Kyle E. Benson, Georgios Bouloukakis, Casey Grant, Valérie Issarny, Sharad Mehrotra, Ioannis D. Moscholios, Nalini Venkatasubramanian: FireDeX: a Prioritized IoT Data Exchange Middleware for Emergency Response. the 19th International Middleware Conference (Middleware 2018): 279-292, Rennes, France, December 10-14, 2018
Luca Scalzotto, Kyle E. Benson, Georgios Bouloukakis, Paolo Bellavista, Valérie Issarny, Sharad Mehrotra, Nalini Venkatasubramanian: An Implementation Experience with SDN-Enabled IoT Data Exchange Middleware. the 19th International Middleware Conference (Posters) (Middleware Posters 2018): 21-22, Rennes, France, December 10-14, 2018
Delaram Amiri, Arman Anzanpour, Iman Azimi, Marco Levorato, Amir M. Rahmani, Pasi Liljeberg, Nikil D. Dutt: Edge-Assisted Sensor Control in Healthcare IoT. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Davide Callegaro, Marco Levorato: Optimal Computation Offloading in Edge-Assisted UAV Systems. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Luca Bedogni, Marco Levorato: Rising User Privacy Against Predictive Context Awareness Through Adversarial Information Injection. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: Low-Power Resistive Associative Processor Implementation Through the Multi-Compare. the 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2018): 165-168, Bordeaux, France, December 9-12, 2018
Alina Oprea, Zhou Li, Robin Norris, Kevin D. Bowers: MADE: Security Analytics for Enterprise Threat Detection. the 34th Annual Computer Security Applications Conference (ACSAC 2018): 124-136, San Juan, PR, USA, December 3-7, 2018
Zhe Zhou, Di Tang, Wenhao Wang, Xiaofeng Wang, Zhou Li, Kehuan Zhang: Beware of Your Screen: Anonymous Fingerprinting of Device Screens for Off-Line Payment Protection. the 34th Annual Computer Security Applications Conference (ACSAC 2018): 77-88, San Juan, PR, USA, December 3-7, 2018
Hsin-Yu Ting, Ardalan Amiri Sani, Eli Bozorgzadeh: System Services for Reconfigurable Hardware Acceleration in Mobile Devices. the 2018 International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018): 1-6, Cancun, Mexico, December 3-5, 2018
Ali Jafari, Morteza Hosseini, Houman Homayoun, Tinoosh Mohsenin: A Scalable and Low Power DCNN for Multimodal Data Classification. the 2018 International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018): 1-6, Cancun, Mexico, December 3-5, 2018
Yu Meng, Kwei-Jay Lin, Bingnan Peng, Bo-Lun Tsai, Chi-Sheng Shih: ArPico: Using Pictures to Build Localization Service for Indoor IoT Applications. the 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA 2018): 105-112, Paris, France, November 20-22, 2018
Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing: RNSnet: In-Memory Neural Network Acceleration Using Residue Number System. the 2018 IEEE International Conference on Rebooting Computing (ICRC 2018): 1-12, McLean, VA, USA, November 7-9, 2018
Carlos Michel Betemps, Mateus Santos De Melo, Amir M. Rahmani, Antonio Miele, Nikil D. Dutt, Bruno Zatt: Exploring Heterogeneous Task-Level Parallelism in a BMA Video Coding Application using System-Level Simulation. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 75-82, Salvador, Brazil, November 5-8, 2018
Fabíola Gonçalves C. Ribeiro, Achim Rettberg, Carlos E. Pereira, Charles Steinmetz, Michel S. Soares: Non-Functional Constraints Annotation to Real-Time Embedded System Design. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 219-224, Salvador, Brazil, November 5-8, 2018
Charles Steinmetz, Achim Rettberg, Fabíola Gonçalves C. Ribeiro, Greyce Schroeder, Carlos E. Pereira: Internet of Things Ontology for Digital Twin in Cyber Physical Systems. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 154-159, Salvador, Brazil, November 5-8, 2018
Saransh Gupta, Mohsen Imani, Tajana Rosing: FELIX: Fast and Energy-Efficient Logic in Memory. the 2018 International Conference on Computer-Aided Design(ICCAD 2018): 55, November 5-8, 2018
Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun: Efficient Utilization of Adversarial Training Towards Robust Machine Learners and its Analysis. the International Conference on Computer-Aided Design (ICCAD 2018): 78, San Diego, CA, USA, November 5-8, 2018
Hamid Mirzaei, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone: Enhanced Delta-Tolling: Traffic Optimization via Policy Gradient Reinforcement Learning. the 21st International Conference on Intelligent Transportation Systems (ITSC 2018): 47-52, Maui, HI, USA, November 4-7, 2018
Max Willian Soares Lima, Horacio A. B. Fernandes de Oliveira, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato: Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. the 17th IEEE International Symposium on Network Computing and Applications (NCA 2018): 1-5, Cambridge, MA, USA, November 1-3, 2018
