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Open Access

Author:: Jiang, Xiaoxuan
Title:: IntegratedRecognition: A Theoretically More Efficient Approach to Cached Music Recognition
Graduate Program:: Computer Science and Engineering
Keywords:: Integrated Music Recognition
Locality Recognition
File:: Download Thesis_Final__3.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor

Open Access

Author:: Motaman, Seyedhamidreza
Title:: LOW POWER, SECURE AND ROBUST DESIGNS OF NON-VOLATILE MEMORIES
Graduate Program:: Computer Science and Engineering
Keywords:: STTRAM
Sense Margin
MTJ
Slope Sensing
Process Variation
Voltage Boosting
Voltage Feedback
Self-Reference
Destructive Sensing
Domain wall memory
shift power
cache segregation
dynamic shift current modulation
dynamic write current modulation
cross-layer design
synergistic systems
Dynamic shift current modulation
Dynamic write current modulation
Variation tolerant design
Resistive RAM
computing in memory
Crossbar Array.
Data security
magnetic attack
cache bypass
checkpointing.
File:: Download Dissertation_v13_f1.pdf
Committee Members:: Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Swaroop Ghosh, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Mehdi Kiani, Committee Member
Saptarshi Das, Outside Member

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:: Shah, Shail Paragbhai
Title:: CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS
Graduate Program:: Computer Science and Engineering
Keywords:: Resource Allocation
last level caches
characterization
memory bandwidth
auction mechanism
game theory
File:: Download Shail_thesis.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

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:: 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

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