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Open Access

Author:: Kayiran, Onur
Title:: Parallelism-aware Resource Management Techniques for Many-core Architectures
Graduate Program:: Computer Science and Engineering
Keywords:: GPU
GPGPU
architecture
many-core
throughput
warp
wavefront
scheduling
TLP
thread
parallelism
CTA
heterogeneous
File:: Download dissertation.pdf
Committee Members:: Chitaranjan Das, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Yuan Xie, Committee Member
Kenneth Jenkins, Committee Member
Onur Mutlu, Special Member

Open Access

Author:: Farhat, Farshid
Title:: Stochastic Modeling and Optimization of Stragglers in Mapreduce Framework
Graduate Program:: Computer Science and Engineering
Keywords:: MapReduce
Stochastic Modeling
Optimal Scheduling
Performance Evaluation
Queuing Theory.
File:: Download ms_thesis_mrmo_v21.pdf
Committee Members:: Anand Sivasubramaniam, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor

Open Access

Author:: Elyasi, Nima
Title:: EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS
Graduate Program:: Computer Science and Engineering
Keywords:: Solid State Drive (SSD)
Scheduling
Data Replication
Tail Latency
Parallelism
Performance
File:: Download Nima_Thesis.pdf
Committee Members:: Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Qian Wang, Outside Member
Changho Choi, Special 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:: 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:: Zhang, Haibo
Title:: Optimizing Video Processing for Next-Generation Mobile Platforms
Graduate Program:: Computer Science and Engineering
Keywords:: Mobile Platform
Video Processing
Memory
Caching
File:: Download HaiboZhang-Dissertation.pdf
Committee Members:: Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Dinghao Wu, Outside Member
Anand Sivasubramaniam, Committee Chair/Co-Chair
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Fan, Mengran
Title:: Accelerate the docking application on heterogeneous computing system
Graduate Program:: Computer Science and Engineering
Keywords:: GPU architecture
Molecular docking
File:: Download MengranFan_Master_Thesis.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Govindaraj, Vineetha
Title:: PowerPrep : A power management technique for user-facing datacenter workloads
Graduate Program:: Computer Science and Engineering
Keywords:: Datacenter workloads
computer architecture
File:: Download POWERPREP__A_POWER_MANAGEMENT_PROPOSAL_FOR_USER_FACING_DATACENTER_WORKLOAD__2_.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Open Access

Author:: Chatterjee, Bodhisatwa
Title:: Optimization of Modern Compilers using Approximate Computing
Graduate Program:: Computer Science and Engineering
Keywords:: Compiler Optimization
Approximate Computing
Dependencies
Parallelization
File:: Download Bodhi_Thesis_Final.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Committee Member

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