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Goal Formulation: Abstracting Dynamic Objectives for Efficient On-Chip Resource Allocation. the 2018 IEEE Nordic Circuits and Systems Conference, NORCAS 2018: NORCHIP and International Symposium of System-on-Chip (NORCAS 2018): 1-4, Tallinn, Estonia, October 30-31, 2018
Fakir Sharif Hossain, Michihiro Shintani, Michiko Inoue, Alex Orailoglu: Variation-Aware Hardware Trojan Detection through Power Side-Channel. the IEEE International Test Conference (ITC 2018): 1-10, Phoenix, AZ, USA, October 29 – Nov. 1, 2018
Sabur Baidya, Zoheb Shaikh, Marco Levorato: FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot. the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2018): 37-45, Montreal, QC, Canada, October 28 – November 02, 2018
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Robust Frame Boundary Synchronization for In-Band Full-Duplex OFDM System. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 1395-1399, Pacific Grove, CA, USA, October 28-31, 2018
Louis Pisha, Sean Hamilton, Dhiman Sengupta, Ching-Hua Lee, Krishna Chaithanya Vastare, Tamara Zubatiy, Sergio Luna, Cagri Yalcin, Alex Grant, Rajesh Gupta, Ganz Chockalingam, Bhaskar D. Rao, Harinath Garudadri: A Wearable Platform for Research in Augmented Hearing. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 223-227, Pacific Grove, CA, USA, October 28-31, 2018
Igor Burago, Marco Levorato: Randomized Edge-Assisted On-Sensor Information Selection for Bandwidth-Constrained Systems. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 1462-1469, Pacific Grove, CA, USA, October 28-31, 2018
Ashkan Nikravesh, Qi Alfred Chen, Scott Haseley, Xiao Zhu, Geoffrey Challen, Z. Morley Mao: QoE Inference and Improvement Without End-Host Control. the 2018 IEEE/ACM Symposium on Edge Computing, (SEC 2018): 43-57, Seattle, WA, USA, October 25-27, 2018
Rahmadi Trimananda, Ali Younis, Bojun Wang, Bin Xu, Brian Demsky, Guoqing Harry Xu: Vigilia: Securing Smart Home Edge Computing. the 2018 IEEE/ACM Symposium on Edge Computing (SEC 2018): 74-89, Seattle, WA, USA, October 25-27, 2018
Ishan G. Thakkar, Sudeep Pasricha: Mitigating the Energy Impacts of VBTI Aging in Photonic Networks-on-Chip Architectures with Multilevel Signaling. the 9th International Green and Sustainable Computing Conference, Ninth International Green and Sustainable Computing Conference (IGSC 2018): 1-7, Pittsburgh, PA, USA, October 22-24, 2018
Mohammed E. Fouda, Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Ahmed M. Eltawil, Fadi J. Kurdahi: Extracting the Cole-Cole Model Parameters of Tissue-Mimicking Materials. the 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS 2018): 1-4, Cleveland, OH, USA, October 17-19, 2018
Zhihao Yao, Saeed Mirzamohammadi, Ardalan Amiri Sani, Mathias Payer: Milkomeda: Safeguarding the Mobile GPU Interface Using WebGL Security Checks. the 25th 2018 ACM SIGSAC Conference on Computer and Communications Security Toronto (ACM 2018): 1455-1469 ON, Canada, October 15-19, 2018
Yeseong Kim, Mohsen Imani, Tajana S. Rosing: Efficient Human Activity Recognition Using Hyperdimensional Computing. the 8th International Conference on the Internet of Things (IOT 2018): 38:1-38:6, Santa Barbara, CA, USA, October 15-18, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun: Energy-Aware and Machine Learning-Based Resource Provisioning of In-Memory Analytics on Cloud. the ACM Symposium on Cloud Computing, (SoCC 2018): 517, Carlsbad, CA, USA, October 11-13, 2018
Kai Wang, Zhiqiang Zuo, John Thorpe, Tien Quang Nguyen, Guoqing Harry Xu: RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine. the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2018): 763-782, Carlsbad, CA, USA, October 8-10, 2018
Siavash Rezaei, Kanghee Kim, Eli Bozorgzadeh: Scalable Multi-Queue Data Transfer Scheme for FPGA-Based Multi-Accelerators. the 36th IEEE International Conference on Computer Design (ICCD 2018): 374-380, Orlando, FL, USA, October 7-10, 2018
Sudeep Pasricha, Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Varun Bhat: Securing Photonic NoC Architectures from Hardware Trojans. the 12th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2018): 15:1-15:8, Torino, Italy, October 4-5, 2018
Venkata Yaswanth Raparti, Sudeep Pasricha: DAPPER: Data Aware Approximate NoC for GPGPU Architectures. the 12th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2018): 7:1-7:8, Torino, Italy, October 4-5, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun: A Comprehensive Memory Analysis of Data Intensive Workloads on Server Class Architecture. the International Symposium on Memory Systems (MEMSYS 2018): 19-30, Old Town Alexandria, VA, USA, October 1-4, 2018
