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Open Access

Author:: Jain, Aman
Title:: SplitServe: Efficiently splitting complex workloads over IaaS and FaaS
Graduate Program:: Computer Science and Engineering
Keywords:: Public Cloud Computing
Distributed Computing
File:: Download MS_Thesis.pdf
Committee Members:: Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member

Open Access

Author:: Tang, Xulong
Title:: Irregularity-aware Computation and Data Management in Manycore Systems
Graduate Program:: Computer Science and Engineering
Keywords:: GPGPUs
Manycore architecture
Data locality
Irregular applications
File:: Download PHD_thesis_Xulong.pdf
Committee Members:: Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chita R. Das, Committee Member
John (Jack) Sampson, Committee Member
Dinghao Wu, Outside Member

Open Access

Author:: Mahmood, Navid
Title:: APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES
Graduate Program:: Computer Science and Engineering
Keywords:: Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning
File:: Download Thesis.pdf
Committee Members:: Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Open Access

Author:: Rengasamy, Prasanna Venkatesh
Title:: Tackling the computation and memory needs of interactive workloads on next generation platforms
Graduate Program:: Computer Science and Engineering
Keywords:: CPU
Memory
Mobile
SoCs
GPGPU
ML
Feature Importance
Criticality
User Interactive
LOST
Load-to-Store
Accelerators
Energy
File:: Download PrasannaThesis.pdf
Committee Members:: Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Pattnaik, Ashutosh
Title:: Be(-A)ware of Data Movement: Optimizing Throughput Processors For Efficient Computations
Graduate Program:: Computer Science and Engineering
Keywords:: GPUs
Throughput Processors
Compute Scheduling
Near Data Computing
Processing In Memory
File:: Download AshutoshPattnaik-Dissertation.pdf
Committee Members:: Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Prasenjit Mitra, Outside Member
Aniruddha Vaidya, Special Member
Asit Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor

Open Access

Author:: Hsu, Ting Yao
Title:: AUTOMATED VISUAL STORYTELLING POST-EDITING
Graduate Program:: Computer Science and Engineering
Keywords:: vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning
File:: Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf
Committee Members:: Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

Open Access

Author:: Choi, Jinhang
Title:: Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures
Graduate Program:: Computer Science and Engineering
Keywords:: Deep Neural Networks
Design Automation
Parallel Architectures
Edge Computing
File:: Download JChoi-PhDDissertation-final.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Zihan Zhou, Outside Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Sefid, Athar
Title:: Record Linkage Between CiteSeerX and Scholarly Big Datasets
Graduate Program:: Computer Science and Engineering
Keywords:: Entity linking
Record linkage
text mining
data cleaning
File:: Download Athar_Sefid_Master_Thesis.pdf
Committee Members:: Clyde Lee Giles, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Jesse Louis Barlow, Committee Member

Open Access

Author:: Narayanan, Iyswarya
Title:: Towards maximizing the efficiency of datacenter power and server infrastructure
Graduate Program:: Computer Science and Engineering
Keywords:: datacenter
power management
resource management
capacity planning
energy storage in a datacenter
datacenters
File:: Download FinalThesis.pdf
Committee Members:: Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Hosam K. Fathy, Outside Member
Timothy Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Yoon, Eunjung
Title:: Ensuring Service Integrity in Cloud Computing
Graduate Program:: Computer Science and Engineering
Keywords:: Security
Cloud Computing
Big Data
Intrusion Recovery
Computation Integrity
MapReduce
File:: Download EunjungYoon-Dissertation.pdf
Committee Members:: Peng Liu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Gang Tan, Committee Member
Bhuvan Urgaonkar, Committee Member
Jia Li, Outside Member
Peng Liu, Committee Chair/Co-Chair
Chitaranjan Das, Program Head/Chair

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