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Wedge-Parallel Triangle Counting for GPUs
For fast processing of increasingly large graphs, triangle counting – a common building block of graph processing algorithms, is often …
Jeffrey Spaan, Kuan-Hsun Chen, David A. Bader, Ana Lucia Varbanescu
DOI
Bloom Filter-Based Soft Error Detection in Instruction memory: Insights from Neutron Beam and FI campaigns
As memory cells continue to shrink in modern semiconductor technologies, radiation-induced Single Event Effects, such as single- and …
Elijah Cishugi, Tijmen T. Smit, Bruno Endres Forlin, Cazzaniga Carlo, Kuan-Hsun Chen, Marco Ottavi
DOI
LazyTick: Lazy and Efficient Management of Job Release in Real-Time Operating Systems
Releasing jobs and performing scheduling decisions in real-time operating systems (RTOSes) is often realized within tick interrupts. In …
Kay Heider, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
DOI
Theoretical Foundations of Utility Accrual for Real-Time Systems
Providing guaranteed quantification of properties of soft real-time systems is important in practice to ensure that a system performs …
Jian-Jia Chen, Junjie Shi, Mario Günzel, Georg Von Der Brüggen, Kuan-Hsun Chen, Peter Bella
DOI
Co-Designing NVM-based Systems for Machine Learning and In-memory Search Applications
With the rapid development of the Internet of Things, machine learning applications on edge devices with limited resources face …
Jörg Henkel, Lokesh Siddhu, Hassan Nassar, Lars Bauer, Jian-Jia Chen, Christian Hakert, Tristan Seidl, Kuan-Hsun Chen, Xiaobo Sharon Hu, Mengyuan Li, Chia-Lin Yang, Ming-Liang Wei
DOI
REAP-NVM: Resilient Endurance-Aware NVM-Based PUF Against Learning-Based Attacks

Physical Unclonable Functions (PUFs) based on Non-Volatile Memory (NVM) technology have emerged as a promising solution for secure …

Hassan Nassar, Ming-Liang Wei, Chia-Lin Yang, Jörg Henkel, Kuan-Hsun Chen
TrackScorer: Skyrmion Logic-in-Memory Accelerator for Tree-based Ranking Models
Racetrack memories (RTMs) have been shown to have lower leakage power and higher density compared to traditional DRAM/SRAM …
Elijah Seth Cishugi, Sebastian Buschjäger, Martijn Noorlander, Marco Ottavi, Kuan-Hsun Chen
Optimizing Electric Vehicle Scheduling with Charging Guarantees using Flow Models with Local Penalties
The rapid growth of electric vehicle fleets in combination with the limited capacities of power grids necessitates coordinated charging …
Leoni Winschermann, Mario Günzel, Kuan-Hsun Chen, Johann Hurink
DOI
An Enhanced Fault Injection Framework for FPGA-Based Soft-Cores
Contemporary space system architectures necessitate rigorous validation to ensure robust performance post-deployment. Fault injection …
Tijmen T. Smit, Bruno Endres Forlin, Kuan-Hsun Chen, Ioanna Souvatzoglou, Mihalis Psarakis, Marco Ottavi
Evaluating the Impact of Racetrack Memory Misalignment Faults on BNNs Performance
Racetrack memory (RTM) is a promising non-volatile memory (NVM) technology that offers exceptional density, power and performance …
Leonard David Bereholschi, Mikail Yayla, Jian-Jia Chen, Kuan-Hsun Chen, Asif-Ali Khan