Houssam Abbas, Indranil Saha, Yasser Shoukry, Rüdiger Ehlers, Georgios Fainekos, Rajesh Gupta, Rupak Majumdar, Dogan Ulus: Embedded Software for Robotics: Challenges and Future Directions: Special Session. the International Conference on Embedded Software (EMSOFT) 2018: 10, Torino, Italy, September 30 – October 5, 2018
Ferdinand Brasser, Lucas Davi, Abhijitt Dhavlle, Tommaso Frassetto, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Ahmad-Reza Sadeghi, Avesta Sasan, Hossein Sayadi, Shaza Zeitouni, Houman Homayoun: Advances and Throwbacks in Hardware-Assisted Security: Special Session. the International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES 2018): 15:1-15:10, Torino, Italy, September 30 – October 05, 2018
Iman Azimi, Janne Takalo-Mattila, Arman Anzanpour, Amir M. Rahmani, Juha-Pekka Soininen, Pasi Liljeberg: Empowering Healthcare IoT Systems with Hierarchical Edge-Based Deep Learning. the Third IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE 2018): 63-68, Washington, DC, USA, September 26-28, 2018
Olugbenga Oti, Iman Azimi, Arman Anzanpour, Amir M. Rahmani, Anna Axelin, Pasi Liljeberg: IoT-Based Healthcare System for Real-Time Maternal Stress Monitoring. the Third IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE 2018): 57-62, Washington, DC, USA, September 26-28, 2018
Congmiao Li, Jean-Luc Gaudiot: Online Detection of Spectre Attacks Using Microarchitectural Traces from Performance Counters. the 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2018): 25-28, Lyon, France, September 24-27, 2018
Zhongqi Cheng, Tim Schmidt, Rainer Dömer: SystemC Coding Guideline for Faster Out-of-order Parallel Discrete Event Simulation. the 21st Forum on Specification & Design Languages (FDL 2018): 5-16, Garching, Germany, September 10-12, 2018
Julian Lettner, Dokyung Song, Taemin Park, Per Larsen, Stijn Volckaert, Michael Franz: PartiSan: Fast and Flexible Sanitization via Run-Time Partitioning. The Research in Attacks, Intrusions, and Defenses – 21st International Symposium (RAID 2018): 403-422, Heraklion, Crete, Greece, September 10-12, 2018
Brian Belleville, Hyungon Moon, Jangseop Shin, Dongil Hwang, Joseph M. Nash, Seonhwa Jung, Yeoul Na, Stijn Volckaert, Per Larsen, Yunheung Paek, Michael Franz: Hardware Assisted Randomization of Data. the Research in Attacks, Intrusions, and Defenses – 21st International Symposium (RAID 2018): 337-358, Heraklion, Crete, Greece, September 10-12, 2018
Ang Li, Christos Masouros, A. Lee Swindlehurst: 1-Bit Massive MIMO Downlink Based on Constructive Interference. the 26th European Signal Processing Conference (EUSIPCO 2018): 927-931, Roma, Italy, September 3-7, 2018
Kiran S. Balagani, Mauro Conti, Paolo Gasti, Martin Georgiev, Tristan Gurtler, Daniele Lain, Charissa Miller, Kendall Molas, Nikita Samarin, Eugen Saraci, Gene Tsudik, Lynn Wu: SILK-TV: Secret Information Leakage from Keystroke Timing Videos. the Computer Security – 23rd European Symposium on Research in Computer Security (ESORICS (1)) 2018: 263-280, Barcelona, Spain, September 3-7, 2018
Seyyed Ahmad Razavi, Eli Bozorgzadeh, Kanghee Kim, Solmaz S. Kia: Resource-Aware Decentralization of a UKF-Based Cooperative Localization for Networked Mobile Robots. the 21st Euromicro Conference on Digital System Design (DSD 2018): 296-303, Prague, Czech Republic, August 29-31, 2018
Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Trends in On-Chip Dynamic Resource Management. the 21st Euromicro Conference on Digital System Design (DSD 2018): 62-69, Prague, Czech Republic, August 29-31, 2018
Davit Hovhannisyan, Ahmed M. Eltawil, Mohammad Abdullah Al Faruque, Fadi J. Kurdahi: Circuit Inspired Modeling Method for Irrigation. the 21st Euromicro Conference on Digital System Design (DSD 2018): 328-335, Czech Republic, August 29-31, 2018
Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Trends in On-Chip Dynamic Resource Management. the 21st Euromicro Conference on Digital System Design (DSD 2018): 62-69, Prague, Czech Republic, August 29-31, 2018
Saeed Mirzamohammadi, Ardalan Amiri Sani: The Case for a Virtualization-Based Trusted Execution Environment in Mobile Devices. the 9th Asia-Pacific Workshop on Systems (APSys 2018): 2:1-2:8 Jeju Island, Republic of Korea, August 27-28, 2018
Seyed Mohammadjavad Seyed Talebi, Hamid Tavakoli, Hang Zhang, Zheng Zhang, Ardalan Amiri Sani, Zhiyun Qian: Charm: Facilitating Dynamic Analysis of Device Drivers of Mobile Systems. the 27th USENIX Security Symposium (USENIX Security 2018), 291-307, Baltimore, MD, USA, August 15-17, 2018
