The best way to have a good idea is to have a lot of ideas. Linus Pauling

 

A sample of papers is given below. More details can be found on my public profiles:

DBLP, Google Scholar, Research Gate, ResearcherID, Scopus, ORCID,

IEEE Xplore, Semantic Scholar, and my Erdos Number (=3).

Selected Refereed Journal Papers (last five years)

1.     Yan, J., Mu, L., Wang, L., Ranjan, R., Zomaya, A.Y., 2020, Temporal Convolutional Networks for the Advance Prediction of ENSO, Scientific Reports (Nature), Volume 10, Issue 1.

2.     Jiang, Q., Lee, Y.C., Zomaya, A.Y., 2020, The Limit of Horizontal Scaling in Public Clouds, ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Vol 5, No. 1, pp. 6:1-6:22.

3.     Xu, C., Wang, K., Sun, Y., Guo, S., Zomaya, A.Y., 2020, Redundancy Avoidance for Big Data in Data Centers: A Convolutional Neural Network Approach, IEEE Transactions on Network Science and Engineering, Vol. 7, No. 1, pp. 104-114.

4.     Cheng, X., Wu, Y., Min, G., Zomaya, A.Y., Fang, X., 2020, Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach, IEEE Journal of Selected Areas in Communications, Vol. 38, No. 7, pp. 1600-1613.

5.     Salah, A., Li, K., Liao, Q., Hashem, M., Li, Z., Chronopoulos, A.T., Zomaya, A.Y., 2020, A Time-space Efficient Algorithm for Parallel k-way In-place Merging based on Sequence Partitioning and Perfect Shuffle, ACM Transactions on Parallel Computing, Vol. 7, No. 2, pp. 11:1-11:23.

6.     Bao, W., Yuan, D., Zhou, B.B., Zomaya, A.Y., 2020, Prune and Plant: Efficient Placement and Parallelism of Virtual Network Functions, IEEE Transactions on Computers, Vol. 69, No. 6, pp. 800-811.

7.     Chen, Z., Hu, J., Min, G., Zomaya, A.Y., El-Ghazawi, T., 2020, Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning, IEEE Transactions on Parallel and Distributed Systems, Vol. 31, No. 4, pp. 923-934.

8.     Phung, J., Lee, Y.C., Zomaya, A.Y., 2020, Lightweight Power Monitoring Framework for Virtualized Computing Environments, IEEE Transactions on Computers, Vol. 69, No. 1, pp. 14-25.

9.     Huang, H., Guo, S., Liang, W., Wang, K., Zomaya, A.Y., 2019, Green Data-Collection from Geo-distributed IoT Networks through Low-Earth-Orbit Satellites, IEEE Transactions on Green Communications and Networking, Vol. 3, No. 3, pp. 806-816.

10. Garg, S., Kaur, K., Kumar, N., Kaddoum, G., Zomaya, A.Y., Ranjan, R., 2019, A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacentre Networks, IEEE Transactions on Network and Service Management, Vol. 16, No. 3, pp. 924-935.

11. Zhang, S., Yang, C., Jiang, D., Kui, Y., Guo, S., Zomaya, A.Y., Wang, J., 2019, Nothing Blocks Me: Precise and Real-time LOS/NLOS Path Recognition in RFID Systems, IEEE Internet of Things Journal, Vol. 6, No. 3, pp. 5814-5824.

12. Xia, Q., Xu, Z., Liang, W., Yu, S., Guo, S., Zomaya, A.Y., 2019, Efficient Data Placement and Replication for QoS-Aware Approximate Query Evaluation of Big Data Analytics, IEEE Transactions on Parallel and Distributed Systems, Vol. 30, No. 12, pp. 2677-2691.

13. Li, W., Chang, X., Cao, J., Yang, T., Sun, Y., Zomaya, A.Y., 2019, A Sustainable and User-Behavior-Aware Cyber-Physical System for Home Energy Management, ACM Transactions on Cyber-Physical Systems, Vol. 3, No. 4, pp. 37:1-37:24.

14. Barika, M., Garg, S.K., Zomaya, A.Y., Wang, L., van Moorsel, A., Ranjan, R., 2019, Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions, ACM Computing Surveys, Vol. 52, No. 5, pp. 95:1-95:41.

15. Gu, L., Zeng, D., Tao, S., Guo, S., Jin, H., Zomaya, A.Y., Zhuang, W., 2019, Fairness-aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain, IEEE Journal on Selected Areas in Communications, Vol. 37, No. 5, pp. 1059-1071.

16. Wang, K., Xu, C., Zhang, Y., Guo, S., Zomaya, A.Y., 2019, Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid, IEEE Transactions on Big Data, Vol. 5, No. 1, pp. 34-45.

17. Cheng, X., Wu, Y., Min, G., Zomaya, A.Y., 2018, Network Function Virtualization in Dynamic Networks: A Stochastic Perspective, IEEE Journal on Selected Areas in Communications, Vol. 36, No. 10, pp. 2218-2232.

18. Ding, T., Ding, M., Mao, G, Lin, Z., Zomaya, A.Y., Perez, D.L., 2018, Performance Analysis of Dense Small Cell Networks with Dynamic TDD, IEEE Transactions on Vehicular Technology, Vol. 67, No. 10, pp. 9816-9830.

19. Sharma, V., Kumar, R., Cheng, W.-H., Atiquzzaman, M., Srinivasan, K., Zomaya, A.Y., 2018, NHAD: Neuro-Fuzzy Based Horizontal Anomaly Detection in Online Social Networks, IEEE Transactions on Knowledge and Data Engineering, Vol. 30, No. 11, pp. 2171-2184.

