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Securing the Internet of Medical Things (IoMT) with K3S and Hybrid Cryptography: Integrating Post-Quantum Approaches for Enhanced embedded System Security 17

Securing the Internet of Medical Things (IoMT) with K3S and ...

引用

17th Dallas Circuits and systems conference (DCAS)

作者： El-Hadedy, Mohamed Ankunda, Patricia V. Ung, James Hwu, Wen-Mei Calif State Polytech Univ Pomona ECE Pomona CA 93407 USA Univ Illinois Coordinated Sci Lab Champaign IL USA

ISBN: (纸本)9798350349535;9798350349542

This study explores the integration of Kubernetes with embedded systems in the Internet of Medical Things, focusing on enhancing security through post-quantum cryptography (PQC). It leverages the CRYSTAL-Kyber algorithm and ASCON to fortify IoMT against quantum computing threats while maintaining operational efficiency. The urgency of this research escalates with the advancements in quantum computing. Performance evaluations show Kyber512's key encapsulation at 3,464 mu s and decryption at 3,844 mu s, indicating suitability for time-sensitive medical applications. Additionally, the research investigates cryptographic scalability with Docker and Kubernetes to achieve a balance of security, flexibility, and scalability essential for IoMT's reliable operation in healthcare contexts. Resource efficiency is highlighted with CPU usage on a Raspberry Pi master node at 8% without workload pods and memory usage increasing from 36% to 69% when scaling from zero to four pods, showcasing Kubernetes's ability to manage cryptographic operations efficiently. The findings affirm the benefits of integrating post-quantum and lightweight cryptographic techniques within a Kubernetes-managed IoMT framework. Low CPU usage across nodes, even under multiple pods, demonstrates the system's capacity to handle increased workloads effectively, offering robust protection against quantum threats without compromising performance. This integration presents a viable strategy to enhance IoMT security and efficiency amidst growing quantum computing challenges.

关键词： Scalability

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Cloud computing for High Voltage Substation Based Relay Protection

Cloud Computing for High Voltage Substation Based Relay Prot...

引用

2024 ieee international conference on Internet of Things and Intelligence systems, IoTaIS 2024

作者： Khalil, Hamed Khudair Abdul-Rahaim, Laith Ali Alwash, Shamam Electrical Engineering Department University of Babylon Hilla Iraq

ISBN: (纸本)9798331521219

In the context of contemporary digitalization, the remote oversight and management of substation apparatus via programmable logic controllers (PLCs) and supervisory control and data acquisition (SCADA) systems has transformed into a conventional, high-expense system. Nonetheless, it is preferable to have a system that is economical, intelligent, and dependable. The real-time capabilities of the Internet of Things (IoT) significantly augment its utility;it is widely recognized as crucial for the monitoring and management of power system applications. The Internet of Things (IoT) is a networked system comprising interconnected computing devices, mechanical and digital components, items, or individuals. We assign distinct identities to each device, facilitating secure data transmission without necessitating direct human or human-computer interaction. This project aims to provide a monitoring and control system for high-voltage networks, employing cloud computing and the Internet of Things, based on protective relays and sensors. The primary advantages of this system include enhanced flexibility, the capacity to incorporate additional devices, and the ability to analyze substantial volumes of data with increased speed and precision. The design expense is significantly lower in comparison to the SCADA system. Expanding high-voltage substation networks can enhance the efficient development of the system. This system uses an ESP32 microcontroller in conjunction with sensors. ©2024 ieee.

关键词： SCADA systems

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CoSense: Compiler Optimizations using Sensor Technical Specifications 2024

CoSense: Compiler Optimizations using Sensor Technical Speci...