Baojun Liu, Chaoyi Lu, Hai-Xin Duan, Ying Liu, Zhou Li, Shuang Hao, Min Yang: Who Is Answering My Queries: Understanding and Characterizing Interception of the DNS Resolution Path. the 27th USENIX Security Symposium (USENIX Security 2018): 1113-1128, Baltimore, MD, USA, August 15-17, 2018
Ke Tian, Zhou Li, Kevin D. Bowers, Danfeng (Daphne) Yao: FrameHanger: Evaluating and Classifying Iframe Injection at Large Scale. the Security and Privacy in Communication Networks – 14th International Conference (SecureComm (2) 2018): 311-331, Singapore, August 8-10, 2018
Shuaike Dong, Menghao Li, Wenrui Diao, Xiangyu Liu, Jian Liu, Zhou Li, Fenghao Xu, Kai Chen, Xiaofeng Wang, Kehuan Zhang: Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild. the Security and Privacy in Communication Networks – 14th International Conference (SecureComm (1) 2018): 172-192, Singapore, August 8-10, 2018
David Eppstein, Michael T. Goodrich, Jordan Jorgensen, Manuel R. Torres: Geometric Fingerprint Recognition via Oriented Point-Set Pattern Matching. the 30th Canadian Conference on Computational Geometry, (CCCG 2018): 98-113, University of Manitoba, Winnipeg, Manitoba, Canada. 2018, August 8-10, 2018
Michael T. Goodrich, Timothy Johnson: Low Ply Drawings of Trees and 2-Trees. the 30th Canadian Conference on Computational Geometry, (CCCG 2018): 2-10, University of Manitoba, Winnipeg, Manitoba, Canada. 2018, August 8-10, 2018
Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun: Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. the 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications / 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE 2018): 1685-1688, New York, NY, USA, August 1-3, 2018
Jie Tang, Shaoshan Liu, Songwen Pei, Stéphane Zuckerman, Chen Liu, Weisong Shi, Jean-Luc Gaudiot: Teaching Autonomous Driving Using a Modular and Integrated Approach. the IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC 2018): 361-366, Tokyo, Japan, 23-27 July 2018
Cheng-Ting Lee, Yun-Hao Liang, Pai H. Chou, Ali Heydari Gorji, Seyede Mahya Safavi, Wen-Chan Shih, Wen-Tsuen Chen: EcoMicro: A Miniature Self-Powered Inertial Sensor Node Based on Bluetooth Low Energy. the International Symposium on Low Power Electronics and Design, (ISLPED 2018): 30:1-30:6, Seattle, WA, USA, July 23-25, 2018
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing: GAS: A Heterogeneous Memory Architecture for Graph Processing. the International Symposium on Low Power Electronics and Design (ISLPED 2018): 27:1-27:6, Seattle, WA, USA, July 23-25, 2018
Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing: RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing. the International Symposium on Low Power Electronics and Design (ISLPED 2018): 12:1-12:6, Seattle, WA, USA, July 23-25, 2018
Jeffrey Lim, Po T. Wang, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Susan J. Shaw, Michelle Armacost, Hui Gong, Charles Y. Liu, Payam Heydari, An H. Do, Zoran Nenadic: Characterization of Stimulation Artifact Behavior in Simultaneous Electrocorticography Grid Stimulation and Recording. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 4748-4751, Honolulu, HI, USA, July 18-21, 2018
Tracie Tran, Po T. Wang, Brian Lee, Charles Y. Liu, Evgeniy I. Kreydin, Zoran Nenadic, An H. Do: Electrocorticographic Activity of the Brain During Micturition. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 3622-3625, Honolulu, HI, USA, July 18-21, 2018
Po T. Wang, Colin M. McCrimmon, Payam Heydari, An H. Do, Zoran Nenadic: Subspace-Based Suppression of Cortical Stimulation Artifacts. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 2426-2429, Honolulu, HI, USA, July 18-21, 2018
Yung-Chih Su, Shun-Chi Wu, Chien Chen, Chen-Wei Chou, Sheng-Che Hung, A. Lee Swindlehurst, Shang-Yeong Kwan: Sample Entropy of High Frequency Oscillations for Epileptogenic Zone Localization. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 1-4, Honolulu, HI, USA, July 18-21, 2018
Fabíola Gonçalves C. Ribeiro, Achim Rettberg, Carlos Eduardo Pereira, Charles Steinmetz, Michel S. Soares: Model-Based Design Methodology for Early Evaluation of Real-Time and Embedded Constraints. the 16th IEEE International Conference on Industrial Informatics (INDIN 2018): 875-881, Porto, Portugal, July 18-20, 2018
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi: Minimal Disturbed Bits in Writing Resistive Crossbar Memories. the 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 98-100, Athens, Greece, July 17-19, 2018
Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Overcoming Crossbar Nonidealities in Binary Neural Networks Through Learning. 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 31-33, Athens, Greece, July 17-19, 2018
