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- research-articleDecember 2024
NimbleNet: Serverless Computing for the Extreme Edge in Factory Environments
WoSC10 '24: Proceedings of the 10th International Workshop on Serverless ComputingPages 19–24https://doi.org/10.1145/3702634.3702953Modern factories are moving towards modular layouts with more generic production cells, allowing rapid production customization. Here, the cell's edge nodes exhibit considerable heterogeneity, ranging from simple microcontrollers to fully-fledged ...
- research-articleNovember 2024
GraphSmart: A Method for Green and Accurate IoT Water Monitoring
ACM Transactions on Sensor Networks (TOSN), Volume 20, Issue 6Article No.: 130, Pages 1–32https://doi.org/10.1145/3695769Water scarcity is nowadays a critical global concern and an efficient management of water resources is paramount. This paper presents an original approach for monitoring Water Distribution Systems (WDSs) through Internet of Things (IoT) that involves the ...
- research-articleNovember 2024JUST ACCEPTED
Control Software Engineering Approaches for Cyber-Physical Systems: A Systematic Mapping Study
Cyber-physical systems (CPS), robotics, the Internet of Things (IoT), and automotive systems are integral to modern technology. They are characterized by their safety criticality, accuracy, and real-time control requirements. Control software plays a ...
- research-articleNovember 2024
A Comprehensive Multi-Objective Energy Management Approach for Wearable Devices with Dynamic Energy Demands
ACM Transactions on Internet of Things (TIOT), Volume 5, Issue 4Article No.: 26, Pages 1–24https://doi.org/10.1145/3699964Recent advancements in low-power electronics and machine-learning techniques have paved the way for innovative wearable Internet of Things (IoT) devices. However, these devices suffer from limited battery capacity and computational power. Hence, energy ...
- research-articleNovember 2024
Selective Data Protection for Energy-Efficient Deep Neural Network Inference in Intermittent IoT Systems
ENSsys '24: Proceedings of the 12th International Workshop on Energy Harvesting and Energy-Neutral Sensing SystemsPages 35–41https://doi.org/10.1145/3698384.3699618Intermittent computing systems allow devices to operate under unstable and weak power conditions. When a device performing long tasks is interrupted due to power instability, a checkpoint mechanism is used to save data to non-volatile memory before the ...
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- research-articleNovember 2024
MetaSoil: Passive mmWave Metamaterial Multi-layer Soil Moisture Sensing
SenSys '24: Proceedings of the 22nd ACM Conference on Embedded Networked Sensor SystemsPages 225–238https://doi.org/10.1145/3666025.3699334Soil moisture level sensing is essential for enabling smart irrigation, which is crucial for our food security and sustainable agriculture. Existing soil moisture sensing systems face limitations such as single-layer sensing, limited depth, power supply ...
- research-articleNovember 2024
MetaLink: Extending Air-to-Water Wireless Communications Using Passive Bianisotropic Metasurfaces
SenSys '24: Proceedings of the 22nd ACM Conference on Embedded Networked Sensor SystemsPages 155–168https://doi.org/10.1145/3666025.3699329Reliable cross medium (e.g., air-water) communication using radio frequency (RF) has remained an open-problem for decades. Currently, underwater devices cannot communicate directly with land-based or airborne devices. Typical solutions are inadequate ...
- research-articleOctober 2024
Key Lessons From Improving the Energy Efficiency of Hospitals Using Reinforcement Learning: Insights From 39 Deployments in India
- Saksham Dutta,
- Akshit Singhal,
- Appala Srisurya Pardhasaradhi Tupurani,
- Listin Abey Mathew,
- Amreen Parveen,
- Venu A. Madhav,
- Dishant Arora,
- K. Selvakumar,
- Deva P. Seetharam
BuildSys '24: Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 154–158https://doi.org/10.1145/3671127.3698166To improve the energy efficiency of commercial buildings, we have developed a Reinforcement Learning (RL) based system named Chiller Plant Automation (CPA). We have implemented it in 39 hospitals, located in different geographies of India with varied ...
- research-articleOctober 2024JUST ACCEPTED
Efficient and Lightweight Model-Predictive IoT Energy Management
Multi-sensor IoT devices often rely on renewable energy and batteries to support diverse field deployments. A device’s sensors use significant energy, so careful energy management is needed to maximize its operating time while meeting application ...
- research-articleOctober 2024
IRIS: Wireless ring for vision-based smart home interaction
- Maruchi Kim,
- Antonio Glenn,
- Bandhav Veluri,
- Yunseo Lee,
- Eyoel Gebre,
- Aditya Bagaria,
- Shwetak Patel,
- Shyamnath Gollakota
UIST '24: Proceedings of the 37th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 114, Pages 1–16https://doi.org/10.1145/3654777.3676327Integrating cameras into wireless smart rings has been challenging due to size and power constraints. We introduce IRIS, the first wireless vision-enabled smart ring system for smart home interactions. Equipped with a camera, Bluetooth radio, inertial ...