引用

33rd ACM SIGPLAN international conference on Compiler Construction (CC)

作者： Mu, Pei Mavrogeorgis, Nikolaos Vasiladiotis, Christos Tsoutsouras, Vasileios Kaparounakis, Orestis Stanley-Marbell, Phillip Barbalace, Antonio Univ Edinburgh Edinburgh Midlothian Scotland Univ Cambridge Cambridge England

ISBN: (纸本)9798400705076

embedded systems are ubiquitous, but in order to maximize their lifetime on batteries there is a need for faster code execution - i.e., higher energy effciency, and for reduced memory usage. The large number of sensors integrated into embedded systems gives us the opportunity to exploit sensors' technical specifications, like a sensor's value range, to guide compiler optimizations for faster code execution, small binaries, etc. We design and implement such an idea in CoSense, a novel compiler (extension) based on the LLVM infrastructure, using an existing domain-specific language (DSL), Newton, to describe the bounds of and relations between physical quantities measured by sensors. CoSense utilizes previously unexploited physical information correlated to program variables to drive code optimizations. CoSense computes value ranges of variables and proceeds to overload functions, compress variable types, substitute code with constants and simplify the condition statements. We evaluated CoSense using several microbenchmarks and two real-world applications on various platforms and CPUs. For microbenchmarks, CoSense achieves 1.18x geomean speedup in execution time and 12.35% reduction on average in binary code size with 4.66% compilation time overhead on x86, and 1.23x geomean speedup in execution time and 10.95% reduction on average in binary code size with 5.67% compilation time overhead on ARM. For real-world applications, CoSense achieves 1.70x and 1.50x speedup in execution time, 12.96% and 0.60% binary code reduction, 9.69% and 30.43% lower energy consumption, with a 26.58% and 24.01% compilation time overhead, respectively.

关键词： embedded systems sensors interval arithmetic value interval propagation compiler optimizations

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Reach - A Chat Application 10

Reach - A Chat Application

引用

10th international conference on Advanced computing and Communication systems, ICACCS 2024

作者： Rajarajeswari, P.L. Gowshick, H. Sasi Prakash, M.K. Anuvidh, M. Sri Eshwar College of Engineering Department of Computer Science and Business Systems Coimbatore India

ISBN: (数字)9798350384369

ISBN: (纸本)9798350384369

In an era dominated by the ubiquity of digital communication, Reach emerges as a pioneering mobile-first chat application, engineered to facilitate seamless in-person messaging and empower users for real-time connections. Developed on the foundation of JavaScript, React Native, Peer JS, Firebase, and ***, Reach revolutionizes the messaging experience by seamlessly integrating critical features like text messaging, voice and video calling, and group chats accommodating up to 100 users. Reach is designed to transcend the limitations of conventional messaging applications by enabling users to send messages in-person, fostering richer interpersonal connections. This innovative platform leverages the familiarity of mobile devices while providing a robust and user-friendly interface, ensuring a superior user experience. Reach's distinguishing feature lies in its capacity to break free from the digital shackles that encase modern communication. By facilitating in-person messaging, it nourishes profound and meaningful connections between users. All this is presented through an intuitive, user- friendly interface that complements the mobile-first ethos, ensuring a superlative user experience. In a landscape crowded with messaging applications, Reach emerges as a trailblazer, bridging the gap between the virtual and the tangible, ushering in a new era of communication that places the user's need for authentic and real-time connection at the forefront. © 2024 ieee.

关键词： Smart city

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A Comprehensive Derivation of Quintic Spline Interpolation and Its applications to 3-D Collision-Free Trajectory Generation

A Comprehensive Derivation of Quintic Spline Interpolation a...

引用

2024 ieee international conference on real-time computing and Robotics, RCAR 2024

作者： Ma, Boyu Zhou, Chunyu Liu, Yang Niu, Baoshan Wen, Feiyang Liu, Sijiang Xie, Zongwu Harbin Institute of Technology State Key Laboratory of Robotics and Systems Harbin150080 China Tianjin University Key Laboratory of Modern Mechanisms and Equipment Design The State Ministry of Education Tianjin300354 China

ISBN: (纸本)9798350372601

For trajectory generation, quintic spline interpolation can ensure the zero velocities and accelerations of both the starting and ending points, presenting advantages not achievable by cubic spline interpolation. Due to the scarcity of quintic spline interpolation in existing research and applications, and considering its relatively intricate implementation process, this article presents a comprehensive derivation for its solution. Moreover, a three-dimensional (3-D) collision-free smooth trajectory scheme using quintic spline interpolation is proposed to generate collision-free and sufficiently smooth trajectories. Finally, two case studies are conducted to validate the effectiveness of quintic spline interpolation and the trajectory generation scheme in planning motion trajectories for robotic agents in a 3-D map with several obstacles. © 2024 ieee.

