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Heterogeneity-aware resource management techniques for data-intensive applications File File

Han, Myeonggyun

Thesis Issue Date2024-02 View45

Understanding Latency-Guaranteed Networking and Its Implication in Cellular Networks File

Thesis Issue Date2023-02 View18

Measuring the Contribution of the Input to the Prediction of the Deep Neural Network by Exploring the Input Space File File

Thesis Issue Date2023-02 View19

Enabling Deep Neural Network Inferences on Resource-constraint Devices File File

Thesis Issue Date2023-02 View19

Improving the Performance of Big Data Analytics Platforms by Task and I/O Granularity Adjustment File File

Thesis Issue Date2023-02 View22

System Software Techniques Leveraging Emerging Hardware for High-Performance, Efficient, and Fairness-Aware Computing File File

Thesis Issue Date2022-08 View12

Improving Robot Team's performance by Passing Objects between Robots File File

Thesis Issue Date2022-08 View25

Geometric Optimization Problem Solving: Matching Sets of Line Segments and Multi-robot Path Planning File File

Thesis Issue Date2022-08 View31

Anomaly Detection with High-Dimensional Complex Data File File

Thesis Issue Date2022-08 View12

Towards Self-Supervised Learning for Image Restoration File File

Thesis Issue Date2022-02 View12

Interactive and Intelligent Visualization of 3D Biomedical Image Data for Comparative Analysis File File

Thesis Issue Date2022-02 View9

Secure Fully Homomorphic Authenticated Encryption File File

Thesis Issue Date2022-02 View7

On the Economics Effects of CDN Interconnections for Content Delivery File File

Thesis Issue Date2022-02 View9

IO Optimization Techniques for Disk-based Graph Engines File File

Thesis Issue Date2021-08 View30

Empowering Storage Systems with Lightweight Critical Path via Persistent Memory File File

Thesis Issue Date2021-08 View5

Efficient Distributed DNN Training through Resource-Aware Hybrid Parallelism File File

Thesis Issue Date2021-08 View9

Dynamic Use of Persistent Memory as Storage and Memory for Improved Resource Utilization File File

Thesis Issue Date2021-08 View11

Realistic Microscopy Image Translation using Multi-Task Learning and Structure-Aware Constraints for Label-Free High-Content Screening File File

Lee, GyuHyunLee

Thesis Issue Date2021-02 View12

Low-Cost Deep Convolutional Neural Network Acceleration with Stochastic Computing and Quantization File File

Thesis Issue Date2021-02 View9

PROBABILISTIC MODEL DISCOVERY RELATIONAL LEARNING AND SCALABLE INFERENCE File File

Thesis Issue Date2021-02 View10

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