Publications

  • Quan Zhang, Yang Song, Ramani Routray, and Weisong Shi
    “Adaptive Block and Batch Sizing for Batched Stream Processing System”
    IEEE International Conference on Autonomic Computing (ICAC 2016), Wurzburg, Germany, July 2016.

  • Xuanheng Li, Miao Pan, Yang Song, Yi Sun, and Yuguang Fang
    “Economic-Robust Session based Spectrum Trading in Multi-hop Cognitive Radio Networks”
    IEEE Global Communications Conference (GLOBECOM’15), San Diego, CA, Dec. 2015 (Best Paper Award)

  • Nagapramod Mandagere, Ramani Routray, Yang Song, and David Du
    “Cloud Object Storage based Continuous Data Protection (cCDP)”
    IEEE International Conference on Networking, Architecture, and Storage (NAS 2015), Boston, MA, Aug. 2015

  • Yang Song, Ramani Routray, Rakesh Jain, and Chung-hao Tan
    “A Data-driven Storage Optimization Framework for Multitenant Storage Management Environments"
    The 14th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2015), Experience Session, Ottawa, Canada, May 2015.

  • Dachuan Huang, Yang Song, Ramani Routray, and Feng Qin
    “SmartCache: An Optimized MapReduce Implementation of Frequent Itemset Mining"
    IEEE International Conference on Cloud Engineering (IEEE IC2E 2015), Phoenix, AZ, March 2015.

  • Yang Song, Rakesh Jain, and Ramani Routray
    “Queueing-based Storage Performance Modeling and Placement in OpenStack Environments”
    The 21st Annual IEEE International Conference on High Performance Computing (HiPC 2014), Goa, India, December 2014.

  • Haibin Liu, Mu Qiao, Daniel Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, and Hamid Motahari Nezhad
    “A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation”
    The 13th International Conference on Machine Learning and Applications (ICMLA’14), Detroit, MI, December 2014.

  • Yang Song, Ramani Routray, and Yangyang Hou
    “Scalable Data Analytics Platform for Enterprise Backup Management”
    IEEE/IFIP Network Operations and Management Symposium (NOMS 2014), Krakow, Poland, May 2014.

  • Gabriel Alatorre, Aameek Singh, Nagapramod Mandagere, Eric Butler, Sandeep Gopisetty, and Yang Song
    “Intelligent Information Lifecycle Management in Virtualized Storage Environments”
    Service Research and Innovation Institute Annual Conference 2014 (SRII’14), San Jose, CA April 2014.

  • A. Alba, G. Alatorre, C. Bolik, A. Corrao, T. Clark, S. Gopisetty, R. Haas, R. I. Kat, B. Langston, N. Mandagere, D. Noll, S. Padbidri, R. Routray, Y. Song, C. H. Tan, A. Traeger
    “Efficient and Agile Storage Management in Software-Defined Environments”
    IBM Journal of Research and Development, Special Issue on Software Defined Environments, April 2014.

  • Miao Pan, Pan Li, Yang Song, Yuguang Fang, Phone Lin, and Savo Glisic
    “When Spectrum Meets Clouds: Optimal Session Based Spectrum Trading under Spectrum Uncertainty”
    IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Cognitive Radio Series, March 2014.

  • Yang Song, Ramani Routray, and Sandeep Gopisetty
    “In-Stream Big Data Processing Platform for Enterprise Storage Management”
    The 12th USENIX Conference on File and Storage Technologies (FAST ’14), Poster Session, San Jose, CA February 2014.

  • Yang Song, Ramani Routray, and Rakesh Jain
    “Virtual-to-Physical Mapping Inference in Virtualized Cloud Environments”
    IEEE International Workshop on Cloud Analytics (IWCA’14), Boston, MA March 2014.

  • Yang Song, Gabriel Alatorre, Aameek Singh, Jim Olson, and Ann Corrao
    “Virtualization of Storage and Systems”
    Computing Handbook Set, CRC Press Book, Book Chapter, Third Edition, 2014.

  • Yang Song, Ramani Routray, and Rakesh Jain
    “Inference of Virtual-to-Physical Mapping Relationship in Virtualized Cloud Environments”
    ACM SIGHPC The 8th Parallel Data Storage Workshop (PDSW 2013), Poster Session, Denver, Colorado, Nov. 2013.

