Table of Contents

• Towards Out-of-core Neural Networks on MicrocontrollersHongyu Miao 0002, Felix Xiaozhu Lin. 1-13 [doi]
• Learn to Learn on Chip: Hardware-aware Meta-learning for Quantized Few-shot Learning at the EdgeNitish Satya Murthy, Peter Vrancx, Nathan Laubeuf, Peter Debacker, Francky Catthoor, Marian Verhelst. 14-25 [doi]
• ClairvoyantEdge: Prescient Prefetching of On-demand Video at the Edge of the NetworkManasvini Sethuraman, Anirudh Sarma, Adwait Bauskar, Ashutosh Dhekne, Umakishore Ramachandran. 26-39 [doi]
• Shepherd: Seamless Stream Processing on the EdgeBrian Ramprasad, Pritish Mishra, Myles Thiessen, hongkai Chen, Alexandre Da Silva Veith, Moshe Gabel, Oana Balmau, Abelard Chow, Eyal de Lara. 40-53 [doi]
• FLiCR: A Fast and Lightweight LiDAR Point Cloud Compression Based on Lossy RIJin Heo, Christopher Phillips, Ada Gavrilovska. 54-67 [doi]
• MARbLE: Multi-Agent Reinforcement Learning at the Edge for Digital AgricultureJayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, Christopher Stewart. 68-81 [doi]
• NexusEdge: Leveraging IoT Gateways for a Decentralized Edge Computing PlatformNabeel Nasir, Victor Ariel Leal Sobral, Li-Pang Huang, Bradford Campbell. 82-95 [doi]
• Time Minimization in Hierarchical Federated LearningChang Liu, Terence Jie Chua, Jun Zhao. 96-106 [doi]
• Characterizing Variability in Heterogeneous Edge Systems: A Methodology & Case StudyHazem A. Abdelhafez, Hassan Halawa, Amr Almoallim, Amirhossein Ahmadi, Karthik Pattabiraman, Matei Ripeanu. 107-121 [doi]
• BumbleBee: Application-aware adaptation for edge-cloud orchestrationHyunjong Lee, Shadi A. Noghabi, Brian Noble, Matthew Furlong, Landon P. Cox. 122-135 [doi]
• BigMEC: Scalable Service Migration for Mobile Edge ComputingFlorian Brandherm, Julien Gedeon, Osama Abboud, Max Mühlhäuser. 136-148 [doi]
• ENTS: An Edge-native Task Scheduling System for Collaborative Edge ComputingMingjin Zhang, Jiannong Cao 0001, Lei Yang 0024, Liang Zhang, Yuvraj Sahni, Shan Jiang 0005. 149-161 [doi]
• Gemini: a Real-time Video Analytics System with Dual Computing Resource ControlRui Lu, Chuang Hu, Dan Wang 0002, Jin Zhang. 162-174 [doi]
• Preva: Protecting Inference Privacy through Policy-based Video-frame TransformationRui Lu, Siping Shi, Dan Wang 0002, Chuang Hu, Bihai Zhang. 175-188 [doi]
• Rev: A Video Engine for Object Re-identification at the City ScaleTiantu Xu, Kaiwen Shen, Yang Fu, Humphrey Shi, Felix Xiaozhu Lin. 189-202 [doi]
• Exact Memory- and Communication-aware Scheduling of DNNs on Pipelined Edge TPUsJiaqi Yin, Zhiru Zhang, Cunxi Yu. 203-215 [doi]
• Position Paper: Renovating Edge Servers with ARM SoCsMengwei Xu, Li Zhang, Shangguang Wang. 216-223 [doi]
• Security Analysis of Docker Containers for ARM ArchitectureMd. Sadun Haq, Ali Saman Tosun, Turgay Korkmaz. 224-236 [doi]
• ShapeShifter: Resolving the Hidden Latency Contention Problem in MECValentin Rakovic, Ke-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska, Liljana Gavrilovska. 237-251 [doi]
• MicroSplit: Efficient Splitting of Microservices on Edge CloudsAli Rahmanian, Ahmed Ali-Eldin, Björn Skubic, Erik Elmroth. 252-264 [doi]
• Opportunities for Optimizing the Container RuntimeAdam Hall, Umakishore Ramachandran. 265-276 [doi]
• Poster: Distracted Driving ManagementSeyhan Ucar, Hao Yang 0025, Kentaro Oguchi 0001. 277-278 [doi]
• Demo: Nearby Aggressive Driving DetectionTomohiro Matsuda, Seyhan Ucar, Yongkang Liu, Emrah Akin Sisbot, Kentaro Oguchi 0001. 279-280 [doi]