关键词： Trajectories

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Multimodal Wearable Sensing systems based on Higher-Order Parity-time Symmetry 25

Multimodal Wearable Sensing Systems based on Higher-Order Pa...

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24th international conference on Electromagnetics in Advanced applications (ICEAA) / 12th ieee-APS Topical conference on Antennas and Propagation in Wireless Communications (ieee APWC)

作者： Ye, Zhilu Yang, Minye Farhat, Mohamed Chen, Pai-Yen Univ Illinois Chicago IL 60607 USA King Abdullah Univ Sci & Technol KAUST Thuwal 239556900 Saudi Arabia

ISBN: (纸本)9798350320589

Parity-time (PT) symmetry, a salient landmark in the realm of non-Hermitian physics, reveals that non-conservative Hamiltonians upholding both parity (P) and time-reversal (T) operators may present entirely real eigenspectra [1]-[3]. The advent of PT symmetry has facilitated a plethora of applications, ranging from wireless sensor telemetry and power transmission to dynamic wave manipulation and cloaking [1], [2]. In particular, PT-symmetric systems have exhibited formidable efficacy in ultra-sensitive wireless sensing [3]. It has been observed that the eigen frequencies of such a system bifurcate at an exceptional point (EP), where they demonstrate remarkable sensitivity to minuscule perturbations. This phenomenon culminates in superlative sensitivity, considerably outstripping that of traditional LC resonator-based sensors. Nonetheless, despite these appreciable benefits, current PT-symmetric systems are limited to the detection of singular resistive or capacitive parameters. These systems fall short in identifying and discerning each parameter when resistive and capacitive variations coexist. This constraint curtails the applicability of PT -symmetric systems in certain real-world scenarios. For instance, in wearable biomedical monitoring situations, multiple biomarkers may vary simultaneously, thereby necessitating more multiplexed detection systems. © 2023 ieee.

关键词： Electric power transmission

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Cyclist Safety Device based on Spectral Audio Processing for Approaching Vehicles Detection

Cyclist Safety Device based on Spectral Audio Processing for...

引用

ieee international Instrumentation and Measurement Technology conference (I2MTC)

作者： Flammini, Alessandra Sisinni, Emiliano Dello Iacono, Salvatore Buonocore, Daniele Liguori, Consolatina Paciello, Vincenzo Univ Brescia Dept Informat Engn Brescia Italy Univ Salerno Dept Ind Engn Fisciano Italy

ISBN: (纸本)9798350380903;9798350380910

Safety is one of the key points that limit the spread of light mobility. The objective of this work is the proposal of a proof of concept of an embedded, low-cost, battery-powered system to be placed on the back of the bike capable of recognizing an approaching car in advance and accessing a visual signal that warns the coming car of the cyclist's presence. Many studies in the literature on vehicle approach detection use audio-video techniques;however, they unsatisfactorily apply to embedded implementation due to their computational complexity. Based on the analysis of a publicly available data-set of audio recordings, this study proposes a technique that can detect the car approaching by low-frequency spectral audio signal analysis. The real-time acquired signal, while the bike is in motion, is compared to the detection of the background spectral noise obtained in static conditions of the bike.

关键词： Cyclists Safety Audio Signal Processing embedded systems Light Mobility

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BiDSRS: Resource Efficient real time Bidirectional Super Resolution System for FPGAs 39

BiDSRS: Resource Efficient Real Time Bidirectional Super Res...

