Submissions from 2021
Porting deep neural networks on the edge via dynamic K-means compression: A case study of plant disease detection, Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Davide Giacalone, and Sajal K. Das
Online Data Analysis and Reduction: An Important Co-Design Motif for Extreme-Scale Computers, Ian Foster; Mark Ainsworth; Julie Bessac; Franck Cappello; Jong Choi; Sheng Di; Zichao Di; Ali M. Gok; Hanqi Guo; Xin Liang; and For full list of authors, see publisher's website.
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking, Hanqi Guo; David Lenz; Jiayi Xu; Xin Liang; Wenbin He; Iulian Grindeanu; and For full list of authors, see publisher's website.
A Holistic Approach to Power Efficiency in a Clock Offset based Intrusion Detection Systems for Controller Area Networks, Subir Halder, Mauro Conti, and Sajal K. Das
Netchain: A Blockchain-Enabled Privacy-Preserving Multi-Domain Network Slice Orchestration Architecture, Guobiao He, Wei Su, Shuai Gao, Ningchun Liu, and Sajal K. Das
DTC: A Dynamic Transaction Chopping Technique for Geo-Replicated Storage Services, Ning Huang, Lihui Wu, Weigang Wu, and Sajal K. Das
An Efficient Online Computation Offloading Approach for Large-Scale Mobile Edge Computing via Deep Reinforcement Learning, Zheyuan Hu, Jianwei Niu, Tao Ren, Bin Dai, Qingfeng Li, Mingliang Xu, and Sajal K. Das
EMOCOV: Machine Learning for Emotion Detection, Analysis and Visualization using COVID-19 Tweets, Md Yasin Kabir and Sanjay K. Madria
COVID-19 Tweets Analysis for Human Emotion Detection, Md Yasin Kabir and Sanjay Kumar Madria
A Semi-Supervised Self-Training Method to Develop Assistive Intelligence for Segmenting Multiclass Bridge Elements from Inspection Videos, Muhammad Monjurul Karim, Ruwen Qin, Genda Chen, and Zhaozheng Yin
Heuristic algorithms for co-scheduling of edge analytics and routes for UAV fleet missions, Aakash Khochare, Yogesh Simmhan, Francesco Betti Sorbelli, and Sajal K. Das
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles, Xiangjie Kong, Haoran Gao, Guojiang Shen, Gaohui Duan, and Sajal K. Das
Mobile Edge Cooperation Optimization for Wearable Internet of Things: A Network Representation-Based Framework, Xiangjie Kong, Shiqin Tong, Haoran Gao, Guojiang Shen, Kailai Wang, Mario Collotta, Ilsun You, and Sajal K. Das
An Energy Efficient Smart Metering System using Edge Computing in LoRa Network, Preti Kumari, Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta, and Sajal K. Das
Error-Controlled, Progressive, and Adaptable Retrieval of Scientific Data with Multilevel Decomposition, Xin Liang; Qian Gong; Jieyang Chen; Ben Whitney; and For full list of authors, see publisher's website.
MGARD+: Optimizing Multilevel Methods for Error-Bounded Scientific Data Reduction, Xin Liang; Ben Whitney; Jieyang Chen; Lipeng Wan; Qing Liu; Dingwen Tao; and For full list of authors, see publisher's website.
MComIoV: Secure and Energy-Efficient Message Communication Protocols for Internet of Vehicles, Trupil Limbasiya, Debasis Das, and Sajal K. Das
Resilient Error-Bounded Lossy Compressor for Data Transfer, Sihuan Li, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, and Franck Cappello
Your 'Attention' Deserves Attention: A Self-Diversified Multi-Channel Attention For Facial Action Analysis, Xiaotian Li, Zhihua Li, Huiyuan Yang, Geran Zhao, and Lijun Yin
Discriminative Pattern Mining for Runtime Security Enforcement of Cyber-Physical Point-Of-Care Medical Technology, Fred Love, Jennifer Leopold, Bruce M. McMillin, and Fei Su
Data-Free Evaluation of User Contributions in Federated Learning, Hongtao Lv, Zhenzhe Zheng, Tony Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, and Chengfei Lv
Optimal Confidence Sets for the Multinomial Parameter, Matthew L. Malloy, Ardhendu S. Tripathy, and Robert D. Nowak
A Predicament in Securing Blockchain Consensus via Controlling Cryptopuzzle Difficulty, V. Sriram Siddhardh Nadendla and Lav R. Varshney
Stable Matching based Resource Allocation for Service Provider's Revenue Maximization in 5G Networks, Ajay Pratap and Sajal K. Das
Maximizing Fairness for Resource Allocation in Heterogeneous 5G Networks, Ajay Pratap, Rajiv Misra, and Sajal K. Das
Visualization as a Service for Scientific Data, David Pugmire; James Kress; Jieyang Chen; Hank Childs; Jong Choi; Dmitry Ganyushin; Berk Geveci; Mark Kim; Scott Klasky; Xin Liang; and For full list of authors, see publisher's website.
