Publications

J. Wojtkiewicz, M. Hosseini, T. Chambers and R. Gottumukkala (2019). Hour-ahead Solar Irradiance Forecasting Using Multivariate Gated Recurrent Units. Energies

Katragadda, Satya, Raju Gottumukkala, Siva Venna, Nicholas Lipari, Shailendra Gaikwad, Murali Pusala, Jian Chen, Christoph W. Borst, Vijay Raghavan, and Magdy Bayoumi (2019). VAStream: A Visual Analytics System for Fast Data Streams. Practice and Experience in Advanced Research Computing on Rise of the Machines (learning).

Zobaed, S. M., Ahmad, S., Gottumukkala, R., & Salehi, M. A. (2019). Clustcrypt: Privacy-preserving clustering of unstructured big data in the cloud. 21st IEEE International Conference on High Performance Computing and Communications (HPCC ’19).

Venna, S. R., Tavanaei, A., Gottumukkala, R. N., Raghavan, V. V., Maida, A. S., & Nichols, S. (2018). A novel data-driven model for real-time influenza forecasting. IEEE Access.

Sahan Ahmad, SM Zobaed, Raju Gottumukkala, Mohsen Amini Salehi, “Edge Computing for User-Centric Secure Search on Cloud-Based Encrypted Big Data“, in Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications (HPCC ’19), Zhangjiajie, China, Aug. 2019

Wojtkiewicz, Jessica, Satya Katragadda, and Raju Gottumukkala (2018). A Concept-Drift Based Predictive-Analytics Framework: Application for Real-Time Solar Irradiance Forecasting. 2018 IEEE International Conference on Big Data (Big Data).

Katragadda, Satya, Raju Gottumukkala, Murali Pusala, Vijay Raghavan, and Jessica Wojtkiewicz (2018). Distributed Real Time Link Prediction on Graph Streams. 2018 IEEE International Conference on Big Data (Big Data).

Amirhossein Tavanaei, Raju Gottumukkala, Vijay Raghavan, Anthony Maida (2018). Unsupervised Rank Aggregation using Parameterized Function Optimization.

Katragadda, Satya, Jian Chen, and Shaaban Abbady (2018). Spatial hotspot detection using polygon propagation. International Journal of Digital Earth.

Shailendra Gaikwad, Sana Tafleen, Raju Gottumukkala, Khalid Elgazzar (2018). Fault Tolerance of Real-time Video Streaming Protocols over SDN Networks. 14th International Wireless Communications & Mobile Computing Conference (IWCMC).

M. S. Cinar, B. Genc, H. Sever and V. V. Raghavan (2017). Analyzing Structure of Terrorists Networks by Using Graph Metrics. 8th IEEE International Conference on Big Knowledge (IEEE ICBK). Hefei, PRC.

S. Singh, W. Xu and V. V. Raghavan (2017). Descriptor based protein structure representation using triangular spatial relationships in 3-D. 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Tung Thanh Le, Dan Zhao, Magdy Bayoumi (2017). Efficient Reconfigurable Global Network-on-chip Designs towards Heterogeneous CPU-GPU Systems: An Application-Aware Approach. Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI’17). Bochum, Germany.

S. Abbady, C. Ke, J. Lavergne, J. Chen, V. V. Raghavan and R. G. Benton (2017). Online Mining for Association Rules and Collective Anomalies in Data Streams. 2017 IEEE International Conference on Big Data. Boston, MA.

Tung Thanh Le, Rui Ning, Dan Zhao, Hongyi Wu, Magdy Bayoumi (2017). Optimizing the Heterogeneous Network On-Chip Design in Manycore Architectures. Proceedings of the 30th IEEE International System-on-Chip Conference (SOCC’17). Munich, Germany.

A. Nasser, H. Sever and V. V. Raghavan (2017). Utilization Rough Sets for Intrusion Detection. Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA- SCIS 2017). Otsu, Japan.

