Books and Book Chapters

Gongjin Sun, Seongyoung Kang, Sang-Woo Jun (2020). BurstZ: a bandwidth-efficient scientific computing accelerator platform for large-scale data. In Proceedings of the 34th ACM International Conference on Supercomputing, pp. 1-12

Heydari Gorji, Ali, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Alves, and Pai H. Chou. (2020). Hypertune: Dynamic hyperparameter tuning for efficient distribution of dnn training over heterogeneous systems. In Proceedings of the 39th...

Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Šimunić Rosing (2020). Implementing binary neural networks in memory with approximate accumulation. In Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, pp....

Ferlez, James, and Yasser Shoukry. (2020). AReN: Assured ReLU NN architecture for model predictive control of LTI systems. Proceedings of the 23rd International Conference on Hybrid Systems: Computation and Control, pp. 1-11.

Laitala, Juho, Mingzhe Jiang, Elise Syrjälä, Emad Kasaeyan Naeini, Antti Airola, Amir M. Rahmani, Nikil D. Dutt, and Pasi Liljeberg. (2020). Robust ECG R-peak detection using LSTM. Proceedings of the 35th annual ACM symposium on applied computing, pp. 1104-1111.

Fouda, Mohammed E., Fadi Kurdahi, Ahmed Eltawil, and Emre Neftci. (2020). Spiking neural networks for inference and learning: A memristor-based design perspective. Memristive Devices for Brain-Inspired Computing (2020): pp. 499-530.

Williams, Lucretia, Gillian R. Hayes, Yuqing Guo, Amir Rahmani, and Nikil Dutt. (2020). HCI and mHealth wearable tech: A multidisciplinary research challenge. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, pp. 1-7.

Garcia, Joshua, Yang Feng, Junjie Shen, Sumaya Almanee, Yuan Xia, and and Qi Alfred Chen. (2020). A comprehensive study of autonomous vehicle bugs. In Proceedings of the ACM/IEEE 42nd international conference on software engineering, pp. 385-396.

Gong, Liangyi, Zhenhua Li, Feng Qian, Zifan Zhang, Qi Alfred Chen, Zhiyun Qian, Hao Lin, and Yunhao Liu. (2020) Experiences of landing machine learning onto market-scale mobile malware detection. Proceedings of the Fifteenth European Conference on Computer Systems,...

Yasaei, R., Hernandez, F., & Faruque, M. A. A. (2020). IoT-CAD: Context-aware adaptive anomaly detection in IoT systems through sensor association. In Proceedings of the 39th International Conference on Computer-Aided Design (pp. 1-9).

Mirzamohammadi, Saeed, Yuxin Liu, Tianmei Ann Huang, Ardalan Amiri Sani, Sharad Agarwal, and Sung Eun Kim. (2020). Tabellion: Secure legal contracts on mobile devices." In Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services,...

Liu, Yingtong, Hsin-Wei Hung, and Ardalan Amiri Sani. (2020). Mousse: a system for selective symbolic execution of programs with untamed environments. Proceedings of the Fifteenth European Conference on Computer Systems, pp. 1-15.

Matsubara, Yoshitomo, and Marco Levorato. (2020). Split computing for complex object detectors: Challenges and preliminary results. Proceedings of the 4th International Workshop on Embedded and Mobile Deep Learning, pp. 7-12.

Harris, Ian G., Ali Derakhshan, and Marcel Carlsson. (2020). A Study of Targeted Telephone Scams Involving Live Attackers. In International Workshop on Socio-Technical Aspects in Security and Trust, pp. 63-82. Cham: Springer International Publishing.

Hu, Shengtuo, Qi Alfred Chen, Jiwon Joung, Can Carlak, Yiheng Feng, Z. Morley Mao, and Henry X. Liu. (2020). Cvshield: Guarding sensor data in connected vehicle with trusted execution environment. Proceedings of the Second ACM Workshop on Automotive and Aerial Vehicle...

Al Faruque, M. A., & Canedo, A. (Eds.). (2019). Design Automation of Cyber-Physical Systems. Springer.

Matsubara, Yoshitomo, Sabur Baidya, Davide Callegaro, Marco Levorato, and Sameer Singh. (2019). Distilled split deep neural networks for edge-assisted real-time systems. Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, pp. 21-26.

Callegaro, Davide, Sabur Baidya, and Marco Levorato. (2019). A measurement study on edge computing for autonomous UAVs. In Proceedings of the ACM SIGCOMM 2019 Workshop on Mobile AirGround Edge Computing, Systems, Networks, and Applications, pp. 29-35.

