136 citations · 272 across the 9 of their papers we have counts for
9 papers
EdgeConvEns: Convolutional Ensemble Learning for Edge Intelligence
Ilkay Sikdokur, İnci M. Baytaş, Arda Yurdakul
Deep edge intelligence aims to deploy deep learning models that demand computationally expensive training in the edge network with limited computational power. Moreover, many deep…
Common Subexpression-based Compression and Multiplication of Sparse Constant Matrices
Emre Bilgili, Arda Yurdakul
In deep learning inference, model parameters are pruned and quantized to reduce the model size. Compression methods and common subexpression (CSE) elimination algorithms are applie…
A Decentralized Framework with Dynamic and Event-Driven Container Orchestration at the Edge
Umut Can Özyar, Arda Yurdakul
Virtualization provides an abstraction layer for the Internet of Things technology to tackle the heterogeneity of the edge networks. It enables the deployment of an application on…
ElectAnon: A Blockchain-Based, Anonymous, Robust and Scalable Ranked-Choice Voting Protocol
Ceyhun Onur, Arda Yurdakul
Remote voting has become more critical in recent years, especially after the Covid-19 outbreak. Blockchain technology and its benefits like decentralization, security, and transpar…
Image Classification on Accelerated Neural Networks
Ilkay Sikdokur, Inci Baytas, Arda Yurdakul
For image classification problems, various neural network models are commonly used due to their success in yielding high accuracies. Convolutional Neural Network (CNN) is one of th…
An Embedded RISC-V Core with Fast Modular Multiplication
Ömer Faruk Irmak, Arda Yurdakul
One of the biggest concerns in IoT is privacy and security. Encryption and authentication need big power budgets, which battery-operated IoT end-nodes do not have. Hardware acceler…
IDMoB: IoT Data Marketplace on Blockchain
Kazım Rıfat Özyılmaz, Mehmet Doğan, Arda Yurdakul
Today, Internet of Things (IoT) devices are the powerhouse of data generation with their ever-increasing numbers and widespread penetration. Similarly, artificial intelligence (AI)…
Designing a blockchain-based IoT infrastructure with Ethereum, Swarm and LoRa
Kazım Rıfat Özyılmaz, Arda Yurdakul
Today, the number of IoT devices in all aspects of life is exponentially increasing. The cities we are living in are getting smarter and informing us about our surroundings in a co…
Taxim: A Toolchain for Automated and Configurable Simulation for Embedded Multiprocessor Design
Gorker Alp Malazgirt, Deniz Candas, Arda Yurdakul
Multicore embedded systems have been constantly researched to improve the efficiency by changing certain metrics, such as processor, memory, cache hierarchies and their cache confi…