Search Results - "Bahn, Hyokyung"
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CLOCK-DWF: A Write-History-Aware Page Replacement Algorithm for Hybrid PCM and DRAM Memory Architectures
Published in IEEE transactions on computers (01-09-2014)“…Phase change memory (PCM) has emerged as one of the most promising technologies to incorporate into the memory hierarchy of future computer systems. However,…”
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Enhanced Scheduling of AI Applications in Multi-Tenant Cloud Using Genetic Optimizations
Published in Applied sciences (01-06-2024)“…The artificial intelligence (AI) industry is increasingly integrating with diverse sectors such as smart logistics, FinTech, entertainment, and cloud…”
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3
A Lightweight File System Design for Unikernel
Published in Applied sciences (01-04-2024)“…Unikernels are specialized operating system (OS) kernels optimized for a single application or service, offering advantages such as rapid boot times, high…”
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4
Performance Analysis of Container Effect in Deep Learning Workloads and Implications
Published in Applied sciences (01-11-2023)“…Container-based deep learning has emerged as a cutting-edge trend in modern AI applications. Containers have several merits compared to traditional virtual…”
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Analyzing Data Reference Characteristics of Deep Learning Workloads for Improving Buffer Cache Performance
Published in Applied sciences (01-11-2023)“…Due to the recent growing data size of deep learning workloads, loading data from storage is increasingly becoming a performance bottleneck for neural network…”
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Characterization of Android Memory References and Implication to Hybrid Memory Management
Published in IEEE access (2021)“…In this article, we analyze Android applications' memory reference behaviors, and observe that smartphone memory accesses are different from traditional…”
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Maintaining Application Context of Smartphones by Selectively Supporting Swap and Kill
Published in IEEE access (2020)“…With the rapid diffusion of smartphones as well as the technical advances in mobile platform technologies, application domains supported by smartphones have…”
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Characterizing Fine-Grained Resource Utilization for Multitasking GPGPU in Cloud Systems
Published in IEEE access (2021)“…Managing GPGPU resources in cloud systems is challenging as workloads with various resource usage patterns coexist. To determine the co-location of workloads,…”
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Modeling and Analysis of the Page Sizing Problem for NVM Storage in Virtualized Systems
Published in IEEE access (2021)“…Recently, NVM (non-volatile memory) has advanced as a fast storage medium, and traditional memory management systems designed for HDD storage should be…”
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Evolution-Based Real-time Job Scheduling for Co-optimizing Processor and Memory Power Savings
Published in IEEE access (01-01-2020)“…With the recent advances in battery-based mobile computing technologies, power-saving techniques in real-time embedded devices are becoming increasingly…”
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Design and Implementation of a Distributed Versioning File System for Cloud Rendering
Published in IEEE access (01-01-2021)“…Rendering is widely used for visual effects in animations, video games, and movies. As the computational load in rendering workloads fluctuates greatly over…”
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12
Characterizing File Accesses in Android Applications and Caching Implications
Published in IEEE access (2021)“…In this paper, we explore Android applications' file access characteristics, and find out that smartphone file accesses are different from traditional desktop…”
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Analysis of Smartphone I/O Characteristics - Toward Efficient Swap in a Smartphone
Published in IEEE access (2019)“…Due to the recent advances in mobile platform technologies, people are increasingly working with their smartphones. For example, digital healthcare, automotive…”
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14
Supporting Swap in Real-Time Task Scheduling for Unified Power-Saving in CPU and Memory
Published in IEEE access (2022)“…As the size of data grows rapidly in modern IoT (Internet-of-Things) and CPS (Cyber-Physical System) applications, the memory power consumption of real-time…”
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15
Performance Analysis of Thread Block Schedulers in GPGPU and Its Implications
Published in Applied sciences (01-12-2020)“…GPGPU (General-Purpose Graphics Processing Unit) consists of hardware resources that can execute tens of thousands of threads simultaneously. However, in…”
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Eliminating Periodic Flush Overhead of File I/O with Non-Volatile Buffer Cache
Published in IEEE transactions on computers (01-04-2016)“…File I/O buffer caching plays an important role to narrow the wide speed gap between main memory and secondary storage. However, data loss or inconsistency may…”
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Separation of Virtual Machine I/O in Cloud Systems
Published in IEEE access (2020)“…Virtualization is widely used in modern computer systems ranging from personal computers to cloud servers as it provides various heterogeneous platforms at low…”
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18
Sensor-aware elevator scheduling for smart building environments
Published in Building and environment (01-02-2014)“…In a modern smart building, sensors can detect various physical information such as temperature, humidity, motion, and light, which can be used for smart…”
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Implications of NVM Based Storage on Memory Subsystem Management
Published in Applied sciences (01-02-2020)“…Recently, non-volatile memory (NVM) has advanced as a fast storage medium, and legacy memory subsystems optimized for DRAM (dynamic random access memory) and…”
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Design and Implementation of a Journaling File System for Phase-Change Memory
Published in IEEE transactions on computers (01-05-2015)“…Journaling file systems are widely used in modern computer systems as they provide high reliability at reasonable cost. However, existing journaling file…”
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