications , vol. 37, issue 8, 08/2019.
"Estimating Socioeconomic Status via Temporal-Spatial Mobility Analysis - A Case Study of Smart Card Data",
IEEE 28th International Conference on Computer Communications and Networks (ICCCN 2019), Valencia, Spain, IEEE, 07/2019.
"FastRule: Efficient Flow Entry Updates for TCAM-based OpenFlow Switches",
IEEE Journal on Selected Areas in Communications (JSAC), Series on Network Softwarization & Enablers, vol. 37, issue 3, pp. 484-498, 03/2019.
"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.
"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.
"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.
"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.
"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.
"A Cross-Platform Consumer Behavior Analysis of Large-Scale Mobile Shopping Data",
Proceedings of the 2018 World Wide Web Conference on World Wide Web, {WWW} 2018, Lyon, France, April 23-27, 2018: {ACM}, pp. 1785–1794, 2018.
"A Cross-Platform Consumer Behavior Analysis of Large-Scale Mobile Shopping Data",
Proceedings of the 2018 World Wide Web Conference on World Wide Web, {WWW} 2018, Lyon, France, April 23-27, 2018: {ACM}, pp. 1785–1794, 2018.
"A Cross-Platform Consumer Behavior Analysis of Large-Scale Mobile Shopping Data",
Proceedings of the 2018 World Wide Web Conference on World Wide Web, {WWW} 2018, Lyon, France, April 23-27, 2018: {ACM}, pp. 1785–1794, 2018.
"DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks",
IEEE Communications Magazine, Feature Topic on Mobile Big Data for Urban Analytics, vol. 56, issue 11, 11/2018.
"Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing",
CoRR, vol. abs/1806.03124, 2018.
"Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing",
{IEEE} Trans. Vehicular Technology, vol. 67, pp. 8769–8780, 2018.
"Fast Lookup Is Not Enough: Towards Efficient and Scalable Flow Entry Updates for TCAM-Based OpenFlow Switches",
38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 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.
"LayerMover: Fast virtual machine migration over WAN with three-layer image structure",
Future Generation Comp. Syst., vol. 83, pp. 37–49, 2018.
"Measurement and Analysis of the Reviews in Airbnb",
IFIP Networking 2018, Zurich, Switzerland, IEEE, 05/2018.
"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.
"A Survey on Virtual Machine Migration: Challenges, Techniques, and Open Issues",
{IEEE} Communications Surveys and Tutorials, vol. 20, no. 2, pp. 1206–1243, 2018.
"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.
"Understanding Housing Market Behaviour from a Microscopic Perspective",
27th International Conference on Computer Communication and Networks, {ICCCN} 2018, Hangzhou, China, July 30 - August 2, 2018, 2018.
"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.
"Cloud-assisted trajectory data management and analysis: a case study",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 61–66, 2017.
"Cloud-assisted trajectory data management and analysis: a case study",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 61–66, 2017.
"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.
"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.
"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.
"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.
"The Measurement of Guanxi Circles - Using Qualitative Study to Modify Quantitative Measurement",
Social Network Analysis: Interdisciplinary Approaches and Case Studies, London, UK, CRC Press, Taylor & Francis Group, 2017.
"NFVnice: Dynamic Backpressure and Scheduling for NFV Service Chains",
Proceedings of the Conference of the {ACM} Special Interest Group on Data Communication, {SIGCOMM} 2017, Los Angeles, CA, USA, August 21-25, 2017: {ACM}, pp. 71–84, 2017.
"Poster: MULMOD - MULtiMODal Sustainable Mobility for Smart Cities in China and Germany",
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, {EWSN} 2017, Uppsala, Sweden, February 20-22, 2017: Junction Publishing, Canada / {ACM}, pp. 222–223, 2017.
"Poster: MULMOD - MULtiMODal Sustainable Mobility for Smart Cities in China and Germany",
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, {EWSN} 2017, Uppsala, Sweden, February 20-22, 2017: Junction Publishing, Canada / {ACM}, pp. 222–223, 2017.
"Poster: MULMOD - MULtiMODal Sustainable Mobility for Smart Cities in China and Germany",
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, {EWSN} 2017, Uppsala, Sweden, February 20-22, 2017: Junction Publishing, Canada / {ACM}, pp. 222–223, 2017.
"Is today's DNS the right solution for middleboxes selection?",
Proceedings of the 4th Workshop on CrossCloud Infrastructures {&} Platforms, CrossCloud@EuroSys 2017, Belgrade, Serbia, April 23 - 26, 2017: {ACM}, pp. 6:1–6:2, 2017.