20. Alsarhan, A., Al-Dubai, A., Min, G., Zomaya, A.Y., Bsoul, M., 2018, A New Spectrum Management Scheme for Road Safety in Smart Cities, IEEE Transactions on Intelligent Transportation Systems, Vol. 19, No. 11, pp. 3496-3506.

21. Yang, T., Lee, Y.C., Zomaya, A.Y., 2018, Collective Energy-Efficiency Approach to Data Center Networks Planning, IEEE Transactions on Cloud Computing, Vol. 6, No. 3, pp. 656-666.

22. Koziri, M.G., Papadopoulos, P.K., Tziritas, N., Loukopoulos, T., Khan, S.U., Zomaya, A.Y., 2018, Efficient Cloud Provisioning for Video Transcoding: Review, Open Challenges and Future Opportunities, IEEE Internet Computing, Vol. 22, No. 5, pp. 46-55.

23. Luo, C., Li, C., Hong, H., Li, J., Li, W., Ming, Z., Zomaya, A.Y., 2018, SODAR: Nonobtrusive Off-Line Social Structure Reconstruction Through Passive Wireless Sensing, IEEE Transactions on Computational Social Systems, Vol. 5, No. 3, pp. 871-883.

24. Kaur, D., Aujla, G.S., Kumar, N., Zomaya, A.Y., Perera, C., Ranjan, R., 2018, Tensor-Based Big Data Management Scheme for Dimensionality Reduction Problem in Smart Grid Systems: SDN Perspective, IEEE Transactions on Knowledge and Data Engineering, Vol. 30, No. 10, pp. 1985-1998.

25. Shit, R.C., Sharma, S., Puthal, D., Zomaya, A.Y., 2018, Location of Things (LoT): A Review and Taxonomy of Sensors Localization in IoT Infrastructure, IEEE Communications Surveys & Tutorials, Vol. 20, No. 3, pp. 2028-2061.

26. Khan, M.U.S., Ali, M., Abbas, A., Khan, S.U., Zomaya, A.Y., 2018, Segregating Spammers and Unsolicited Bloggers from Genuine Experts on Twitter, IEEE Transactions on Dependable and Secure Computing, Vol. 15, No. 4, pp. 551-560.

27. Puthal, D., Obaidat, M.S., Mohanty, S.P., Prasad, M., Nanda, P., Zomaya, A.Y., 2018, Secure and Sustainable Load Balancing of Edge Datacenters in Fog Computing, IEEE Communications Magazine, Vol. 56, No. 5, pp. 60-65.

28. HoseinyFarahabady, M., Zomaya, A.Y., Tari, Z., 2018, A Model Predictive Controller for Managing QoS Enforcements and Microarchitecture-Level Interferences in a Lambda Platform, IEEE Transactions on Parallel and Distributed Systems, Vol 29, No. 7, pp. 1442-1455.

29. Puthal, D., Obaidat, M.S., Mohanty, S.P., Prasad, M., Nanda, P., Zomaya, A.Y., 2018, Secure and Sustainable Load Balancing of Edge Datacenters in Fog Computing, IEEE Communications Magazine, Vol 56, No. 5, pp. 60-65.

30. Ali, M., Bilal, K., Khan, S.U., Veeravalli, B., Li, K., Zomaya, A.Y., 2018, DROPS: Division and Replication of Data in the Cloud for Optimal Performance and Security, IEEE Transactions on Cloud Computing, Vol. 6, No. 2, pp. 303-315.

31. Ranjan, R., Rana, O.F., Nepal, S., Yousif, M., James, P., Wen, Z., Barr, S.L., Watson, P., Jayaraman, P.P., Georgakopoulos, D., Villari, M., Fazio, M., Garg, S.K., Buyya, R., Wang, L., Zomaya, A.Y., Dustdar, S., 2018, The Next Grand Challenges: Integrating the Internet of Things and Data Science, IEEE Cloud Computing, Vol. 5, No. 3, pp. 12-26.

32. Deng, Z., Wang, L., Han, W., Ranjan, R., Zomaya, A.Y., 2018, G-ML-Octree: An Update-Efficient Index Structure for Simulating 3D Moving Objects across GPUs, IEEE Transactions on Parallel and Distributed Systems, Vol. 29, No. 5, pp. 1075-1088

33. Li, Z., Ranjan, R., O'Brien, L., Zhang, H., Babar, M.A., Zomaya, A.Y., Wang, L., 2018, On the Communication Variability Analysis of the NeCTAR Research Cloud System, IEEE Systems Journal, Vol. 12, No. 2, pp. 15061517.

34. Sookhak, M., Yu, R., Zomaya, A.Y., 2018, Auditing Big Data Storage in Cloud Computing Using Divide and Conquer Tables, IEEE Transactions on Parallel and Distributed Systems, Vol. 29, No. 5, pp. 999-1012.

35. Khan, M.U.S., Abbas, A., Ali, M., Jawad, M., Khan, S.U., Li, K., Zomaya, A.Y., 2018, On the Correlation of Sensor Location and Human Activity Recognition in Body Area Networks (BANs), IEEE Systems Journal, Vol. 12, No. 1, pp. 82-91.

36. Si, W., Tse, Q., Mao, G., Zomaya, A.Y., 2018, On the Performance of Greedy Forwarding on Yao and Theta Graphs, Journal of Parallel and Distributed Computing, Vol. 117, pp. 87-97.

37. Shah, Z., Mahmood, A.N., Barlow, M.G., Tari, Z., Yi, X., Zomaya, A.Y., 2018, Computing Hierarchical Summary for Two-Dimensional Big Data Streams, IEEE Transactions on Parallel and Distributed Systems, Vol. 29, No. 4, pp. 803-818.