BLAME: A Blockchain-Assisted Misbehavior Detection and Event Validation in VANETs, Ayan Roy and Sanjay Kumar Madria
Resilience Against Bad Mouthing Attacks in Mobile Crowdsensing Systems via Cyber Deception, Prithwiraj Roy, Shameek Bhattacharjee, Hussein Alsheakh, and Sajal K. Das
AgriSens: IoT-Based Dynamic Irrigation Scheduling System for Water Management of Irrigated Crops, Sanku Kumar Roy, Sudip Misra, Narendra Singh Raghuwanshi, and Sajal K. Das
BioMCS 2.0: A Distributed, Energy-Aware Fog-Based Framework for Data Forwarding in Mobile Crowdsensing, Satyaki Roy, Nirnay Ghosh, Preetam Ghosh, and Sajal K. Das
Influence Spread Control in Complex Networks via Removal of Feed Forward Loops, Satyaki Roy, Prithwiraj Roy, Venkata Sriram Siddhardh Nadendla, and Sajal K. Das
Influence Spread Control in Complex Networks via Removal of Feed Forward Loops, Satyaki Roy, Prithwiraj Roy, Venkata Sriram Siddhardh Nadendla, and Sajal K. Das
DLSense: Distributed Learning-Based Smart Virtual Sensing for Precision Agriculture, Rituparna Saha, Aishwariya Chakraborty, Sudip Misra, Sajal K. Das, and Chandranath Chatterjee
Precise Scheduling of Mixed-Criticality Tasks on Varying-Speed Multiprocessors, Tianning She, Sudharsan Vaidhun, Qijun Gu, Sajal Das, Zhishan Guo, and Kecheng Yang
Energy-Constrained Delivery of Goods with Drones under Varying Wind Conditions, Francesco Betti Sorbelli, Federico Coro, Sajal K. Das, and Cristina M. Pinotti
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics, Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch, and Gayla R. Olbricht
Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures, Jiannan Tian, Cody Rivera, Sheng Di, Jieyang Chen, Xin Liang, Dingwen Tao, and Franck Cappello
User-Centric Distributed Route Planning in Smart Cities based on Multi-Objective Optimization, Francis Tiausas, Jose Paolo Talusan, Yu Ishimaki, Hayato Yamana, Hirozumi Yamaguchi, Shameek Bhattacharjee, Abhishek Dubey, Keiichi Yasumoto, and Sajal K. Das
Development of a HPLC-MS/MS Method for Assessment of Thiol Redox Status in Human Tear Fluids, Jiandong Wu, Austin Sigler, Annalise Pfaff, Nan Cen, Nuran Ercal, and Honglan Shi
Approximation Algorithms for the Generalized Team Orienteering Problem and its Applications, Wenzheng Xu, Weifa Liang, Zichuan Xu, Jian Peng, Dezhong Peng, Tang Liu, Xiaohua Jia, and Sajal K. Das
Minimizing the Deployment Cost of UAVs for Delay-Sensitive Data Collection in IoT Networks, Wenzheng Xu, Tao Xiao, Junqi Zhang, Weifa Liang, Zichuan Xu, Xuxun Liu, Xiaohua Jia, and Sajal K. Das
RE-Net: A Relation Embedded Deep Model For AU Occurrence And Intensity Estimation, Huiyuan Yang and Lijun Yin
Exploiting Semantic Embedding And Visual Feature For Facial Action Unit Detection, Huiyuan Yang, Lijun Yin, Yi Zhou, and Jiuxiang Gu
Generalising Combinatorial Discriminant Analysis through Conditioning Truncated Rayleigh Flow, Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, and Zeyi Sun
Improving Covariance-Regularized Discriminant Analysis for EHR-Based Predictive Analytics of Diseases, Sijia Yang, Haoyi Xiong, Kaibo Xu, Licheng Wang, Jiang Bian, and Zeyi Sun
Learning Adaptive Embedding Considering Incremental Class, Yang Yang, Zhen Qiang Sun, Hengshu Zhu, Yanjie Fu, Yuanchun Zhou, Hui Xiong, and Jian Yang
A Blockchain-Enabled Quantitative Approach to Trust and Reputation Management with Sparse Evidence, Leonit Zeynalvand, Tony Tie Luo, Ewa Andrejczuk, Dusit Niyato, Sin G. Teo, and Jie Zhang
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks, Kai Zhao; Sheng Di; Sihuan Li; Xin Liang; and For full list of authors, see publisher's website.