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi: Minimal Disturbed Bits in Writing Resistive Crossbar Memories. the 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 98-100, Athens, Greece, July 17-19, 2018
Mohaned Qunaibit, Stefan Brunthaler, Yeoul Na, Stijn Volckaert, Michael Franz: Accelerating Dynamically-Typed Languages on Heterogeneous Platforms Using Guards Optimization. the 32nd European Conference on Object-Oriented Programming (ECOOP 2018): 16:1-16:29, Amsterdam, The Netherlands, July 16-21, 2018
Tiago Mück, Antônio Augusto Fröhlich, Giovani Gracioli, Amir M. Rahmani, João Gabriel Reis, Nikil D. Dutt: CHIPS-AHOy: A Predictable Holistic Cyber-physical Hypervisor for MPSoCs. the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2018): 73-80, Pythagorion, Greece, July 15-19, 2018
Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun: Architectural Considerations for FPGA Acceleration of Machine Learning Applications in MapReduce. the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2018): 89-96, Pythagorion, Greece, July 15-19, 2018
Zahraa Marafie, Kwei-Jay Lin, Yanlong Zhai, Jing Li: ProActive Fintech: Using Intelligent IoT to Deliver Positive InsurTech Feedback. the 20th IEEE Conference on Business Informatics (CBI (2) 2018): 72-8, Vienna, Austria, July 11-14, 2018
Hamid Mirzaei, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone: Link-Based Parameterized Micro-Tolling Scheme for Optimal Traffic Management. the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2018): 2013-2015, Stockholm, Sweden, July 10-15, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun: Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. the 29th IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP 2018): 1-8, Milano, Italy, July 10-12, 2018
Gill Barequet, David Eppstein, Michael T. Goodrich, Nil Mamano: Stable-Matching Voronoi Diagrams: Combinatorial Complexity and Algorithms. the 45th International Colloquium on Automata, Languages, and Programming (ICALP 2018): 89:1-89:14, Prague, Czech Republic, July 9-13, 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Optimally Sorting Evolving Data. the 45th International Colloquium on Automata, Languages, and Programming (ICALP 2018): 81:1-81:13, Prague, Czech Republic, July 9-13, 2018
Brvan Donvanavard, Amir Mahdi Hosseini Monazzah, Nikil D. Dutt, Tiago Mück: Exploring Hybrid Memory Caches in Chip Multiprocessors. the13th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip (ReCoSoC 2018): 1-8, Lille, France, July 9-11, 2018
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Ting-Shuo Chou, Hirak J. Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018.
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Ting-Shuo Chou, Hirak J. Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018.
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan: LUT-Lock: A Novel LUT-Based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. the 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2018): 405-410, Hong Kong, China, July 8-11, 2018
Md. Yusuf Sarwar Uddin, Nalini Venkatasubramanian: Edge Caching for Enriched Notifications Delivery in Big Active Data. the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018): 696-705, Vienna, Austria, July 2-6, 2018
Gill Barequet, Minati De, Michael T. Goodrich: Computing Convex-Straight-Skeleton Voronoi Diagrams for Segments and Convex Polygons. the Computing and Combinatorics – 24th International Conference (COCOON 2018): 130-142, Qing Dao, China, July 2-4, 2018
Shervin Roshanisefat, Harshith K. Thirumala, Kris Gaj, Houman Homayoun, Avesta Sasan: Benchmarking the Capabilities and Limitations of SAT Solvers in Defeating Obfuscation Schemes. the 24th IEEE International Symposium on On-Line Testing And Robust System Design (IOLTS 2018): 275-280, Platja D’Aro, Spain, July 2-4, 2018
Tyler Kaczmarek, Ercan Ozturk, Gene Tsudik: Assentication: User De-Authentication and Lunchtime Attack Mitigation with Seated Posture Biometric. the Applied Cryptography and Network Security – 16th International Conference (ACNS 2018): 616-633, Leuven, Belgium, July 2-4, 2018
Ivan Oliveira Nunes, Gene Tsudik: KRB-CCN: Lightweight Authentication and Access Control for Private Content-Centric Networks. the Applied Cryptography and Network Security – 16th International Conference (ACNS 2018): 598-615, Leuven, Belgium, July 2-4, 2018
Taemin Park, Julian Lettner, Yeoul Na, Stijn Volckaert, Michael Franz: Bytecode Corruption Attacks Are Real – And How to Defend Against Them. the Detection of Intrusions and Malware, and Vulnerability Assessment – 15th International Conference (DIMVA 2018): 326-348, Saclay, France, June 28-29, 2018