38. Aujla, G.S., Kumar, N., Zomaya, A.Y., Ranjan, R., 2018, Optimal Decision Making for Big Data Processing at Edge-Cloud Environment: An SDN Perspective, IEEE Transactions on Industrial Informatics, Vol. 14, No. 2, pp. 778-789.

39. Yin, J., Tang, Y., Deng, S., Li, Y., Zomaya, A.Y., 2018, D3: A Dynamic Dual-phase Deduplication Framework for Distributed Primary Storage, IEEE Transactions on Computers, Vol. 67, No. 2, pp. 193-207.

40. Alsarhan, A., Itradat, A., Al-Dubai, A.Y., Zomaya, A.Y., Min, G., 2018, Adaptive Resource Allocation and Provisioning in Multi-Service Cloud Environments, IEEE Transactions on Parallel and Distributed Systems, Vol. 29, No. 1, pp. 31-42.

41. Nan, Y., Li, W., Bao, W., Delicato, F.C., Pires, P.F., Zomaya, A.Y., 2018, A Dynamic Tradeoff Data Processing Framework for Delay-Sensitive Applications in Cloud of Things Systems, Journal of Parallel Distributed Computing, Vol. 112, pp. 53-66.

42. Fiandrino, C., Kliazovich, D., Bouvry, P., Zomaya, A.Y., 2017, Performance and Energy Efficiency Metrics for Communication Systems of Cloud Computing Data Centers, IEEE Transactions on Cloud Computing, Vol. 5, No. 4, pp. 738-750.

43. Irfan, R., Khalid, O., Khan, M.U.S., Chria, C., Ranjan, R., Zhang, F., Khan, S.U., Veeravalli, B., Li, K., Zomaya, A.Y., 2017, MobiContext: A Context-Aware Cloud-Based Venue Recommendation Framework, IEEE Transactions on Cloud Computing, Vol. 5, No. 4, pp. 712-724.

44. Wei, J., Wang, L., Liu, P., Chen, X., Li, W., Zomaya, A.Y., 2017, Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing, IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 12, pp. 7126-7139.

45. Yang, T., Pen, H., Li, W., Yuan, D., Zomaya, A.Y., 2017, An Energy-Efficient Storage Strategy for Cloudcenters based on Variable K-Coverage of a Hypergraph, IEEE Transactions on Parallel and Distributed Systems, Vol. 28, No. 12, pp. 3344-3355.

46. Bao, W., Yuan, D., Yang, Z., Wang, S., Li, W., Zhou, B.B., Zomaya, A.Y., 2017, Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment, IEEE Communications Magazine, Vol. 55, No. 11, pp. 72-78.

47. Chen, J., Mao, G., Li, C., Zafar, A., Zomaya, A.Y., 2017, Throughput of Infrastructure-Based Cooperative Vehicular Networks, IEEE Transactions on Intelligent Transportation Systems, Vol. 18, No. 11, pp. 2964- 2979.

48. Shah, Z., Mahmood, A.N., Tari, Z., Zomaya, A.Y., 2017, A Technique for Efficient Query Estimation over Distributed Data Streams, IEEE Transactions on Parallel and Distributed Systems, Vol. 28, No. 10, pp. 2770-2783.

49. Casas, I., Taheri, J., Ranjan, R., Zomaya, A.Y., 2017, PSO-DS: A Scheduling Engine for Scientific Workflows Managers, Journal of Supercomputing, Vol. 73, pp. 3924-3947.

50. Song, W., Wang, L., Xiang, Y., Zomaya, A.Y., 2017, Geographic Spatiotemporal Big Data Correlation Analysis via the Hilbert-Huang Transformation, Journal of Computer and System Sciences, Vol. 89, pp. 130-141.

51. Khan, M.U.S., Khalid, O., Huang, Y., Ranjan, R., Zhang, F., Cao, J., Veeravalli, B., Khan, S.U., Li, K., Zomaya, A.Y., 2017, MacroServ: A Route Recommendation Service for Large-Scale Evacuations, IEEE Transactions on Services Computing, Vol. 10, No. 4, pp 589-602.

52. Yin, J., Tang, Y., Deng, S.G., Li, Y., Lo, W., Dong, K., Zomaya, A.Y., Pu, C., 2017, ASSER: An Efficient, Reliable, and Cost-Effective Storage Scheme for Object-Based Cloud Storage Systems, IEEE Transactions on Computers, Vol. 66, No. 8, pp. 1326-1340.

53. Liu, Y., Hu, S., Huang, H., Ranjan, R., Zomaya, A.Y., Wang, L., 2017, Game Theoretic Market Driven Smart Home Scheduling Considering Energy Balancing, IEEE Systems Journal, Vol. 11, No. 2, pp. 910-921.

54. Alves, M.M., Pirmez, L., Rossetto, S., Delicato, F.C., de Farias, C.M., Pires, P.F., dos Santos, I.L., Zomaya, A.Y., 2017, Damage Prediction for Wind Turbines Using Wireless Sensor and Actuator Networks, Journal of Network and Computer Applications, Vol. 80, pp. 123-140.

55. Baccour, E., Foufou, S., Hamila, R., Tari, Z., Zomaya, A.Y., 2017, PTNet: An Efficient and Green Data Center Network, Journal of Parallel and Distributed Computing, Vol. 107, pp. 3-18.

56. Premarathne, U., Khalil, I., Tari, Z., Zomaya, A.Y., 2017, Cloud-based Utility Service Framework for Trust Negotiations using Federated Identity Management, IEEE Transactions on Cloud Computing, Vol. 5, No. 2, pp. 290-302.