Matin Hosseini, Mohsen Amini Salehi, Raju Gottumukkala (2017). Enabling Interactive Video Stream Prioritization for Public Safety Monitoring through Effective Batch Scheduling.19th IEEE International Conference on High Performance Computing and Communications (HPCC ’17). 474.

Pusala, M. K., Benton, R. G., Raghavan, V. V., & Gottumukkala, R. N. (2017). Supervised approach to rank predicted links using interestingness measures. Bioinformatics and Biomedicine (BIBM), 2017 IEEE International Conference.

K. Khalil, O. Eldash and M. Bayoumi (2017). A Novel Approach Towards Less Area Overhead Self-Healing Hardware Systems. MWSCAS 2017.

Md Farhadur Reza, Dan Zhao, Magdy Bayoumi (2017). Dark Silicon-Power-Thermal Aware Runtime Mapping and Configuration in Heterogeneous Many-Core Chip. Proceedings of 50th IEEE International Symposium on Circuits and Systems (ISCAS). Baltimore, MD.

Tung Thanh Le, Dan Zhao, Magdy Bayoumi (2017). Efficient Reconfigurable Global Network-on-chip Designs towards Heterogeneous CPU-GPU Systems: An Application-Aware Approach. Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI’17). Bochum, Germany.

Siroos Madani, Magdy Bayoumi (2017). Fault Tolerant Techniques for TSV-Based Interconnects in 3-D ICs. ISCAS 2017.

Katragadda, Satya, Ryan Benton, and Vijay Raghavan (2017). Framework for Real-Time Event Detection using Multiple Social Media Sources. Proceedings of the 50th Hawaii International Conference on System Sciences. Hawaii.

Vemavarapu, Prabhakar V., and Borst, Christoph W. (2017). Indirect touch interaction with stereoscopic displays using a two- sided handheld touch device. 3D User Interfaces (3DUI), 2017 IEEE Symposium. Los Angeles, CA.

Sharif, Mohammad Amir, and Vijay V. Raghavan (2017). Link prediction based hybrid recommendation system using user- page preference graphs. Neural Networks (IJCNN), 2017 IEEE International Joint Conference. .

O. Eldash, K. Khalil, and M. Bayoumi (2017). On on-chip intelligence paradigms. IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE).

Tung Thanh Le, Rui Ning, Dan Zhao, Hongyi Wu, Magdy Bayoumi (2017). Optimizing the Heterogeneous Network On-Chip Design in Manycore Architectures. Proceedings of the 30th IEEE International System-on-Chip Conference (SOCC’17). Munich, Germany.

Katragadda, Satya, Ryan Benton, and Vijay Raghavan (2017). Sub-event detection from tweets. Neural Networks (IJCNN), 2017 IEEE International Joint Conference

Tarek Idriss, Haytham Idriss, Magdy Bayoumi (2016). A PUF-Based Paradigm for IoT Security. 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT).

O.G. Olaleye, M.A. Iqbal, A. Aly, D. Perkins, M. Bayoumi (2016). An Energy-Detection-based Cooperative Spectrum Sensing Scheme for Minimizing the Effects of NPEE and RSPF. MSWiM 2016

Ming Min, Magdy Bayoumi (2016). Congestion aware traffic bridging routing among hierarchical networks on chip. SOCC2016

Siva R. Venna, Raju N. Gottumukkala, Vijay V. Raghavan (2016). Visual Analytic Decision Making Environments for Large­ Scale Time Evolving Graphs. Cognitive Computing: Theory and Applications 1st Ed. Elsevier.

Satya Katragadda, Ryan Benton, Shahid Virani, and Vijay Raghavan (2016). Detection of Event Onset using Twitter. IEEE International Joint Conference of Neural Networks.

Gottumukkala, Raju N., Siva R. Venna, and Vijay Raghavan (2015). Visual Analytics of Time Evolving Large­scale Graphs. IEEE Intelligent Informatics Bulletin.