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Restricted (Penn State Only)

Author:: Bhasi, Vivek
Title:: Adapting the Serverless Platform for Emerging Application Patterns
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Serverless Computing
Cloud Computing
Resource Management
Cost
SLO Compliance
QoS
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Chair & Dissertation Advisor
Mahmut Kandemir, Dissertation Co-Advisor
C Lee Giles, Outside Unit & Field Member
Jashwant Raj Gunasekaran, Special Member
John Sampson, Major Field Member

Open Access

Author:: Liao, Minli
Title:: Efficiently supporting and exploiting multiple concurrent views of data in the memory hierarchy
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Cache design
Symmetric memories
Crosspoint memory
2D memory access
Multi-view memory systems
Orientation prediction
Layout transformation
Cache design
Symmetric memories
Crosspoint memory
2D memory access
Multi-view memory systems
Orientation prediction
Layout transformation
File:: Download Minli_Liao_Dissertation.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Major Field Member
Linhai Song, Outside Unit & Field Member
Mahmut Kandemir, Major Field Member
John Sampson, Chair & Dissertation Advisor

Open Access

Author:: Jiang, Huaipan
Title:: Exploration of Machine Learning Based Acceleration Methodologies
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Machine learning
Acceleration
Approximation
File:: Download Exploration_of_Machine_Learning_Based_Acceleration_Methodologies.pdf
Committee Members:: Mahmut Kandemir, Chair & Dissertation Advisor
John Sampson, Major Field Member
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Restricted (Penn State Only)

Author:: Vajjiravelu Baskaran, Saambhavi
Title:: Distributed execution model for near-data accelerators
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: near-data accelerator
execution model
accelerator abstraction
accelerator interfaces
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Major Field Member
Linhai Song, Outside Unit & Field Member
Mahmut Kandemir, Major Field Member
John Sampson, Chair & Dissertation Advisor

Open Access

Author:: Ryoo, Jihyun
Title:: Architecture-Centric Bottleneck Analysis for Machine Learning and Deep Learning Applications
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Computer architecture
Architecture profiling
Machine learning
Deep learning
Analysis model
High performance computing
Manycore systems
Parallel computing
File:: Download Jihyun_Ryoo_Dissertation.pdf
Committee Members:: Kamesh Madduri, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
John Sampson, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

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