57. Adam, O.Y., Lee, Y.C., Zomaya, A.Y., 2017, Stochastic Resource Provisioning for Containerized Multi-Tier Web Services in Clouds, IEEE Transactions on Parallel and Distributed Systems, Vol 28, No. 7, pp. 2060-2073.

58. Chkirbene, Z., Foufou, S., Hamila, R., Tari, Z., Zomaya, A.Y., 2017, LaCoDa: Layered Connected Topology for Massive Data Centers, Journal of Network and Computer Applications, Vol. 83, pp. 169-180.

59. Malik, S.U.R., Bilal, K., Khan, S.U., Veeravalli, B., Li, K., Zomaya, A.Y., 2017, Modeling and Analysis of the Thermal Properties Exhibited by Cyberphysical Data Centers, IEEE Systems Journal, Vol. 11, No. 1, pp. 163-172.

60. Khoshkbarforoushha, A., Ranjan, R., Gaire, R., Abbasnejad, E., Wang, L., Zomaya, A.Y., 2017, Distribution Based Workload Modelling of Continuous Queries in Clouds, IEEE Transactions on Emerging Topics in Computing, Vol. 5, No. 1, pp. 120-133.

61. Chen, D., Hu, Y., Wang, L., Zomaya, A.Y., Li, X., 2017, H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data, IEEE Transactions on Parallel and Distributed Systems, Vol. 28, No. 4, pp. 1091-1104.

62. Sharif Nabavi, S., Watson, P., Taheri, J., Nepal, S., Zomaya, A.Y., 2017, Privacy-Aware Scheduling SaaS in High Performance Computing Environments, IEEE Transactions on Parallel and Distributed Systems, Vol. 28, No. 4, pp. 1176-1188.

63. Li, P., Guo, S., Miyazaki, T., Liao, X., Jin, H., Zomaya, A.Y., Wang, K., 2017, Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time, IEEE Transactions on Parallel and Distributed Systems, Vol. 28, No. 6, pp. 1785-1796.

64. Anwar, A., Mahmood, A.N., Taheri, J., Tari, Z., Zomaya, A.Y., 2017, HPC-based Intelligent Volt/VAr Control of Unbalanced Distribution Smart Grid in the Presence of Noise, IEEE Transactions on Smart Grid, Vol. 8, No. 3, pp. 1446-1459.

65. Ding, T., Ding, M., Mao, G., Lin, Z., Lopez-Perez, D., Zomaya, A.Y., 2017, Uplink Performance Analysis of Dense Cellular Networks With LoS and NLoS Transmissions, IEEE Transactions on Wireless Communications, Vol. 16, No. 4, pp. 2601-2613.

66. Deng, S., Huang, L., Taheri, J., Yin, J., Zhou, M.C., Zomaya, A.Y., 2017, Mobility-Aware Service Composition in Mobile Communities, IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 47, No. 3, pp. 555-568.

67. Xie, M., Hu, J., Guo, S., Zomaya, A.Y., 2017, Distributed Segment-Based Anomaly Detection with Kullback-Leibler Divergence in Wireless Sensor Networks, IEEE Transactions on Information Forensics and Security, Vol. 12, No. 1, pp. 101-110.

68. Alves, M.M., Pirmez, L., Rossetto, S., Delicato, F.C., de Farias, C.M., Pires, P.F., dos Santos, I.L., Zomaya, A.Y., 2017, Damage Prediction for Wind Turbines Using Wireless Sensor and Actuator Networks, Journal of Network and Computer Applications, Vol. 80, pp. 123-140.

69. Portocarrero, J.M.T., Delicato, F.C., Pires, P.F., Costa, B., Li, W., Si, W., Zomaya, A.Y., 2017, RAMSES: A New Reference Architecture for Self-Adaptive Middleware in Wireless Sensor Networks, Ad Hoc Networks, Vol. 55, pp. 3-27.

70. Tziritas, N., Loukopoulos, T., Khan, S.U., Xu, C.-Z., Zomaya, A.Y., 2016, On Improving Constrained Single and Group Operator Placement Using Evictions in Big Data Environments, IEEE Transactions on Services Computing, Vol. 9, No. 5, pp. 818-831.

71. Liu, Y., Hu, S., Zomaya, A.Y., 2016, The Hierarchical Smart Home Cyberattack Detection Considering Power Overloading and Frequency Disturbance, IEEE Transactions on Industrial Informatics, Vol. 12, No. 5, pp. 1973-1983.

72. Yi, X., Rao, F.-Y., Tari, Z., Hao, F., Bertino, E., Khalil, I., Zomaya, A.Y., 2016, ID2S Password-Authenticated Key Exchange Protocols, IEEE Transactions on Computers, Vol. 65, No. 12, pp. 3687-3701.

73. Perera, C., Liu, C., Ranjan, R., Wang, L., Zomaya, A.Y., 2016, Privacy-Knowledge Modeling for the Internet of Things: A Look Back, IEEE Computer, Vol. 49, No. 12, pp. 60-68.

74. Deng, S., Huang, L., Wu, H., Tan, W., Taheri, J., Zomaya, A.Y., Wu, Z., 2016, Towards Mobile Service Computing: Opportunities and Challenges, IEEE Cloud Computing, Vol. 3, No. 4, pp. 32-41.

75. Premarathne, U., Abuadbba, A., Alabdulatif, A., Khalil, I., Tari, Z., Zomaya, A.Y., Buyya, R., 2016, Hybrid Cryptographic Access Control for Cloud-Based EHR Systems, IEEE Cloud Computing, Vol. 3, No. 4, pp. 58-64.

76. Deng, S.G., Wu, H., Taheri, J., Zomaya, A.Y., Wu, Z., 2016, Cost Performance Driven Service Mashup: A Developer Perspective, IEEE Transactions on Parallel and Distributed Systems, Vol. 27, No. 8, pp. 2234-2247.