"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.
"Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data",
CoRR, vol. abs/1702.06270, 2017.
"Budget Allocation for Maximizing Viral Advertising in Social Networks",
J. Comput. Sci. Technol., vol. 31, no. 4, pp. 759–775, 2016.
"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.
"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.
"Social-Aware Incentivized Caching for D2D Communications",
{IEEE} Access, vol. 4, pp. 7585–7593, 2016.
"Social-Aware Incentivized Caching for D2D Communications",
{IEEE} Access, vol. 4, pp. 7585–7593, 2016.
"Social-Aware Incentivized Caching for D2D Communications",
{IEEE} Access, vol. 4, pp. 7585–7593, 2016.
"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.
"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.
"Data routing strategies in opportunistic mobile social networks: Taxonomy and open challenges",
Computer Networks, vol. 93, pp. 183–198, 2015.
"Data routing strategies in opportunistic mobile social networks: Taxonomy and open challenges",
Computer Networks, vol. 93, pp. 183–198, 2015.
"LIVE: Lightweight Integrity Verification and Content Access Control for Named Data Networking",
{IEEE} Trans. Information Forensics and Security, vol. 10, no. 2, pp. 308–320, 2015.
"LIVE: Lightweight Integrity Verification and Content Access Control for Named Data Networking",
{IEEE} Trans. Information Forensics and Security, vol. 10, no. 2, pp. 308–320, 2015.
"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.
"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.
"Exploiting ICN for flexible management of software-defined networks",
1st International Conference on Information-Centric Networking, ICN'14, Paris, France, September 24-26, 2014: {ACM}, pp. 107–116, 2014.
"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.
"Mining checkins from location-sharing services for client-independent IP geolocation",
2014 {IEEE} Conference on Computer Communications, {INFOCOM} 2014, Toronto, Canada, April 27 - May 2, 2014: {IEEE}, pp. 619–627, 2014.
"Mining checkins from location-sharing services for client-independent IP geolocation",
2014 {IEEE} Conference on Computer Communications, {INFOCOM} 2014, Toronto, Canada, April 27 - May 2, 2014: {IEEE}, pp. 619–627, 2014.
"Mining checkins from location-sharing services for client-independent IP geolocation",
2014 {IEEE} Conference on Computer Communications, {INFOCOM} 2014, Toronto, Canada, April 27 - May 2, 2014: {IEEE}, pp. 619–627, 2014.
"Provably secure three-party authenticated key agreement protocol using smart cards",
Computer Networks, vol. 58, pp. 29–38, 2014.
"Provably secure three-party authenticated key agreement protocol using smart cards",
Computer Networks, vol. 58, pp. 29–38, 2014.
"Rethinking routing information in mobile social networks: Location-based or social-based?",
Computer Communications, vol. 42, pp. 24–37, 2014.
"Revisiting the Design of Mega Data Centers: Considering Heterogeneity Among Containers",
{IEEE/ACM} Trans. Netw., vol. 22, no. 5, pp. 1503–1515, 2014.
"SMART: A Social- and Mobile-Aware Routing Strategy for Disruption-Tolerant Networks",
{IEEE} Trans. Vehicular Technology, vol. 63, no. 7, pp. 3423–3434, 2014.
"Modeling population growth in online social networks",
{CASM}, vol. 1, pp. 14, 2013.
"Receiving Buffer Adaptation for High-Speed Data Transfer",
{IEEE} Trans. Computers, vol. 62, no. 11, pp. 2278–2291, 2013.
"Receiving Buffer Adaptation for High-Speed Data Transfer",
{IEEE} Trans. Computers, vol. 62, no. 11, pp. 2278–2291, 2013.
"Reliable publish/subscribe in content-centric networks",
ICN'13, Proceedings of the 3rd, 2013 {ACM} {SIGCOMM} Workshop on Information-Centric Networking, August 12, 2013, Hong Kong, China: {ACM}, pp. 21–26, 2013.
"Evaluation of Human Altruism Using a DTN-based Mobile Social Network Application",
Informatik 2012, 42. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 16.-21.09.2012, Braunschweig, Deutschland, vol. 208: {GI}, pp. 81–95, 2012.
"iSATS: Leveraging Identity based Sender Authentication for Spam Mitigation",
{SECRYPT} 2012 - Proceedings of the International Conference on Security and Cryptography, Rome, Italy, 24-27 July, 2012, {SECRYPT} is part of {ICETE} - The International Joint Conference on e-Business and Telecommunications: SciTePress, pp. 408–411, 2012.
"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.