Giordano Da Lozzo, David Eppstein, Michael T. Goodrich, Siddharth Gupta: Subexponential-Time and FPT Algorithms for Embedded Flat Clustered Planarity. the Graph-Theoretic Concepts in Computer Science – 44th International Workshop (WG 2018): 111-124, Cottbus, Germany, June 27-29, 2018
Hossein Sayadi, Nisarg Patel, Sai Manoj P. D, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: a Comprehensive Analysis and Classification. the 55th Annual Design Automation Conference (DAC 2018): 1:1-1:6, San Francisco, CA, June 24–29, 2018
Venkata Yaswanth Raparti, Sudeep Pasricha: PARM: power supply noise aware resource management for NoC based multicore systems in the dark silicon era. the 55th Annual Design Automation Conference (DAC 2018): 62:1-62:6, San Francisco, CA, June 24–29, 2018
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Varun Bhat, Sudeep Pasricha: SOTERIA: exploiting process variations to enhance hardware security with photonic NoC architectures. the 55th Annual Design Automation Conference (DAC 2018): 81:1-81:6, San Francisco, CA, June 24–29, 2018
Anil Kanduri, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Cristiana Bolchini, Nikil D. Dutt:
Approximation-aware coordinated power/performance management for heterogeneous multi-cores. the 55th Annual Design Automation Conference (DAC 2018): 68:1-68:6, San Francisco, CA, June 24-29, 2018
Xavier Carpent, Karim Eldefrawy, Norrathep Rattanavipanon, Ahmad-Reza Sadeghi, Gene Tsudik: Reconciling remote attestation and safety-critical operation on simple IoT devices.. the 55th Annual Design Automation Conference (DAC 2018): 90:1-90:6, San Francisco, CA, June 24–29, 2018
Vahideh Akhlaghi, Sicun Gao, Rajesh K. Gupta:LEMAX: Learning-based Energy Consumption Minimization in Approximate Computing with Quality Guarantee.the 55th Annual Design Automation Conference (DAC 2018): 161:1-161:6, San Francisco, June 24–29, 2018
Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta:
Mitigating Multi-tenant Interference in Continuous Mobile Offloading.11th International Conference (CLOUD 2018): 20-36, Seattle, WA, June 25-30, 2018
Cheng Cai, Qirun Zhang, Zhiqiang Zuo, Khanh Nguyen, Guoqing Harry Xu, Zhendong Su:
Calling-to-reference context translation via constraint-guided CFL-reachability. 39th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2018): 196-210, Philadelphia, PA, USA, June 18-22, 2018.
Sajjad Taheri, Alexander Vedienbaum, Alexandru Nicolau, Ningxin Hu, Mohammad R. Haghighat:
js: computer vision processing for the open web platform. 9th ACM Multimedia Systems Conference (MMSys 2018): 478-483, Amsterdam, The Netherlands, June 12-15, 2018
Vittorio Cozzolino, Aaron Yi Ding, Ardalan Amiri Sani, Richard Mortier, Dirk Kutscher, Jörg Ott:
Empowering Cyber-Physical Systems with FADEX.16th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2018): 537, Munich, Germany, June 10-15, 2018
Zoheb Shaikh, Sabur Baidya, Marco Levorato: Robust Multi-Path Communications for UAVs in the Urban IoT. 2018 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops 2018): 29-33, Hong Kong, China, June 11, 2018
Michael T. Goodrich: Isogrammic-Fusion ORAM: Improved Statistically Secure Privacy-Preserving Cloud Data Access for Thin Clients.13th Asia Conference on Computer and Communications Security (AsiaCCS 2018): 699-706, Incheon, Korea, June 4 – 8, 2018
Xavier Carpent, Karim Eldefrawy, Norrathep Rattanavipanon, Gene Tsudik: Temporal Consistency of Integrity-Ensuring Computations and Applications to Embedded Systems Security. 13th Asia Conference on Computer and Communications Security (AsiaCCS 2018): 313-327, Incheon, Korea, June 4-8, 2018
Vahideh Akhlaghi, Amir Yazdanbakhsh, Kambiz Samadi, Rajesh K. Gupta, Hadi Esmaeilzadeh:
SnaPEA: Predictive Early Activation for Reducing Computation in Deep Convolutional Neural Networks. 45th ACM/IEEE Annual International Symposium on Computer Architecture (ISCA 2018): 662-673, Los Angeles, June 1-6, 2018
Ayush Mittal, Saideep Tiku, Sudeep Pasricha: Adapting Convolutional Neural Networks for Indoor Localization with Smart Mobile Devices.ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 117-122, Chicago, IL, May 23 – 25, 2018
Sudeep Pasricha, Sai Vineel Reddy Chittamuru, Ishan G. Thakkar: Cross-Layer Thermal Reliability Management in Silicon Photonic Networks-on-Chip.ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 317-322, Chicago, IL, May 23 – 25, 2018
Nikil Dutt: Self-Awareness for Heterogeneous MPSoCs: A Case Study using Adaptive, Reflective Middleware. ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 3, Chicago, IL, May 23-25, 2018
Alexey L. Lastovetsky, Sudeep Pasricha: Introduction to HCW 2018. 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPS Workshops 2018):1, Vancouver, BC, Canada, May 21-25, 2018.