77. Li, K., Liu, C., Li, K., Zomaya, A.Y., 2016, A Framework of Price Bidding Configurations for Resource Usage in Cloud Computing, IEEE Transactions on Parallel and Distributed Systems, Vol. 27, No. 8, pp. 2168-2181.

78. Xia, Q., Xu, Z., Liang, W., Zomaya, A.Y., 2016, Collaboration- and Fairness-Aware Big Data Management in Distributed Clouds, IEEE Transactions on Parallel and Distributed Systems, Vol. 27, No. 7, pp. 1941-1953.

79. Chen, X., Chen, Y., Zomaya, A.Y., Ranjan, R., Hu, S., 2016, CEVP: Cross Entropy based Virtual Machine Placement for Energy Optimization in Clouds, Journal of Supercomputing, Vol. 72, No. 8, pp. 3194-3209.

80. Ranjan, R., Wang, L., Zomaya, A.Y., Tao, J., Jayaraman, P.P., Georgakopoulos, D., 2016, Advances in Methods and Techniques for Processing Streaming Big Data in Datacentre Clouds, IEEE Transactions on Emerging Topics in Computing, Vol. 4, No. 2, pp. 262-265.

81. Adam, O.Y., Lee, Y.C., Zomaya, A.Y., 2016, Constructing Performance-Predictable Clusters with Performance-Varying Resources of Clouds, IEEE Transactions on Computers, Vol. 65, No. 9, pp. 2709-2724.

82. dos Santos, I.L., Pirmez, L., Carmo, L.F.R.C., Pires, P.F., Delicato, F.C., Khan, S.U., Zomaya, A.Y., 2016, A Decentralized Damage Detection System for Wireless Sensor and Actuator Networks, IEEE Transactions on Computers, Vol. 65, No. 5, pp. 1363-1376.

83. Khan, S., Gani, A., Wahab, A.W.A., Bagiwa, M.A., Shiraz, M., Khan, S.U., Buyya, R., Zomaya, A.Y., 2016, Cloud Log Forensics: Foundations, State of the Art, and Future Directions, ACM Computing Surveys, Vol. 49, No. 1.

84. Shuja, J., Gani, A., Bilal, K., Khan, A.U.R, Madani, S.A., Khan, S.U., Zomaya, A.Y., 2016, A Survey of Mobile Device Virtualization: Taxonomy and State of the Art, ACM Computing Surveys, Vol. 49, No. 1.

85. de Farias. C.M., Li, W., Delicato, F.C., Pirmez, L., Zomaya, A.Y., Pires, P.F., de Souza, J.N., 2016, A Systematic Review of Shared Sensor Networks, ACM Computing Surveys, Vol 48, No. 4.

86. Ali, M., Khan, S.U., Zomaya, A.Y., 2016, Security and Dependability of Cloud-Assisted Internet of Things, IEEE Cloud Computing, Vol. 3, No. 2, pp. 24-26.

87. Jiang, Q., Lee, Y.C., Zomaya, A.Y., 2016, Price Elasticity in the Enterprise Computing Resource Market, IEEE Cloud Computing, Vol. 3, No. 1, pp. 24-31.

88. Khalid, O., Khan, M.U.S., Huang, Y., Khan, S.U., Zomaya, A.Y., 2016, EvacSys: A Cloud-Based Service for Emergency Evacuation, IEEE Cloud Computing, Vol. 3, No. 1, pp. 60-68.

89. Almalawi, A., Fahad, A., Tari, Z., Alamri, A., AlGhamdi, R., Zomaya, A.Y., 2016, An Efficient Data-Driven Clustering Technique to Detect Attacks in SCADA Systems, IEEE Transactions on Information Forensics and Security, Vol. 11, No. 5, pp. 893-906.

90. Wu, X., Gu, Y., Tao, J., Li, G., Jayaraman, P.P., Sun, D., Ranjan, R., Zomaya, A.Y., Han, J., 2016, An Online Greedy Allocation of VMs with Non-increasing Reservations in Clouds, Journal of Supercomputing, Vol. 72, No. 2, pp. 371-390.

91. Chen, C., Zhu, X., Shen, P., Hu, J., Guo, S., Tari, Z., Zomaya, A.Y., 2016, An Efficient Privacy-Preserving Ranked Keyword Search Method, IEEE Transactions on Parallel and Distributed Systems, Vol. 27, No. 4, pp. 951-963.

92. Huang, H., Guo, S., Li, P., Liang. W., Zomaya, A.Y., 2016, Cost Minimization for rule Caching in Software Defined Networking, IEEE Transactions on Parallel and Distributed Systems, Vol 27, No. 4, pp. 1007-1016.

Selected Conference Papers (last five years)

1.    Chang, X., Li, W., Ma, J., Yang, T., Zomaya, A.Y., 2020, Interpretable Machine Learning In Sustainable Edge Computing: A Case Study of Short-Term Photovoltaic Power Output Prediction, in the Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020), May 4-8, pp. 8981-8985, Barcelona, Spain. (Invited Paper)

2.     Tang, C., Liu, X., Zhu, X., Zhu, E., Sun, K., Wang, P., Wang, L., Zomaya, A.Y., 2020, R2MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features, in the Proceedings of the 34th Conference on Artificial Intelligence (AAAI 2020), February 7-12, pp. 12063-12070, New York, USA.

3.     Wang, Z., Bao, W., Yuan, D., Ge, L., Tran, N.H., Zomaya, A.Y., 2019, SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage, in the Proceedings of the 22nd ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2019), November 25-29, pp. 279-288, Miami, USA. (Received Best Paper Award)

4.     Li, W., Li, X., Yang, Q., Yan, W., Zomaya, A.Y., 2019, Building an Online Defect Detection System for Large-scale Photovoltaic Plants, in the Proceedings of the ACM Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM BuildSys 2019), November 13-14, pp. 253-262, Columbia University, New York.