  • Zongrui Ding, Yang Song, Dapeng Wu, and Yuguang Fang
    “Capacity Region and Dynamic Control of Wireless Networks under Per-link Queueing”
    Wiley Journal of Wireless Communications and Mobile Computing, July 2013.

  • Yang Song, Gabriel Alatorre, Nagapramod Mandagere, and Aameek Singh
    “Storage Mining: Where IT Management Meets Big Data Analytics”
    IEEE BigData Congress, San Jose, CA June 2013.

  • Starsky H.Y. Wong, Ramya Raghavendra, Yang Song, and Kang-Won Lee
    “X-WING: A High-Speed Wireless Broadcasting Framework for IEEE 802.11 Networks”
    IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2013), New Orleans, LA June 2013.

  • Starsky H.Y. Wong, Ramya Raghavendra, Yang Song, and Kang-Won Lee
    “A Joint Rate and FEC Adaptation Approach to Enable High Speed Broadcast in IEEE 802.11 Networks”
    The Sixth Annual Conference of the International Technology Alliance (ACITA 2012), Southampton, UK, September 2012.

  • Bong Jun Ko, Vasileios Pappas, Ramya Raghavendra, Yang Song, Raheleh B. Dilmaghani, Kang-Won Lee, and Dinesh Verma
    “Information-Centric Networking Architecture for Data Centers”
    ACM SIGCOMM 2012 Workshop on Information-Centric Networking, Helsinki, Finland, August 2012.

  • Yang Song, Chi Zhang, Yuguang Fang, and Phone Lin
    “Revenue Maximization in Time-Varying Multi-hop Wireless Networks: A Dynamic Pricing Approach”
    IEEE Journal on Selected Areas in Communications (JSAC), August 2012.

  • Murtaza Zafer, Yang Song, and Kang-Won Lee
    “Optimal Bids for Spot VMs in a Cloud for Deadline Constrained Jobs”
    IEEE International Conference on Cloud Computing (IEEE CLOUD 2012), Honolulu, HI, June 2012.

  • Yang Song, Murtaza Zafer, and Kang-Won Lee
    “Optimal Bidding in Spot Instance Market”
    IEEE International Conference on Computer Communications (INFOCOM 2012), Orlando, FL, March 2012.

  • Miao Pan, Pan Li, Yang Song, Yuguang Fang, and Phone Lin
    “Spectrum Clouds: A Session Based Spectrum Trading System for Multi-hop Cognitive Radio Networks”
    IEEE International Conference on Computer Communications (INFOCOM 2012), Orlando, FL, March 2012.

  • Yang Song, Starsky H.Y. Wong, and Kang-Won Lee
    “Optimal Gateway Selection in Multi-domain Wireless Networks: A Potential Game Perspective”
    The Annual International Conference on Mobile Computing and Networking (MOBICOM 2011), Las Vegas, NV, September 2011.

  • Yang Song, Starsky H.Y. Wong, and Kang-Won Lee
    “A Game Theoretical Approach to Gateway Selections in Multi-domain Wireless Networks”
    The Fifth Annual Conference of the International Technology Alliance (ACITA 2011), College Park, MD, September 2011.

  • Chi Zhang, Xiaoyan Zhu, Yang Song, and Yuguang Fang
    “C4: A New Paradigm for Providing Incentives in Multi-hop Wireless Networks”
    IEEE International Conference on Computer Communications (INFOCOM 2011), Shanghai, China, April 2011.

  • Chi Zhang, Yang Song, Yanchao Zhang, and Yuguang Fang
    “On the Price of Security in Large-scale Wireless Ad-hoc Networks”
    IEEE Transactions on Networking (TON), vol.19, no.2, pp.319-332, April 2011.

  • Miao Pan, Yang Song, Pan Li, and Yuguang Fang
    “Reward and Risk for Opportunistic Spectrum Accessing in Cognitive Radio Networks”
    IEEE Global Communications Conference (GLOBECOM 2010), Miami, FL, December 2010.

  • Yang Song and Yuguang Fang
    “Cross Layer Interactions in Multi-hop Wireless Sensor Networks: A Constrained Queueing Model”
    ACM Transactions on Modeling and Computer Simulation (TOMACS), Special Issue on Cross-Layer Interactions in Communication Networks, vol.21, December 2010.