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks, Kai Zhao; Sheng Di; Sihuan Li; Xin Liang; Yujia Zhai; Jieyang Chen; and For full list of authors, see publisher's website.
Multimodal Learning For Hateful Memes Detection, Yi Zhou, Zhenhao Chen, and Huiyuan Yang
Submissions from 2020
Introduction of a Hybrid Monitor for Cyber-Physical Systems, J. Ceasar Aguma, Bruce M. McMillin, and Amelia Regan
Fusing and Refining Convolutional Neural Network Models for Assembly Action Recognition in Smart Manufacturing, Md Al-Amin, Ruwen Qin, Wenjin Tao, David Doell, Ravon Lingard, Zhaozheng Yin, and Ming-Chuan Leu
Proof-Of-Activity Consensus Protocol based on a Network's Active Nodes, Roman Belfer, Antonina Kashtalian, Andrii Nicheporuk, George Markowsky, and Anatoliy Sachenko
An Integrated P2P Framework for E-Learning, Nikita Bhagatkar, Kapil Dolas, R. K. Ghosh, and Sajal K. Das
QnQ: Quality and Quantity based Unified Approach for Secure and Trustworthy Mobile Crowdsensing, Shameek Bhattacharjee, Nirnay Ghosh, Vijay K. Shah, and Sajal K. Das
MP²SDA: Multi-Party Parallelized Sparse Discriminant Learning, Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, and Zhishan Guo
Efficient Data Collection in IoT Networks using Trajectory Encoded with Geometric Shapes, Xiaofei Cao and Sanjay K. Madria
Multi-Model Z-Compression for High Speed Data Streaming and Low-Power Wireless Sensor Networks, Xiaofei Cao, Sanjay Kumar Madria, and Takahiro Hara
Hierarchical Syntactic Models for Human Activity Recognition through Mobility Traces, Enrico Casella, Marco Ortolani, Simone Silvestri, and Sajal K. Das
Introduction of a Hybrid Monitor for Cyber-Physical Systems, J. Ceasar Aguma, Bruce M. McMillin, and Amelia Regan
FLight: Toward Programmable Visible-Light-Band Wireless UAV Networking, Nan Cen
Exploring Reinforcement Learning Method in Bidding Strategy Development for Day-Ahead Electricity Market, Haotian Chen, Rui Bo, Ronit Das, and Donald C. Wunsch
Cross-Market Price Difference Forecast using Deep Learning for Electricity Markets, Ronit Das, Rui Bo, Waqas Ur Rehman, Haotian Chen, and Donald C. Wunsch
Efficient Photo Crowdsourcing with Evolving POIs under Delay-Tolerant Network Environment, Shudip Datta and Sanjay K. Madria
Approximation Algorithms for the Min-Max Cycle Cover Problem with Neighborhoods, Lijia Deng, Wenzheng Xu, Weifa Liang, Jian Peng, Yingjie Zhou, Lei Duan, and Sajal K. Das
A Novel Data Collection Framework for Telemetry and Anomaly Detection in Industrial Iot Systems, Fabrizio De Vita, Dario Bruneo, and Sajal K. Das
On the Use of a Full Stack Hardware/Software Infrastructure for Sensor Data Fusion and Fault Prediction in Industry 4.0, Fabrizio De Vita, Dario Bruneo, and Sajal K. Das
Quantitative Analysis of Deep Leaf: A Plant Disease Detector on the Smart Edge, Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Davide Giacalone, and Sajal K. Das
Resolution of Blockchain Conflicts through Heuristics-Based Game Theory and Multilayer Network Modeling, Alessandro Di Stefano, Damiano Di Francesco Maesa, Sajal K. Das, and Pietro Liò
A Novel Methodology for Designing Policies in Mobile Crowdsensing Systems, Alessandro Di Stefano, Marialisa Scata, Barbara Attanasio, Aurelio La Corte, Pietro Lio, and Sajal K. Das
Distributed On-Demand Clustering Algorithm for Lifetime Optimization in Wireless Sensor Networks, Amrita Ghosal, Subir Halder, and Sajal K. Das
Distributed De Novo Assembler For Large-scale Long-read Datasets, Sayan Goswami, Kisung Lee, and Seung Jong Park
Distributed Joint Power, Association and Flight Control for Massive-MIMO Self-Organizing Flying Drones, Zhangyu Guan, Nan Cen, Tommaso Melodia, and Scott M. Pudlewski
Towards Identifying Alien Appliances using Semantic Information, Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, and Sajal K. Das
Big Data Energy Management, Analytics and Visualization for Residential Areas, Ragini Gupta, A. R. Al-Ali, Imran A. Zualkernan, and Sajal K. Das