5.     Tavallaie, O., Taheri, J., Zomaya, A.Y., 2019, MARA: Mobility-Aware Rate Adaptation for Low Power IoT Networks Using Game Theory, in the Proceedings of the 18th IEEE International Symposium on Network Computing and Applications (NCA 2019), September 26-28, pp. 1-4, Cambridge, MA, USA.

6.     Hoseinyfarahabady, M.R., Jannesari, A., Tari, Z., Taheri, J., Zomaya, A.Y., 2019, A Model Predictive Controller for Dynamic CPU Cap Allocation of Timely Data-Flow Platform, in the Proceedings of the 18th IEEE International Symposium on Network Computing and Applications (NCA 2019), September 26-28, pp. 1-4, Cambridge, MA, USA.

7.     Wang, Y., Tari, Z., Huang, X., Zomaya, A.Y., 2019, A Network-aware and Partition-based Resource Management Scheme for Data Stream Processing, in the Proceedings of the 48th International Conference on Parallel Processing (ICPP 2019), August 05-08, pp. 20:1-20:10, Kyoto, Japan.

8.     Dong, Z., Zheng, E., Lee, Y.C., Zomaya, A.Y., 2019, DAGBENCH: A Performance Evaluation Framework for DAG Distributed Ledgers, in the Proceedings of the 12th IEEE International Conference on Cloud Computing (Cloud 2019), July 8-13, pp. 264-271, Milan, Italy.

9.     Tziritas, N., Loukopoulos, T., Khan, S.U., Xu, C.-Z., Zomaya, A.Y., 2019, Online Live VM Migration Algorithms to Minimize Total Migration Time and Downtime, in the Proceedings of the 33rd IEEE International Parallel and Distributed Processing Symposium (IPDPS 2019), May 20-24, Rio de Janeiro, Brazil.

10. Zhao, L., Li., Z., Li., J., Al-Dubai, A.Y., Min, G., Zomaya, A.Y., 2019, A Temporal-Information-Based Adaptive Routing Algorithm for Software Defined Vehicular Networks, in the Proceedings of the IEEE International Conference on Communications (ICC 2019), May 20-24, pp. 1-6, Shanghai, China.

11. Jiang, Q., Lee, Y.C., Zomaya, A.Y., 2019, Scalable Video Transcoding in Public Clouds, 9th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2019), May 14-17, pp.70-75, Larnaca, Cyprus (SCALE Challenge Finalist).

12. Jha, D.N., Nee, M., Wen, Z., Zomaya, A.Y., Ranjan, R., 2019, SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application, in the Proceedings of the World Wide Web Conference (WWW 2019), May 13-17, pp. 3555-3559, San Francisco, CA, USA.

13. Gu, L., Zeng, D., Li, W., Guo, S., Zomaya, A.Y., Jin, H., 2019, Deep Reinforcement Learning based VNF Management in Geo-distributed Edge Computing, in the Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), July 7-10, Dallas, Texas.

14. Luo, C., Feng, X., Chen, J., Li, J., Xu, W., Li, W., Zhang, L., Tari, Z., Zomaya, A.Y., 2019, Brush like a Dentist: Accurate Monitoring of Toothbrushing via Wrist-Worn Gesture Sensing, in the Proceedings of the IEEE International Conference on Computer Communications (INFOCOM 2019), April 29-May 2, Paris France.

15. Tran, N.H., Bao, W., Nguyen, M.N.H., Hong, C.S., Zomaya, A.Y., 2019, Federated Learning over Wireless Networks: Optimization Model Design and Analysis, in the Proceedings of the IEEE International Conference on Computer Communications (INFOCOM 2019), April 29-May 2, Paris France.

16. Alsadie, D., Alzahrani, E.J., Sohrabi, N., Tari, Z., Zomaya, A.Y., 2018, DTFA: A Dynamic Threshold-Based Fuzzy Approach for Power-Efficient VM Consolidation, in the Proceedings of the 17th IEEE International Symposium on Network Computing and Applications (NCA 2018), November 1-3, pp. 1-9, Cambridge, MA, USA.

17. Phung, J., Lee, Y.C., Zomaya, A.Y., 2018, Modeling System-Level Power Consumption Profiles Using RAPL, in the Proceedings of the 17th IEEE International Symposium on Network Computing and Applications (NCA 2018), November 1-3, pp. 1-4, Cambridge, MA, USA.

18. Bao, W., Yuan, D., Yang, Z., Wang, S., Zhou, B.B., Adams, S., Zomaya, A.Y., 2018, sFog: Seamless Fog Computing Environment for Mobile IoT Applications, in the Proceedings of the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2018), October 28-November 02, pp. 127-136, Montreal, Canada.

19. Kaur, K., Garg, S., Kumar, N., Zomaya, A.Y., 2018, A Game of Incentives: An Efficient Demand Response Mechanism using Fleet of Electric Vehicles, in the Proceedings of the ACM International Workshop on Future Industrial Communication Networks (FICN), in conjunction with 24th ACM MobiCom, October 29-November 2, pp. 27-32, New Delhi, India.

20. Zhang, S., Li, W., Wu, Y., Watson, P., Zomaya, A.Y., 2018, Enabling Edge Intelligence for Activity Recognition in Smart Homes, in the Proceedings of the 15th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2018), October 9-12, Chengdu, China. (Invited Paper)

21. Jiang, Q., Lee, Y.C., Zomaya, A.Y., 2018, Janus: A Generic QoS Framework for Software-as-a-Service Applications, in the Proceedings of the IEEE International Conference on Cluster Computing (Cluster 2018), September 10-13, pp. 55-65, Belfast, Ireland.