Anna V. Guglielmi, Marco Levorato, Leonardo Badia: A Bayesian Game Theoretic Approach to Task Offloading in Edge and Cloud Computing. 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018:1-6, Kansas City, MO, USA, May 20-24, 2018.
Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun:
Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. 15th ACM International Conference on Computing Frontiers (CF 2018): 212-215, Ischia, Italy, May 8-10, 2018
Hosein Mohammadi Makrani, Setareh Rafatirad, Amir Houmansadr, Houman Homayoun:
Main-Memory Requirements of Big Data Applications on Commodity Server Platform.18th IEEE/ACM International Symposium on Cluster, Cloud and Grid (CCGrid 2018): 653-660, Washington, DC, May 1–4, 2018
Sabur Baidya, Yan Chen, Marco Levorato: eBPF-based content and computation-aware communication for real-time edge computing. IEEE Conference on Computer Communications Workshops (INFOCOM Workshops 2018): 865-870, Honolulu, HI, April 15-19, 2018
Xavier Carpent, Norrathep Rattanavipanon, Gene Tsudik: Remote attestation of IoT devices via SMARM: Shuffled measurements against roving malware.IEEE International Symposium on Hardware Oriented Security and Trust (HOST 2018): 9-16, April 30 – May 4, 2018
Payam Heydari: Millimeter-wave frequency generation and synthesis in Silicon. IEEE Custom Integrated Circuits Conference (CICC 2018):1-49, San Diego, CA, April 8-11, 2018
Mao-Cheng Lee, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Po T. Wang, Zoran Nenadic, An H. Do, Payam Heydari: A CMOS inductorless MedRadio OOK Transceiver with a 42 μW Event-driven Supply-Modulated RX and a 14% Efficiency TX for Medical Implants.IEEE Custom Integrated Circuits Conference (CICC 2018): 1-4, San Diego, CA, April 8–11, 2018
Hossein Mohammadnezhad, Razieh Abedi, Amir Esmaili, Payam Heydari: A 64-67GHz Partially-overlapped Phase-amplitude-controlled 4-element Beamforming-MIMO Receiver.IEEE Custom Integrated Circuits Conference (CICC 2018): 1-4, San Diego, CA, April 8–11, 2018
Jeffrey L. Krichmar, Ting-Shuo Chou: A Tactile Robot for Developmental Disorder Therapy.The Technology, Mind and Soceity Conference (APAScience 2018): 20:1-20:6, Washington, DC, April 5 – 7, 2018
Sudeep Pasricha, Davide Bertozzi, Hui Li: Special session on overcoming reliability and energy-efficiency challenges with silicon photonics for future manycore computing.VTS 2018: 1, April 22 –25, 2018
David Eppstein, Michael T. Goodrich, Nil Mamano: Reactive Proximity Data Structures for Graphs.the 13th Latin American Symposium (LATIN 2018): 777-789, Buenos Aires, Argentina, April 16 – 19, 2018
Zhihao Yao, Zongheng Ma, Yingtong Liu, Ardalan Amiri Sani, Aparna Chandramowlishwaran:
Sugar: Secure GPU Acceleration in Web Browsers. 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 519-534, Williamsburg, VA, March 24-28, 2018
Amir M. Rahmani, Bryan Donyanavard, Tiago Müch, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt, “SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management”, 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 169-183, Williamsburg, VA, March 24-28, 2018
Khanh Nguyen, Lu Fang, Christian Navasca, Guoqing (Harry) Xu, Brian Demsky, Shan Lu,“Skyway: Connecting Managed Heaps in Distributed Big Data Systems”, 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 56-69, Williamsburg, VA, March 24-28, 2018,
Murad Murad, Ahmed M. Eltawil:Collision Tolerance and Throughput Gain in Full-Duplex IEEE 802.11 DCF. 2018 IEEE International Conference on Communications (ICC 2018): 1-6, Kansas City, MO, May 20-24, 2018
Armin Sadighi, Bryan Donyanavard, Thawra Kadeed, Kasra Moazzemi, Tiago Mück, Ahmed Nassar, Amir M. Rahmani, Thomas Wild, Nikil D. Dutt, Rolf Ernst, Andreas Herkersdorf, Fadi J. Kurdahi:
Design methodologies for enabling self-awareness in autonomous systems. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 1532-1537, Dresden, Germany, March 19-23, 2018
Xun Jiao, Vahideh Akhlaghi, Yu Jiang, Rajesh K. Gupta: Energy-efficient neural networks using approximate computation reuse. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 1223-1228, Dresden, Germany, March 19-23, 2018
Xavier Carpent, Gene Tsudik, Norrathep Rattanavipanon: ERASMUS: Efficient remote attestation via self-measurement for unattended settings. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018):1191-1194, Dresden, Germany, March 19-23, 2018