COIDS: A Clock Offset based Intrusion Detection System for Controller Area Networks, Subir Halder, Mauro Conti, and Sajal K. Das
Designing Efficient Communication Infrastructure in Post-Disaster Situations with Limited Availability of Network Resources, Krishnandu Hazra, Vijay K. Shah, Simone Silvestri, Vaneet Aggarwal, Sajal K. Das, Subrata Nandi, and Sujoy Saha
ROAchain: Securing Route Origin Authorization with Blockchain for Inter-Domain Routing, Guobiao He, Wei Su, Shuai Gao, Jiarui Yue, and Sajal K. Das
Evaluation of Standard and Semantically-Augmented Distance Metrics for Neurology Patients, Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, and Blaine Allen
Towards Privacy-Preserving Anomaly-Based Attack Detection Against Data Falsification in Smart Grid, Yu Ishimaki, Shameek Bhattacharjee, Hayato Yamana, and Sajal K. Das
A Collusion-Resistant Revocable Attribute-Based Encryption Scheme for Secure Data Sharing in Cloud, Azharul Islam and Sanjay Kumar Madria
Attribute-Based Encryption Scheme for Secure Multi-Group Data Sharing in Cloud, Md Azharul Islam and Sanjay K. Madria
Flexible Energy Load Identification in Intelligent Manufacturing for Demand Response using a Neural Network Integrated Particle Swarm Optimization, Md Monirul Islam, Zeyi Sun, Ruwen Qin, Wenqing Hu, Haoyi Xiong, and Kaibo Xu
A New Tunable Damped Sine-Like Waveform Generator for IEMI Applications, Omid Hoseini Izadi, R. Keith Frazier, Nevin Altunyurt, Sahra Sedighsarvestani, David Pommerenke, and Chulsoon Hwang
Collective Embedding with Feature Importance: A Unified Approach for Spatiotemporal Network Embedding, Dakshak Keerthi Chandra, Pengyang Wang, Jennifer Leopold, and Yanjie Fu
Target Detection and Localization Methods using Compartmental Model for Internet of Things, Sudhir Kumar and Sajal K. Das
Smart Augmented Reality Instructional System for Mechanical Assembly towards Worker-Centered Intelligent Manufacturing, Ze Hao Lai, Wenjin Tao, Ming-Chuan Leu, and Zhaozheng Yin
Comparison of Design-Centric and Data-Centric Methods for Distributed Attack Detection in Cyber-Physical Systems, Jennifer Leopold, Bruce M. McMillin, Rachel Stiffler, and Nathan Lutes
Toward Feature-Preserving 2D and 3D Vector Field Compression, Xin Liang; Hanqi Guo; Sheng Di; Franck Cappello; Mukund Raj; Chunhui Liu; Kenji Ono; and For full list of authors, see publisher's website.
Efficiently Discovering Users Connectivity with Local Information in Online Social Networks, Na Li and Sajal K. Das
Social Botnet Community Detection: A Novel Approach based on Behavioral Similarity in Twitter Network using Deep Learning, Greeshma Lingam, Rashmi Ranjan Rout, Dvln Somayajulu, and Sajal K. Das
Towards End-To-End SDC Detection for HPC Applications Equipped with Lossy Compression, Sihuan Li, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, and Franck Cappello
Memristor-Based HTM Spatial Pooler with On-Device Learning for Pattern Recognition, Xiaoyang Liu, Yi Huang, Zhigang Zeng, and Donald C. Wunsch
Memristor-Based LSTM Network with in Situ Training and its Applications, Xiaoyang Liu, Zhigang Zeng, and Donald C. Wunsch
An EEG-Based Multi-Modal Emotion Database With Both Posed And Authentic Facial Actions For Emotion Analysis, Xiaotian Li, Xiang Zhang, Huiyuan Yang, Wenna Duan, Weiying Dai, and Lijun Yin
Hardness of and Approximate Mechanism Design for the Bike Rebalancing Problem, Hongtao Lv, Fan Wu, Tony Tie Luo, Xiaofeng Gao, and Guihai Chen
Sensing, Computing, and Communications for Energy Harvesting IoTs: A Survey, Dong Ma, Guohao Lan, Mahbub Hassan, Wen Hu, and Sajal K. Das
Finding All ∈-Good Arms in Stochastic Bandits, Blake Mason, Lalit Jain, Ardhendu S. Tripathy, and Robert Nowak
Catora: Congestion Avoidance through Transmission Ordering and Resource Awareness in Delay Tolerant Networks, Douglas McGeehan and Sanjay K. Madria
Security in the Cyber-Physical Electric Power Infrastructure, Bruce M. McMillin, Ravi Akella, Gerry W. Howser, Thoshitha Gamage, and Tom Roth
