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Open Access

Author:: Booth, Joshua Dennis
Title:: Improving Performance and Energy of Parallel Sparse Computations through Hybrid Linear Solvers and Model-driven Optimization
Graduate Program:: Computer Science and Engineering
Keywords:: Numerical
Sparse
Linear Solvers
High Performance Computing
Model-Driven
Energy Aware
Hybrid Solvers
Irregular Problems
File:: Download Booth-ThesisMain-V3.pdf
Committee Members:: Padma Raghavan, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member
Christopher J Duffy, Special Member

Open Access

Author:: Kirmani, Shad
Title:: EXPLOITING GRAPH EMBEDDING FOR PARALLELISM AND PERFORMANCE
Graduate Program:: Computer Science and Engineering
Keywords:: Parallel computing
graph partitioning
topology
graphs
File:: Download ShadKirmani-Dissertation-2.pdf
Committee Members:: Padma Raghavan, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Mahmut Taylan Kandemir, Committee Member
Christopher J Duffy, Committee Member

Open Access

Author:: Park, Jeonghyung
Title:: Reuse distance models for accelerating scientific computing workloads on multicore processors
Graduate Program:: Computer Science and Engineering
Keywords:: high performance computing
scientific computing
parallel computing
performance optimization
File:: Download Jeong-Dissertation.pdf
Committee Members:: Padma Raghavan, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member
Christopher J Duffy, Committee Member

Open Access

Author:: Slota, George Michael
Title:: Irregular Graph Algorithms on Modern Multicore, Manycore, and Distributed Processing Systems
Graduate Program:: Computer Science and Engineering
Keywords:: graph mining
high performance computing
graph partitioning
subgraph isomorphism
File:: Download slota-thesis.pdf
Committee Members:: Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Wang Chien Lee, Committee Member
Soundar Kumara, Committee Member
Sivasankaran Rajamanickam, Special Member

Open Access

Author:: Kotra, Jagadish Babu
Title:: HARDWARE SOFTWARE CO-DESIGN FOR OPTIMIZING MEMORY HIERARCHY IN MANY-CORE AND MULTI-SOCKET SYSTEMS
Graduate Program:: Computer Science and Engineering
Keywords:: Hardware-software co-design
memory hierarchy
manycore processors
memory
caches
File:: Download Jagadish-Dissertation.pdf
Committee Members:: Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Kamesh Madduri, Committee Member
Dinghao Wu, Outside Member

Open Access

Author:: Kislal, Orhan Memduh
Title:: Hardware-Aware Computation Reorganization for Memory Intensive Applications
Graduate Program:: Computer Science and Engineering
Keywords:: memory
performance
compiler
approximate computing
File:: Download omk_diss_submit.pdf
Committee Members:: Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
John Morgan Sampson, Committee Member
Conrad S Tucker, Outside Member

Open Access

Author:: Rengasamy, Vasudevan
Title:: Engineering high performance workflows for end-to-end acceleration of genomic applications
Graduate Program:: Computer Science and Engineering
Keywords:: Variant detection
Metagenome assembly
Word2Vec
High performance computing
File:: Download vasudevan-dissertation.pdf
Committee Members:: Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Paul Medvedev, Committee Member
Santhosh Girirajan, Outside Member
Wang-Chien Lee, Committee Member

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:: 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

Restricted (Penn State Only)

Author:: Kalagi, Vishwas
Title:: CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Deep Learning Recommendation Models
hyperthreading
colocation
CPU
Inference
compute intensive
memory intensive
memory bottleneck
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member

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