22. Kim, Y.K., HoseinyFarahabady, M.R., Lee, Y.C., Zomaya, A.Y., Jurdak, R., 2018, Dynamic Control of CPU Usage in a Lambda Platform, in the Proceedings of the IEEE International Conference on Cluster Computing (Cluster 2018), September 10-13, pp. 234-244, Belfast, Ireland.

23. Wu, H., Deng, S., Li, W., Khan, S.U., Yin, J., Zomaya, A.Y., 2018, Request Dispatching for Minimizing Service Response Time in Edge Cloud Systems, in the Proceedings of the 27th International Conference on Computer Communications and Networks (ICCCN 2018), July 30-August 2, pp. 1-9, Hangzhou, China. (Invited Paper)

24. Wu, H., Deng, S., Li, W., Fu, M., Yin, J., Zomaya, A.Y., 2018, Service Selection for Composition in Mobile Edge Computing Systems, in the Proceedings of the IEEE International Conference on Web Services (ICWS), July 2-7, pp. 355-358, San Francisco, USA.

25. Bao, W., Yuan, D., Shi, K., Ju, W., Zomaya, A.Y., 2018, Ins and Outs: Optimal Caching and Re-Caching Policies in Mobile Networks, in the Proceedings of the 19th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2018), June 26-29, pp. 41-50, Los Angeles, USA.

26. HoseinyFarahabady, M.R., Farhangsadr, N., Zomaya, A.Y., Tari, Z., Khan, S.U., 2018, Elastic CPU Cap Mechanism for Timely Dataflow Applications, in the Proceedings of the 18th International Conference Computational Science, Lecture Notes in Computer Science 10860, Springer, June 11-13, Wuxi, China, pp. 554-568.

27. Loukopoulos, T., Tziritas, N., Koziri, M.G., Stamoulis, G., Khan, S.U., Xu, C.-Z., Zomaya, A.Y., 2018, Data Stream Processing at Network Edges, in the Workshop Proceedings of the 32nd IEEE International Parallel and Distributed Processing Symposium (Workshop on Parallel and Distributed Computing and Optimization), May 21-25, Vancouver, BC, Canada, pp. 657-665.

28. HoseinyFarahabady, M.R., Bastani, S., Taheri, J., Zomaya, A.Y., Tari, Z., Khan, S.U., 2018, Toward Designing a Dynamic CPU Cap Manager for Timely Dataflow Platforms, in the Proceedings of the High Performance Computing Symposium (SpringSim HPC), April 15-18, Baltimore, MD, USA, pp. 6:1-6:11.

29. Kim, Y.K., HoseinyFarahabady, M.R., Lee, Y.C., Zomaya, A.Y., 2018, Decentralized Admission Control for High-Throughput Key-Value Data Stores, in the Proceedings of the 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2018), May 1-4, Washington, DC,USA.

30. Cho, D., Taheri, J., Zomaya, A.Y., Wang, L., 2017, Virtual Network Function Placement: Towards Minimizing Network Latency and Lead Time, in the Proceedings of the 9th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2017), December 11-14, pp. 90-97, Hong Kong.

31. Zomaya, A.Y., 2017, Provisioning and Management of Internet of Things Applications: Open Issues and Insights, in the Proceedings of the 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2017), November 21-25, pp. 1-2, Miami, Florida. (Keynote Address)

32. Bao, W., Li, W., Delicato, F.C., Pires, P.F., Yuan, D., Zhou, B.B., Zomaya, A.Y., 2017, Cost-Effective Processing in Fog-Integrated Internet of Things Ecosystems, in the Proceedings of the 20th ACM International Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2017), November 21-25, pp. 99-108, Miami, Florida. (Nominated for Best Paper Award)

33. Chen, X., Zhang, D., Wang, Y., Wang, L., Zomaya, A.Y., Hu, S., 2017, Offshore Oil Spill Monitoring and Detection: Improving Risk Management for Offshore Petroleum Cyber-Physical Systems, in the Proceedings of the IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2017), November 13-16, pp. 841-846, Irvine, California. (Invited Paper)

34. HoseinyFarahabady, M.R., Lee, Y.C., Zomaya, A.Y., Tari, Z., 2017, A QoS-Aware Resource Allocation Controller for Function as a Service (FaaS) Platform, in the Proceedings of 15th International Conference on Service-Oriented Computing (ICSOC 2017), November 13-16, pp. 241-255, Malaga, Spain.

35. Wu, H., Deng, S., Li, W., Yin, J., Yang, Q., Wu, Z., Zomaya, A.Y., 2017, Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing, in the Proceedings of 15th International Conference on Service-Oriented Computing (ICSOC 2017), November 13-16, pp. 625-640, Malaga, Spain. (Received Best Paper Award)

36. Jiang, Q., Lee, Y.C., Zomaya, A.Y., 2017, Serverless Execution of Scientific Workflows, in the Proceedings of 15th International Conference on Service-Oriented Computing (ICSOC 2017), November 13-16, pp. 706-721, Malaga, Spain.

37. Zhao, S., Li, W., Zia, T.A, Zomaya, A.Y., 2017, A Dimension Reduction Model and Classifier for Anomaly-Based Intrusion Detection in Internet of Things, in the Proceedings of the 15th IEEE Pervasive Intelligence and Computing (PICom-2017), November 6-10, pp., Orlando, Florida. (Received Best Paper Award)

38. Alsadie, D., Tari, Z., Alzahrani, E., Zomaya, A.Y., 2017, LIFE: A Predictive Approach for VM Placement in Cloud Environments, in the Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (IEEE NCA 2017), October 30-November 1, pp. 1-8, Boston.