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39th conference on Design of Circuits and Integrated systems, DCIS 2024

作者： Amin, Rashed Al Obermaisser, Roman University of Siegen Institute for Embedded Systems Siegen Germany

ISBN: (纸本)9798350364392

The burgeoning field of computer vision applications and visual display devices has propelled the exploration of super resolution (SR) techniques, drawing attention from both academia and industry. Field programmable gate arrays (FPGAs) have emerged as a favored platform for implementing intricate algorithms, given their energy efficiency and parallel computing capabilities. However, the demand for real-time SR systems employing deep learning poses challenges due to their resource-intensive nature, particularly when targeting edge or resource-constrained devices which creates a pressing need for energy and resource-efficient SR solutions. Besides, conventional SR methods predominantly focus only on upscaling or downscaling images or videos within a system. To bridge this gap, this paper proposes BiDSRS, a resource-efficient real-time SR system tailored for FPGAs, utilizing a modified bicubic interpolation method. In addition, BiDSRS facilitates scaling in both directions, allowing for upscaling and downscaling of images or videos. Evaluation conducted on the Xilinx ZCU 102 FPGA board demonstrates significant resource savings, achieving a reduction of 46x LUT, 31x BRAM, and 41x DSP utilization compared to state-of-The-Art DNN-based SR systems, albeit with a throughput trade-off of 0.25x. Similarly, compared to leading algorithm-based SR systems, BiDSRS achieves savings of 23x LUT, 5x BRAM, and 4x DSP resources, albeit with a throughput trade-off of 0.5x. Despite a reduced throughput of 4K@30 Frame Per Second (FPS), BiDSRS substantially decreases FPGA resource utilization for video SR tasks, offering support for sustainable and energy-efficient computing systems. © 2024 ieee.

关键词： Energy efficiency

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IoT Based Smart Waste Monitoring System Envisioning a Sustainable Smart City

IoT Based Smart Waste Monitoring System Envisioning a Sustai...

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2024 ieee international conference on computing, applications and systems, COMPAS 2024

作者： Aurko, Najmus Saquib Masum, S.M. Hossain, Md Sajid American International University Bangladesh Computer Science and Engineering Dhaka1229 Bangladesh American International University Bangladesh Electrical and Electronic Engineering Dhaka1229 Bangladesh

ISBN: (纸本)9798331529765

This paper introduces a smart approach to waste management through the integration of smart technologies. Our proposed system employs the ESP8266 Wi-Fi module to enable remote notification, ensuring efficient waste monitoring both indoors and outdoors. The core components include an Ultrasonic Sensor HC-SR04 for real-time monitoring of the waste bin's fill level, an IR sensor to facilitate automated lid opening upon user proximity, and a servo motor to control the lid mechanism. Upon detection of fullness of the waste bin, the system triggers a buzzer, providing an audible alert for the user and encouraging the user timely waste disposal. The innovation aimed for a more cost effective and economically beneficial system. The innovation extends beyond conventional waste monitoring because we are not only implementing it indoors but also outdoors to monitor waste disposal which will maintain a clean environment overall. The paper outlines the implementation of a client-server model, emphasizing its potential to foster a pollution-free society, good health, and a cleaner environment. © 2024 ieee.

关键词： Ultrasonic sensors

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CARET: Chain-Aware ROS 2 Evaluation Tool 20

CARET: Chain-Aware ROS 2 Evaluation Tool

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20th ieee international conference on embedded and Ubiquitous computing (EUC)

作者： Kuboichi, Takahisa Hasegawa, Atsushi Peng, Bo Miura, Keita Funaoka, Kenji Kato, Shinpei Azumi, Takuya Saitama Univ Grad Sch Sci & Engn Saitama Japan Res Inst Syst Planning Tokyo Japan EMB IV Tokyo Japan TIER IV Tokyo Japan Univ Tokyo Grad Sch Informat Sci & Technol Tokyo Japan

ISBN: (纸本)9798350396355

This paper presents a tool to evaluate the latency of Robot Operating System (ROS) 2 applications called ChainAware ROS 2 Evaluation Tool (CARET). ROS 2 is designed to enhance the modularity of real-time robotic applications, including self-driving software such as Autoware. To analyze the performance of ROS 2 applications, CARET supports measurement functionalities for the callback latency, node latency, communication time between nodes, and end-to-end latency. To calculate each latency, CARET provides tracepoints, an architecture file, information on tracepoint connections, and a message tracking functionality. Furthermore, CARET can visualize different types of latency, such as bottlenecks and lost message, to analyze ROS 2 applications. The experimental results demonstrate that CARET can successfully measure the end-toend latency of ***, which is ROS 2-based selfdriving software.

关键词： ROS 2 Self-driving systems End-to-end Latency

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