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Leveraging Emerging Hardware to Improve the Performance of Data Analytics Frameworks File

Nam, Moohyeon

Thesis Issue Date2019-02 View2
Multiverse: Mobility pattern understanding improves localization accuracy File

Abdikamalov, Beknazar

Thesis Issue Date2019-02 View6
Performance Modeling and Device Placement Technique for Parallel Training Deep Neural Networks in Heterogeneous GPU Clusters File

Kim, DoHyung

Thesis Issue Date2019-02 View5
Optimal Real-time Monitoring of an Information Source under Communication Costs File

Yun, Jihyeon

Thesis Issue Date2019-02 View2
Redesigning Transaction Processing Systems for Non-Volatile Memory File

Kim, Wookhee

Thesis Issue Date2019-02 View5
SLM-DB: Single-Level Key-Value Store with Persistent Memory File

Kaiyrakhmet, Olzhas

Thesis Issue Date2019-02 View5
Selective Preloading Optimization for Disk-based Graph Engines File

Kim, Jung Hyun

Thesis Issue Date2019-02 View5
Uncertainty-Aware Attention for Reliable Interpretation and Prediction File

Huh, Jawook

Thesis Issue Date2019-02 View7
Towards Fast and High-quality Biomedical Image Reconstruction File

Quan, Tran Minh

Thesis Issue Date2019-02 View15
VELOXDFS: ELASTIC BLOCKS IN DISTRIBUTED FILE SYSTEMS FOR BIG DATA FRAMEWORKS File

Bolea, Vicente Adolfo

Thesis Issue Date2019-02 View7
ANALYZING USER INTERACTION LOGS OF AN EDUCATIONAL VISUALIZATION SYSTEM TO UNDERSTAND HOW STUDENTS GENERATE INSIGHTS File

Mukabak, Kuatbek

Thesis Issue Date2018-08 View7
Design and Implementation of Bandwidth-aware Memory Placement and Migration Policies for Heterogeneous Memory Systems File

Yu, Seongdae

Thesis Issue Date2018-08 View8
RECONFIGURABLE SIMD MULTIPLY-AND-ACCUMULATOR AND EFFICIENT ON-CHIP TRAINING OF DEEP NEURAL NETWORKS File

Kim, Daewoo

Thesis Issue Date2018-08 View6
Sign-Magnitude Stochastic Computing File

Zhakatayev, Aidyn

Thesis Issue Date2018-08 View6
DEEP FULLY RESIDUAL CONVOLUTIONAL NEURAL NETWORK FOR SEMANTIC IMAGE SEGMENTATION File

Tousi, Ali

Thesis Issue Date2018-08 View4
FAIL-SAFE PLANNING FOR ROBOTIC SYSTEMS File

Nguyen, Dung

Thesis Issue Date2018-08 View5
DROPMAX: ADAPTIVE STOCHASTIC SOFTMAX File

Lee, Hae Beom

Thesis Issue Date2018-08 View4
An Expectation Maximization Method to Learn the Group Structure of Deep Neural Network File

Yi, Subin

Thesis Issue Date2018-02 View7
Data Locality Optimization on Resource - Shared Clusters File

Nguyen, Pham Kieu Thao

Thesis Issue Date2018-02 View5
Combined Group and Exclusive Sparsity for Deep Neural Networks File

Yoon, Jaehong

Thesis Issue Date2018-02 View5
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