39. Alsadie, D., Tari, Z., Alzahrani, E., Zomaya, A.Y., 2017, Energy-Efficient Tailoring of VM Size and Tasks in Cloud Data Centers, in the Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (IEEE NCA 2017), October 30-November 1, pp. 1-5, Boston.

40. Alzahrani, E., Tari, Z., Lee, Y.C., Alsadie, D., Zomaya, A.Y., 2017, adCFS: Adaptive Completely Fair Scheduling Policy for Containerised Workflows Systems, in the Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (IEEE NCA 2017), October 30-November 1, pp. 1-8, Boston. (Best Student Paper Award)

41. Wang, Y., Tari, Z., Hoseinyfarahabady, M. R., Zomaya, A.Y., 2017, QoS-aware Resource Allocation for Stream Processing Engines using Priority Channels, in the Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (IEEE NCA 2017), October 30-November 1, pp. 1-9, Boston.

42. Kim, Y.K., Hoseinyfarahabady, M. R., Lee, Y.C., Zomaya, A.Y., 2017, A Resource Allocation Controller for Key-Value Data Stores, in the Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (IEEE NCA 2017), October 30-November 1, pp. 1-4, Boston.

43. Hoseinyfarahabady, M.R., Zomaya, A.Y., Tari, Z., 2017, QoS- and Contention-Aware Resource Provisioning in a Stream Processing Engine, in the Proceedings of the IEEE International Conference on Cluster Computing (Cluster 2017), September 5-8, pp. 137-146, Honolulu, Hawaii.

44. Ahmed, M., Zomaya, A.Y., 2017, The Effect of Resource Allocation and System Events on VM Consolidation, in the Proceedings of the IEEE International Conference on Cluster Computing (Cluster 2017), September 5-8, pp. 557-562, Honolulu, Hawaii.

45. Hoseinyfarahabady, M.R., Taheri, J., Tari, Z., Zomaya, A.Y., 2017, A Dynamic Resource Controller for a Lambda Architecture, in the Proceedings of the 46th International Conference on Parallel Processing (ICPP 2017), August 14-17, pp. 332-341, Bristol, United Kingdom.

46. Cho, D., Taheri, J., Zomaya, A.Y., Bouvry, P., 2017, Real-Time Virtual Network Function (VNF) Migration toward Low Network Latency in Cloud Environments, in the Proceedings of the IEEE 10th International Conference on Cloud Computing (IEEE CLOUD), June 25-30, pp. 798-801, Honolulu, USA.

47. Phung, J., Lee, Y.C., Zomaya, A.Y., 2017, Application-Agnostic Power Monitoring in Virtualized Environments, in the Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2017), May 14-17, pp. 335-344, Madrid, Spain.

48. Adam, O.Y., Lee, Y.C., Zomaya, A.Y., 2017, CtrlCloud: Performance-Aware Adaptive Control for Shared Resources in Clouds, in the Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2017), May 14-17, pp. 110-119, Madrid, Spain.

49. Zhang, B., Li, W., Zhou, B.B., Zomaya, A.Y., 2016, Home Fog Server: Taking Back Control from the Cloud, in the Proceedings of the 5th IEEE International Workshop on Cloud Computing Systems, Networks, and Applications (CCSNA), Part of Globecom 2017, December 4, pp. 1-6 , Washington, DC.

50. Rehman, S.U., Khan, M.A., Zia, T.A., Zomaya, A.Y., 2016, Joint Rate and Queue Based Routing for Vehicular Ad-Hoc Networks, in the Proceedings of the 41st IEEE Conference on Local Computer Networks Workshops, November 7-10, pp. 165-172, Dubai, United Arab Emirates.

51. Hoseinyfarahabady, M.R., Samani, H.R.D., Wang, Y., Zomaya, A.Y., Tari, Z., 2016, A QoS-Aware Controller for Apache Storm, in the Proceedings of the 15th IEEE International Symposium on Network Computing and Applications (NCA 2016), October 31-November 2, pp. 334-342, Boston, USA.

52. Nan, Y., Li, W., Bao, W., Delicato, F.C., Pires, P.F., Zomaya, A.Y., 2016, Cost-effective Processing for Delay-Sensitive Applications in Cloud of Things Systems, in the Proceedings of the 15th IEEE International Symposium on Network Computing and Applications (NCA 2016), October 31-November 2, pp. 162-169, Boston, USA. (Received Best Paper Award)

53. Hoseinyfarahabady, M.R., Lee, Y.C, Zomaya, A.Y., Tari, Z., Song, A., 2016, A Model Predictive Controller for Contention-Aware Resource Allocation in Virtualized Data Centers, in the Proceedings of the 24th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS 2016), September 19-21, pp. 277-282, London, United Kingdom.

54. Taheri, J., Zomaya, A.Y., Kassler, A., 2016, vmBBThrPred: A Black-Box Throughput Predictor for Virtual Machines in Cloud Environments, in the Proceedings of 5th IFIP WG 2.14 European Conference on Service-Oriented and Cloud Computing (ESOCC 2016), Lecture Notes in Computer Science 9846, Springer, eds. M. Aiello, E.B. Johnsen, S. Dustdar, I. Georgievski, September 5-7, pp. 18-33, Vienna, Austria.

55. Fiandrino, C., Kliazovich, D., Bouvry, P., Zomaya, A.Y., 2016, Network Coding-Based Content Distribution in Cellular Access Networks, in the Proceedings of IEEE International Conference on Communications (ICC 2016), May 22-27, pp. 1-6, Kuala Lumpur, Malaysia.

 

 
Last updated: September 20, 2020