• Poster: Enabling High-Fidelity and Real-Time Mobility Digital Twin with Edge ComputingYueyang Liu, Haoxin Wang, Zhipeng Cai, Dawei Chen, Kyungtae Han. 281-283 [doi]
• Poster: Blockchain-Enabled Federated Edge Learning for Big Data Quality AssessmentYalong Wu, Kewei Sha, Kwok-bun Yue. 284-285 [doi]
• Poster: Edge Computing for Deep Learning-based Sensor Multi-Target DetectionAlperen Kalay, Alparslan Fisne. 286-288 [doi]
• Demo: Human-Computable One-Time PasswordsSlawomir Matelski. 289-290 [doi]
• Poster: Ensemble Federated Edge Learning for Recommender SystemsHui Sun 0002, Yiru Chen, Kewei Sha, Yalong Wu. 291-292 [doi]
• Poster: Making Edge-assisted LiDAR Perceptions Robust to Lossy Point Cloud CompressionJin Heo, Gregoire Phillips, Per-Erik Brodin, Ada Gavrilovska. 293-295 [doi]
• Poster: Fine-grained Control Plane Container Profiler for MECKe-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska. 296-298 [doi]
• Poster: Autonomous mobile robot for indoor enhanced livingPrabhjot Kaur, Weisong Shi. 299-301 [doi]
• Poster: EdgeShell - A language for composing edge applicationsKumseok Jung, Julien Gascon-Samson, Karthik Pattabiraman. 302-304 [doi]
• Poster: Towards Efficient Multilayer Collaboration for CAV ApplicationsSidi Lu, Weisong Shi. 305-306 [doi]
• Poster: Scalable Quantum Convolutional Neural Networks for Edge ComputingJindi Wu, Qun Li. 307-309 [doi]
• Demo: A Multi-Perspective Video Streaming System with Privacy Preservation in Trauma RoomZhengyong Ren, Yuxin Yang, Kambiz Ghazinour, Sara Bayramzadeh, Qiang Guan. 310-312 [doi]
• Poster: Reliable On-Ramp Merging via Multimodal Reinforcement LearningGaurav Bagwe, Jian Li, Xiaoheng Deng, Xiaoyong Yuan, Lan Zhang 0005. 313-315 [doi]
• Poster: SlideCNN: Deep Learning for Auditory Spatial Scenes with Limited Annotated DataWenkai Li, Theo Gueuret, Beiyu Lin. 316-317 [doi]
• Poster: Imitation Learning for Hearing Loss Detection with Cortical Speech-Evoked ResponsesCicelia Siu, Beiyu Lin. 318-319 [doi]
• Poster: Unsupervised Learning for Extreme Space Weather Detection based on SpectrogramsLouis Barbier, Beiyu Lin. 320-321 [doi]
• Energy-Optimal Sampling for Edge Computing Feedback Systems: Aperiodic CaseVishnu Narayanan Moothedath. 322-328 [doi]
• ML-ACE: Machine Learning Admission Control at the EdgeJosh Minor. 329-335 [doi]
• Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical EvaluationAlessio Mora, Davide Fantini, Paolo Bellavista. 336-341 [doi]
• Bias Detection and Generalization in AI Algorithms on Edge for Autonomous DrivingDewant Katare, Nicolas Kourtellis, Souneil Park, Diego Perino, Marijn Janssen 0001, Aaron Yi Ding. 342-348 [doi]
• Energy-aware Edge Federated Learning for Enhanced Reliability and SustainabilityMatteo Mendula, Paolo Bellavista. 349-354 [doi]
• Quantum Text Encoding for Classification TasksAaranya Alexander, Dominic Widdows. 355-361 [doi]
• Machine Learning based Discrimination for Excited State Promoted ReadoutUtkarsh Azad, Helena Zhang. 362-367 [doi]
• QuCNN: A Quantum Convolutional Neural Network with Entanglement Based BackpropagationSamuel Alexander Stein, Ying Mao, James A. Ang, Ang Li 0006. 368-374 [doi]
• Quantum-enhanced Regression Analysis Using State-of-the-art QLSAs and QIPMsMohammadhossein Mohammadisiahroudi, Zeguan Wu, Brandon Augustino, Tamás Terlaky, Arielle Carr. 375-380 [doi]
• Scaling Vehicle Routing Problem Solvers with QUBO-based Specialized HardwareHanjing Xu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh. 381-386 [doi]
• Quantum Persistent Homology for Time SeriesBernardo Ameneyro, George Siopsis, Vasileios Maroulas. 387-392 [doi]