  • Yang Song, Chi Zhang, Yuguang Fang and Zhisheng Niu
    “Energy-Conserving Scheduling in Multi-hop Wireless Networks with Time-Varying Channels”
    IEEE International Conference on Computer Communications (INFOCOM 2010), San Diego, CA, March 2010.

  • Chi Zhang, Xiaoyan Zhu, Yang Song and Yuguang Fang
    “Toward a Formalization for Trust-Based Routing in Wireless Ad Hoc Networks”
    IEEE International Conference on Computer Communication (INFOCOM 2010), San Diego, CA, March 2010.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Stochastic Traffic Engineering in Multi-hop Cognitive Wireless Mesh Networks”
    IEEE Transactions on Mobile Computing (TMC), vol.9, no.3, pp.305-316, March 2010.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Minimum Energy Scheduling in Multi-hop Wireless Networks with Retransmissions”
    IEEE Transactions on Wireless Communications (TWC), vol.9, no.1, pp.348-355, January 2010.

  • Yang Song, Xiaoyan Zhu, Yuguang Fang and Hailin Zhang
    “Threshold Optimization of Rate Adaptation Algorithms in IEEE 802.11 WLANs”
    IEEE Transactions on Wireless Communications (TWC), vol.9, no.1, pp.318-327, January 2010.

  • Yang Song, Xiaoyan Zhu, Yuguang Fang and Hailin Zhang
    “Rethinking Thresholds-based Rate Adaptation Algorithms: A Reverse Engineering Perspective”
    IEEE Global Communications Conference (GLOBECOM’09), Honolulu, HI, November 2009.

  • Yang Song, Jianfeng Wang, Chi Zhang and Yuguang Fang
    “Optimal Traffic Splitting in Multi-hop Cognitive Radio Networks”
    IEEE Military Communications Conference (MILCOM’09), Boston, MA, October 2009.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Harnessing Traffic Uncertainties in Wireless Mesh Networks - A Stochastic Optimization Approach”
    ACM/Springer Mobile Networks and Applications (MONET), vol.14, pp.124-133, 2009.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Multiple Multidimensional Knapsack Problem and Its Application in Cognitive Radio Networks”
    IEEE Military Comm. Conference (MILCOM’08), San Diego, CA, November 2008.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Joint Channel and Power Allocation in Wireless Mesh Networks: A Game Theoretical Perspective”
    IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Game Theory in Communication Systems, vol.26, no.7, pp.1149-1159, September 2008.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Routing Optimization in Wireless Mesh Networks under Uncertain Traffic Demands”
    The Fifth International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine’08), Hong Kong, China, July 2008.

  • Chi Zhang, Yang Song and Yuguang Fang
    “Modeling Secure Connectivity of Self-Organized Wireless Ad Hoc Networks”
    IEEE International Conference on Computer Communications (INFOCOM’08), Phoenix, AZ, April 2008.

  • Yang Song, Yuguang Fang and Yanchao Zhang
    “Stochastic Channel Selection in Cognitive Radio Networks”
    IEEE Global Communication Conference (GLOBECOM’07), Washington D.C., November 2007.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Equilibrium Efficiency Improvement in Wireless Mesh Access Networks: A Pricing-based Approach”
    IEEE Military Communications Conference (MILCOM’07), Orlando, Florida, October 2007.

  • Yang Song and Yuguang Fang
    “Distributed Rate Control and Power Control in Resource-constrained Wireless Sensor Networks”
    IEEE Military Communications Conference (MILCOM’07), Orlando, Florida, October 2007.

  • Yang Song, Chi Zhang and Yuguang Fang
    “Throughput Maximization in Multi-channel Wireless Mesh Access Networks”
    IEEE International Conference on Network Protocols (ICNP’07), Beijing, China, October 2007.

  • Gurdal Arslan, M. Fatih Demirkol and Yang Song
    “Equilibrium Efficiency Improvement in MIMO Interference Systems: A Decentralized Stream Control Approach”
    IEEE Transactions on Wireless Communications (TWC), vol.6, no.8, pp.2984-2993, August 2007.

  • Gurdal Arslan, M. Fatih Demirkol and Yang Song
    “Equilibrium Efficiency Improvement in MIMO Interference Systems: A Decentralized Stream Control Approach”
    IEEE International Conference on Communications (ICC’06), Istanbul, Turkey, June 2006.