Sun, Xiaowu, Haitham Khedr, and Yasser Shoukry. (2019). Formal verification of neural network controlled autonomous systems. Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, pp. 147-156.

Wan, J., Rashid, N., Canedo, A., & Faruque, M. A. A. (2019). Concept design: modeling and synthesis from requirements to functional models and simulation. Design Automation of Cyber-Physical Systems, 3-20.

Donyanavard, Bryan, Tiago Mück, Amir M. Rahmani, Nikil Dutt, Armin Sadighi, Florian Maurer, and Andreas Herkersdorf. (2019). Sosa: Self-optimizing learning with self-adaptive control for hierarchical system-on-chip management. Proceedings of the 52nd annual IEEE/ACM...

Taheri, Sajjad, Payman Behnam, Eli Bozorgzadeh, Alexander Veidenbaum, and Alexandru Nicolau. (2019.) AFFIX: Automatic acceleration framework for FPGA implementation of OpenVX vision algorithms. Proceedings of the 2019 ACM/SIGDA International Symposium on...

Chhetri, S. R., Wan, J., Canedo, A., & Faruque, M. A. A. (2019). Design automation using structural graph convolutional neural networks. Design Automation of Cyber-Physical Systems, 237-259.

Rambo, Eberle A., Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi Kurdahi, Bryan Donyanavard, Caio Batista de Melo et al. (2019). The information processing factory: A paradigm for life cycle management of dependable systems. Proceedings of the International Conference on...

Sani, Ardalan Amiri, and Thomas Anderson. (2019). The case for I/O-device-as-a-service. Proceedings of the Workshop on Hot Topics in Operating Systems, pp. 66-72.

Sargolzaei, A., Abbaspour, A., Al Faruque, M. A., Salah Eddin, A., & Yen, K. (2018). Security challenges of networked control systems. Sustainable Interdependent Networks: From Theory to Application, 77-95.

Vatanparvar, K., & Al Faruque, M. A. (2018). Control-as-a-service in cyber-physical energy systems over fog computing. Fog Computing in the Internet of Things: Intelligence at the Edge, 123-144.

Mishra, Prabhat, and Nikil Dutt. (2018). Processor modeling and design tools. In EDA for IC System Design, Verification, and Testing, pp. 8-1.

Taheri, Sajjad, Alexander Vedienbaum, Alexandru Nicolau, Ningxin Hu, and Mohammad R. Haghighat. (2018). Opencv. js: Computer vision processing for the open web platform. Proceedings of the 9th ACM multimedia systems conference, pp. 478-483.

Lee, Cheng-Ting, Yun-Hao Liang, Pai H. Chou, Ali Heydari Gorji, Seyede Mahya Safavi, Wen-Chan Shih, and Wen-Tsuen Chen. (2018). EcoMicro: A miniature self-powered inertial sensor node based on bluetooth low energy. Proceedings of the International Symposium on Low...

Fouda, Mohammed E., Ahmed M. Eltawil, and Fadi Kurdahi. (2018). Minimal disturbed bits in writing resistive crossbar memories." In Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, pp. 98-100.

Fouda, Mohammed E., Jongeun Lee, Ahmed M. Eltawil, and Fadi Kurdahi. (2018). Overcoming crossbar nonidealities in binary neural networks through learning. Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, pp. 31-33.

Mirzamohammadi, Saeed, and Ardalan Amiri Sani. (2018). The case for a virtualization-based trusted execution environment in mobile devices. Proceedings of the 9th Asia-Pacific Workshop on Systems, pp. 1-8.

Baidya, Sabur, Zoheb Shaikh, and Marco Levorato. (2018). FlyNetSim: An open source synchronized UAV network simulator based on ns-3 and ardupilot. In Proceedings of the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile...

Neftci, Emre O. (2018). Data and power efficient intelligence with neuromorphic learning machines. Iscience 5: pp. 52-68.

Mirzaei, Hamid, Guni Sharon, Stephen Boyles, Tony Givargis, and Peter Stone. (2018). Link-based parameterized micro-tolling scheme for optimal traffic management." In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, pp....

Dutt, Nikil. (2018). Self-Awareness for Heterogeneous MPSoCs: A Case Study using Adaptive, Reflective Middleware. Proceedings of the 2018 on Great Lakes Symposium on VLSI, pp. 3-3.