• Milestones on the Quantum Utility HighwayCatherine C. McGeoch, Pau Farré. 393-399 [doi]
• Quantum Computing Methods for Supply Chain ManagementHansheng Jiang, Zuo-Jun Max Shen, Junyu Liu. 400-405 [doi]
• QuYBE - An Algebraic Compiler for Quantum Circuit CompressionSahil Gulania, Zichang He, Bo Peng, Niranjan Govind, Yuri Alexeev. 406-410 [doi]
• Congestion-free Multiflow Quantum Tree Network with Logarithmic OverheadHyeongrak Choi, Marc Grau Davis, Dirk R. Englund. 411-413 [doi]
• Multiangle QAOA Does Not Always Need All Its AnglesKaiyan Shi, Rebekah Herrman, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Jeffrey Larson 0001. 414-419 [doi]
• Classification With Unimodular Matrices In Hybrid ModelsDominic Pasquali. 420-425 [doi]
• Quantum Angle Generator for Image GenerationFlorian Rehm, Sofia Vallecorsa, Michele Grossi, Kerstin Borras, Dirk Krücker, Schnake Simon, Verney-Provatas Alexis-Harilaos. 425-429 [doi]
• Quantum Data Reduction with Application to Video ClassificationKostas Blekos, Dimitrios Kosmopoulos. 430-435 [doi]
• Efficient circuit implementation for coined quantum walks on binary trees and application to reinforcement learningThomas Mullor, David Vigouroux, Louis Béthune. 436-443 [doi]
• On Classifying Images using Quantum Image RepresentationAnkit Khandelwal, M. Girish Chandra, Sayantan Pramanik. 444-449 [doi]
• A Quantum-Classical Hybrid Method for Image Classification and SegmentationSayantan Pramanik, M. Girish Chandra, C. V. Sridhar, Aniket Kulkarni, Prabin Sahoo, Chethan D. V. Vishwa, Hrishikesh Sharma, Vidyut Navelkar, Sudhakara Poojary, Pranav Shah, Manoj Nambiar. 450-455 [doi]
• A quantum algorithm for syndrome decoding of classical error-correcting linear block codesMainak Bhattacharyya, Ankur Raina. 456-461 [doi]
• On Quantum-Enhanced LDPC Decoding for Rayleigh Fading ChannelsUtso Majumder, Aditya Das Sarma, Vishnu Vaidya, M. Girish Chandra. 462-467 [doi]
• Hybrid Quantum-Classical Autoencoders for End-to-End Radio CommunicationZsolt Tabi, Bence Bakó, Dániel Nagy, Péter Vaderna, Zsófia Kallus, Péter Hága, Zoltán Zimborás. 468-473 [doi]
• Secure KNN Set Similarity Search in Outsourced Cloud EnvironmentsLu Li, Xufeng Jiang, Ge Gao. 474-479 [doi]
• Research on Medical Data Storage and Sharing Model Based on BlockchainJian Zhao 0011, Wenqian Qiang, Zisong Zhao, Tianbo An, Zhejun Kuang, Dawei Xu, Lijuan Shi. 480-485 [doi]
• Privacy-Preserving Public Auditing for Shared Data in Mobile Cloud StorageXia'nan Zhao, Dongsheng Wang. 486-491 [doi]
• Accelerating Privacy-Preserving Image Retrieval with Multi-Index HashingJingnan Huang, Yuchuan Luo, Ming Xu 0002, Shaojing Fu, Kai Huang. 492-497 [doi]
• Discovering Onion Services Through Circuit Fingerprinting AttacksBin Huang, Yanhui Du. 498-503 [doi]
• E2EdgeAI: Energy-Efficient Edge Computing for Deployment of Vision-Based DNNs on Autonomous Tiny DronesMozhgan Navardi, Edward Humes, Tinoosh Mohsenin. 504-509 [doi]
• Privacy-Preserving and Secure Divide-and-Conquer LearningLewis CL Brown, Qinghua Li. 510-515 [doi]
• Improving the Quality of Inference for Applications using Chained DNN Models during Edge Server HandoverAlex Xie, Yang Peng. 516-520 [doi]
• Diagnosing Clinical Diseases using an Edge-Enabled Deep Learning TechnologyKang Jun Bai, Yang Yi. 521-525 [doi]
• Spiking Reservoir Computing for Temporal Edge Intelligence on LoihiRamashish Gaurav, Terrence C. Stewart, Yang Cindy Yi. 526-530 [doi]
• Towards Edge-enabled Distributed Computing Framework for Heterogeneous Android-based DevicesYongtao Yao, Bin Liu, Yiwei Zhao, Weisong Shi. 531-536 [doi]