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Poster: A Memory Efficient Parameter-free Time-series Classification via gzip 海报：通过 gzip 实现的内存高效无参数时间序列分类法
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661424
Kichang Lee, Sungmin Lee, JeongGil Ko
{"title":"Poster: A Memory Efficient Parameter-free Time-series Classification via gzip","authors":"Kichang Lee, Sungmin Lee, JeongGil Ko","doi":"10.1145/3643832.3661424","DOIUrl":"https://doi.org/10.1145/3643832.3661424","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"25 20","pages":"690-691"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141270635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poster: PrivaSee: Augmented Reality-Enabled Privacy Perception Visualization for Internet of Things 海报PrivaSee：用于物联网的增强现实技术隐私感知可视化
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661426
Yue Zhang, Shangjie Du, Jiqing Wen, R. Likamwa, Shiwei Fang, Shijia Pan
{"title":"Poster: PrivaSee: Augmented Reality-Enabled Privacy Perception Visualization for Internet of Things","authors":"Yue Zhang, Shangjie Du, Jiqing Wen, R. Likamwa, Shiwei Fang, Shijia Pan","doi":"10.1145/3643832.3661426","DOIUrl":"https://doi.org/10.1145/3643832.3661426","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"5 11","pages":"694-695"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141271152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enabling 6D Pose Tracking on Your Acoustic Devices 在声学设备上启用 6D 姿势跟踪功能
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661875
Yuanyuan Wu, Sheng Chen, Xuanqi Meng, Xinyu Tong, Xiulong Liu, Xin Xie, Wenyu Qu
{"title":"Enabling 6D Pose Tracking on Your Acoustic Devices","authors":"Yuanyuan Wu, Sheng Chen, Xuanqi Meng, Xinyu Tong, Xiulong Liu, Xin Xie, Wenyu Qu","doi":"10.1145/3643832.3661875","DOIUrl":"https://doi.org/10.1145/3643832.3661875","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"40 2","pages":"15-28"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141272363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poster: Heatstroke Risk Estimation by Environmental Sensing and Vital Data Analysis 海报：通过环境传感和生命数据分析估算中暑风险
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661399
Ayaka Kondo, Takumi Karasawa, Kaho Cho, Shuri Marui, Akira Tsuge, T. Okoshi, Jin Nakazawa
{"title":"Poster: Heatstroke Risk Estimation by Environmental Sensing and Vital Data Analysis","authors":"Ayaka Kondo, Takumi Karasawa, Kaho Cho, Shuri Marui, Akira Tsuge, T. Okoshi, Jin Nakazawa","doi":"10.1145/3643832.3661399","DOIUrl":"https://doi.org/10.1145/3643832.3661399","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"27 3","pages":"642-643"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141272490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CACTUS: Dynamically Switchable Context-aware micro-Classifiers for Efficient IoT Inference CACTUS：用于高效物联网推理的动态可切换上下文感知微分类器
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661888
Mohammad Mehdi Rastikerdar, Jin Huang, Shiwei Fang, Hui Guan, Deepak Ganesan
{"title":"CACTUS: Dynamically Switchable Context-aware micro-Classifiers for Efficient IoT Inference","authors":"Mohammad Mehdi Rastikerdar, Jin Huang, Shiwei Fang, Hui Guan, Deepak Ganesan","doi":"10.1145/3643832.3661888","DOIUrl":"https://doi.org/10.1145/3643832.3661888","url":null,"abstract":"While existing strategies to execute deep learning-based classification on low-power platforms assume the models are trained on all classes of interest, this paper posits that adopting context-awareness i.e. narrowing down a classification task to the current deployment context consisting of only recent inference queries can substantially enhance performance in resource-constrained environments. We propose a new paradigm, CACTUS , for scalable and efficient context-aware classification where a micro-classifier recognizes a small set of classes relevant to the current context and, when context change happens (e.g., a new class comes into the scene), rapidly switches to another suitable micro-classifier. CAC-TUS features several innovations, including optimizing the training cost of context-aware classifiers, enabling on-the-fly context-aware switching between classifiers, and balancing context switching costs and performance gains via simple yet effective switching policies. We show that CACTUS achieves significant benefits in accuracy, latency, and compute budget across a range of datasets and IoT platforms.","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"64 5","pages":"505-518"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141268515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poster: Home-based, On-Device Non-invasive Obstructive Sleep Apnea Monitoring with Infrared Video 海报：利用红外视频对阻塞性睡眠呼吸暂停进行家庭式、设备上无创监测
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661433
You Rim Choi, Gyeongseon Eo, Wonhyuck Yoon, Hyojin Lee, Haemin Jang, Dongyoon Kim, Hyunwoo Shin, Hyung-Sin Kim
{"title":"Poster: Home-based, On-Device Non-invasive Obstructive Sleep Apnea Monitoring with Infrared Video","authors":"You Rim Choi, Gyeongseon Eo, Wonhyuck Yoon, Hyojin Lee, Haemin Jang, Dongyoon Kim, Hyunwoo Shin, Hyung-Sin Kim","doi":"10.1145/3643832.3661433","DOIUrl":"https://doi.org/10.1145/3643832.3661433","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"113 8","pages":"708-709"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141272020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poster: Class-Balanced Exemplar Memory Selection for Class-Incremental Semantic Segmentation 海报针对类别递增语义分割的类别平衡范例记忆选择
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661400
Hirono Kawashima, T. Okoshi, Jin Nakazawa
{"title":"Poster: Class-Balanced Exemplar Memory Selection for Class-Incremental Semantic Segmentation","authors":"Hirono Kawashima, T. Okoshi, Jin Nakazawa","doi":"10.1145/3643832.3661400","DOIUrl":"https://doi.org/10.1145/3643832.3661400","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"27 1","pages":"644-645"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141269249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploiting pervasive leaked EM signals for communication, charging and sensing 利用无处不在的泄漏电磁信号进行通信、充电和传感
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661390
Minhao Cui
{"title":"Exploiting pervasive leaked EM signals for communication, charging and sensing","authors":"Minhao Cui","doi":"10.1145/3643832.3661390","DOIUrl":"https://doi.org/10.1145/3643832.3661390","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"22 3","pages":"760-761"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141269488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Demo : Privacy-Preserving Decentralized Machine Learning Framework for Clustered Resource-Constrained Devices 演示：面向集群资源受限设备的隐私保护分散机器学习框架
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661843
Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa
{"title":"Demo : Privacy-Preserving Decentralized Machine Learning Framework for Clustered Resource-Constrained Devices","authors":"Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa","doi":"10.1145/3643832.3661843","DOIUrl":"https://doi.org/10.1145/3643832.3661843","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"53 41","pages":"612-613"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141269796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Poster: Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks 海报：蓝牙低功耗网络中欺骗攻击的混合检测机制
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services Pub Date : 2024-06-03 DOI: 10.1145/3643832.3661434
Hanlin Cai, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu
{"title":"Poster: Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks","authors":"Hanlin Cai, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu","doi":"10.1145/3643832.3661434","DOIUrl":"https://doi.org/10.1145/3643832.3661434","url":null,"abstract":"","PeriodicalId":358835,"journal":{"name":"ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services","volume":"48 38","pages":"710-711"},"PeriodicalIF":0.0,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141269843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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