Bryan Donyanavard, Amir M. Rahmani, Tiago Mück, Kasra Moazemmi, Nikil D. Dutt:
Gain scheduled control for nonlinear power management in CMPs. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 921-924, Dresden, Germany, March 19-23. 2018
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan: ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 551-556, Dresden, Germany, March 19-23, 2018
Tim Schmidt, Zhongqi Cheng, Rainer Dömer, “Port call path sensitive conflict analysis for instance-aware parallel SystemC simulation”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 349-354, Dresden, Germany, March 19-23, 2018
Mohamed Ayoub Neggaz, Hasan Erdem Yantir, Smaïl Niar, Ahmed M. Eltawil, Fadi J. Kurdahi, “Rapid in-memory matrix multiplication using associative processor”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 985-990, Dresden, Germany, March 19-23, 2018
Ahmad Albaqsami, Maryam S. Hosseini, Nader Bagherzadeh, “HTF-MPR: A heterogeneous TensorFlow mapper targeting performance using genetic algorithms and gradient boosting regressors”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 331-336, Dresden, Germany, March 19-23, 2018
Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing: Hierarchical hyperdimensional computing for energy efficient classification.2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 108:1-108:6, Dresden, Germany, March 19–23, 2018
Axel Jantsch, Arman Anzanpour, Hedyeh A. Kholerdi, Iman Azimi, Lydia C. Siafara, Amir M. Rahmani, Nima Taherinejad, Pasi Liljeberg, Nikil D. Dutt: Hierarchical dynamic goal management for IoT systems. 19th International Symposium on Quality Electronic Design (ISQED 2018): 370-375, Santa Clara, CA, March 13-14, 2018
Manish Gupta, Vilas Sridharan, David Roberts, Andreas Prodromou, Ashish Venkat, Dean M. Tullsen, Rajesh K. Gupta: Reliability-Aware Data Placement for Heterogeneous Memory Architecture. HPCA 2018: 583-595, Vienna, Austria, February 24-28, 2018
Alex D. Edgcomb, Frank Vahid: Interactive, Language-neutral Flowcharts and Pseudocode for Teaching Core CS0/1 Programming Concepts: (Abstract Only). SIGCSE 2018: 1102, February 21-24, 2018
Nabeel Alzahrani, Frank Vahid, Alex D. Edgcomb, Kevin Nguyen, Roman Lysecky, “Python Versus C++: An Analysis of Student Struggle on Small Coding Exercises in Introductory Programming Courses”, SIGCSE 2018: 86-91, February 21-24, 2018
Roman Lysecky, Frank Vahid: Teaching Students a Systematic Approach to Debugging: (Abstract Only). SIGCSE 2018: 1104, February 21-24, 2018
Tianrui Peng, Ian G. Harris, Yuki Sawa: Detecting Phishing Attacks Using Natural Language Processing and Machine Learning. 2th IEEE International Conference on Semantic Computing (ICSC 2018): 300-301, Laguna Hills, CA, January 31 – February 2, 2018
Hossein Sayadi, Divya Pathak, Ioannis Savidis, Houman Homayoun: Power conversion efficiency-aware mapping of multithreaded applications on heterogeneous architectures: A comprehensive parameter tuning. 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 70-75, Jeju, Korea, January 22-25, 2018
Min Soo Kim, Alberto A. Del Barrio, Román Hermida, Nader Bagherzadeh, “Low-power implementation of Mitchell’s approximate logarithmic multiplication for convolutional neural networks”, 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 617-622, , Jeju, Korea, January 22-25, 2018
Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing, “CANNA: Neural network acceleration using configurable approximation on GPGPU”, 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 682-689, Jeju, Korea, January 22-25, 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Quadratic Time Algorithms Appear to be Optimal for Sorting Evolving Data. The 12th Workshop on Algorithm Engineering and Experiments (ALENEX 2018): 87-96, New Orleans, LA, January 7-8, 2018
Sudeep Pasricha: Overcoming Energy and Reliability Challenges for IoT and Mobile Devices with Data Analytics. 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems (VLSID 2018):238-243, Pune, India, January 6-10, 2018.
Hamid Mirzaei Buini, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone, “Enhanced Delta-tolling: Traffic Optimization via Policy Gradient Reinforcement Learning. International Symposium on Artificial Intelligence and Mathematics (ISAIM 2018), Fort Lauderdale, Florida, USA, January 3-5, 2018