NUDIF: A Non-Uniform Deployment Framework for Distributed Inference in Heterogeneous Edge Clusters by Peng Li, Chen Qing, Hao Liu

“…This optimization minimizes inter-stage processing discrepancies and maximizes resource utilization. …”
Get full text

FoodSky: A food-oriented large language model that can pass the chef and dietetic examinations by Pengfei Zhou, Weiqing Min, Chaoran Fu, Ying Jin, Mingyu Huang, Xiangyang Li, Shuhuan Mei, Shuqiang Jiang

Get full text

Multi-Area, Multi-Service and Multi-Tier Edge-Cloud Continuum Planning by Anargyros J. Roumeliotis, Efstratios Myritzis, Evangelos Kosmatos, Konstantinos V. Katsaros, Angelos J. Amditis

“…The goal is to evaluate the regional deployment of the compute continuum, i.e., the type and number of processing devices, their pairing with a specific tier and task among different areas subject to processing, rate, and latency requirements. …”
Get full text

An advanced encryption system based on soft sets by Erdal Bayram, Gülşah Çelik, Mustafa Gezek

Get full text

Spiking Neural Networks for Multimodal Neuroimaging: A Comprehensive Review of Current Trends and the NeuCube Brain-Inspired Architecture by Omar Garcia-Palencia, Justin Fernandez, Vickie Shim, Nicola Kirilov Kasabov, Alan Wang, the Alzheimer’s Disease Neuroimaging Initiative

“…However, traditional artificial neural networks (ANNs) face challenges in processing spatiotemporal neuroimaging data due to their limited temporal memory and high computational demands. …”
Get full text

Ferroelectric-Based Optoelectronic Synapses for Visual Perception: From Materials to Systems by Yuqing Hu, Yixin Zhu, Xinli Chen, Qing Wan

Get full text

High-resolution phenomics dataset collected on a field-grown, EMS-mutagenized sorghum population evaluated in hot, arid conditions by Jeffrey Demieville, Brian Dilkes, Andrea L. Eveland, Duke Pauli

Get full text

Reconsidering big data security and privacy in cloud and mobile cloud systems by Lo'ai A. Tawalbeh, Gokay Saldamli

“…Secondly, we explore the use of P2P Cloud System (P2PCS) for big data processing and analytics. Thirdly, we propose an efficient hybrid mobile cloud computing model based on cloudlets concept and we apply this model to health care systems as a case study. …”
Get full text

A Design of Workflow-Based Automated Failure Recovery Framework in IoT Edge Environment by Phuong Bac Ta, Vitumbiko Mafeni, Younghan Kim

Get full text

Network function outsourcing system based on prefix-preserving encryption by Lingbo WEI, Xiaobing FENG, Chi ZHANG, Hualong SHENG, Nenghai YU

Get full text

Innovative Filter for Nonlinear Multitarget Tracking: Improved SCKF-GM-DLPMBM Filter and Its Implementation by Yubin Zhou, Bo Li, Jinyu Zhang, Zhikang Li

“…In the prediction and update phases, the filter is divided into a labeled Poisson point process (LPPP) and a labeled multi-Bernoulli mixture (LMBM) process, which predict and update undetected targets, potential targets, and surviving targets. …”
Get full text

Enhancing Cloud Resource Management Based on Intelligent System by Manal Fadhil Younis

“…Starting with designing a system based on a genetic algorithm (GA) as a computational tool to achieve the goal and plan a predictive request then depending on the round robin (RR) algorithm to allocate the requests for processing. …”
Get full text

Application of machine learning algorithms in economic analysis by Mohammad Sadegh SALEM

“…These tasks require high computational accuracy and large-scale data processing, making classical systems time-consuming and costly. …”
Get full text

Dynamic Traffic Engineering for Cooperative Fog-Cloud Environment: Trade-off Analysis of Cost and Utilization Under Different Load Conditions by Md. Rahinur Rahman, Mirza Mohd Shahriar Maswood

“…Despite its advantages, fog computing faces challenges due to the limited resources (CPU processing capacity, network bandwidth, memory, and power backup) of fog nodes. …”
Get full text

Understanding the functional roles of modelling components in spiking neural networks by Huifeng Yin, Hanle Zheng, Jiayi Mao, Siyuan Ding, Xing Liu, Mingkun Xu, Yifan Hu, Jing Pei, Lei Deng

“…Specifically, we find that the leakage plays a crucial role in balancing memory retention and robustness, the reset mechanism is essential for uninterrupted temporal processing and computational efficiency, and the recurrence enriches the capability to model complex dynamics at a cost of robustness degradation. …”
Get full text

An interactive platform for the analysis of landscape patterns: a cloud-based parallel approach by Jing Deng, Michael R. Desjardins, Eric M. Delmelle

“…Examples of such metrics include the composition of different land-use class types and the spatial heterogeneity of individual patches. However, computing such metrics over large geographic areas and at fine levels of granularity requires significant computing resources. …”
Get full text

Edge-assisted UAV onboard video compression and transmission for efficient inference of patrolling tasks by YANG Peng, LIANG Yuxin, KONG Yuxin, LIU Mingliu

“…Due to the limited UAV onboard computational resources, a lightweight RoI extraction method based on class activation mapping (CAM) was proposed, which was able to rapidly locate areas containing patrolling targets. …”
Get full text

DATA CENTER REMODELING FOR THE INTERNET OF THINGS by Cristian IVĂNUŞ

“…Designing efficient data center is more than ever a challenge for many companies when it comes to meet the requirements of having a greater and extensible computing capacity. It should be stored increasing volumes of data. …”
Get full text

Mathematical Background and Algorithms of a Collection of Android Apps for a Google Play Store Page by Roland Szabo

“…Its mathematical framework centers on cryptographic methods for file security and authentication processes to prevent unauthorized access. The third application redefines flashlight functionality using an optimized touch interface algorithm. …”
Get full text

Tiny Machine Learning and On-Device Inference: A Survey of Applications, Challenges, and Future Directions by Soroush Heydari, Qusay H. Mahmoud

Get full text