- research-articleOctober 2024
MVLevelDB+: Meeting Relative Consistency Requirements of Temporal Queries in Sensor Stream Databases
ACM Transactions on Embedded Computing Systems (TECS), Volume 24, Issue 1Article No.: 7, Pages 1–26https://doi.org/10.1145/3694787Ensuring relative consistency in executing temporal queries to access real-time sensor data streams maintained in a database is a challenging problem, particularly when data transmission delays are lengthy and highly variable. Due to the unordered ...
- research-articleOctober 2024
Co-Approximator: Enabling Performance Prediction in Colocated Applications.
ACM Transactions on Embedded Computing Systems (TECS), Volume 24, Issue 1Article No.: 6, Pages 1–28https://doi.org/10.1145/3677180Today’s Internet of Things (IoT) devices can colocate multiple applications on a platform with hardware resource sharing. Such colocations allow for increasing the throughput of contemporary IoT applications, similar to the use of multi-tenancy in clouds. ...
- research-articleOctober 2024
AI*LoRa: Enabling Efficient Long-Range Communication with Machine Learning at the Edge
MobiHoc '24: Proceedings of the Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile ComputingPages 458–463https://doi.org/10.1145/3641512.3690040Efficient long-range communication is critical for environmental monitoring, especially when dealing with large data transfers in remote areas. We present an AI-driven dynamic RF configuration mode, which combines the advanced capabilities of a novel AI*...
- research-articleOctober 2024
JuNo-OPS: A DevOps Framework for the Engineering of Digital Twins for Built Assets
MODELS Companion '24: Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and SystemsPages 496–506https://doi.org/10.1145/3652620.3688266Digital Twins (DT) constitute complex software systems that need to be continuously modified/updated to meet evolving user requirements and priorities, and support continual improvement. Because they aim at monitoring and improving different system ...
- research-articleSeptember 2024
Household Wattch: Exploring Opportunities for Surveillance and Consent through Families’ Household Energy Use Data
ACM Transactions on Computer-Human Interaction (TOCHI), Volume 31, Issue 4Article No.: 55, Pages 1–30https://doi.org/10.1145/3673228Household energy use data may contain sensitive inferences into family life, yet its potential for surveillance is imperfectly understood. To explore this space, we developed Household Wattch, a speculative eco-feedback ‘provotype’ that profiles ...
- short-paperSeptember 2024
Concolic Multiverse Debugging
DEBT 2024: Proceedings of the 2nd ACM International Workshop on Future Debugging TechniquesPages 28–29https://doi.org/10.1145/3678720.3685318Developing and debugging software for microcontrollers can be rather challenging. Firstly, microcontrollers are often programmed in low-level languages. Secondly, debugging tools are often very limited or simply non-existent. Thirdly, the non-...
- research-articleSeptember 2024
Language-Agnostic Debugging for Microcontrollers
DEBT 2024: Proceedings of the 2nd ACM International Workshop on Future Debugging TechniquesPages 22–27https://doi.org/10.1145/3678720.3685317With the advent of WebAssembly (Wasm), programming microcontrollers (MCUs) has become possible by leveraging on a wide range of languages (e.g., Rust, AssemblyScript, C, C#, Go, C++) that compile to Wasm. However, current WebAssembly debugging support is ...
- research-articleSeptember 2024JUST ACCEPTED
Investigating Threats Posed by SMS Origin Spoofing to IoT Devices
The short message service (SMS) is a service for exchanging texts via mobile networks that has been developed not only as a means of text communication between subscribers but also as a means to remotely manage Internet of Things (IoT) devices. However, ...
- research-articleSeptember 2024
Understanding Instant Social Control of Shared Devices in Public Spaces: A Field Trial
- Youngjae Chang,
- Sookyung Han,
- Hyunjong Lee,
- Seungchul Lee,
- Wonjung Kim,
- Jinu Choi,
- Chloe Ann McCracken,
- Junehwa Song
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 3Article No.: 93, Pages 1–33https://doi.org/10.1145/3678592Public spaces are created for the convenience of visitors, but frequently, their operation does not match individual visitors' needs. We propose instant social control as a new approach for controlling devices deployed in public spaces, envisioning the ...
- research-articleSeptember 2024
SmartDampener: An Open Source Platform for Sport Analytics in Tennis
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 3Article No.: 118, Pages 1–30https://doi.org/10.1145/3678507In this paper, we introduce SmartDampener, an open-source tennis analytics platform that redefines the traditional understanding of vibration dampeners. Traditional vibration dampeners favored by both amateur and professional tennis players are utilized ...