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Author:

Johnson, Jacob

Title:

Power Efficiency and Scaling of the Cell Broadband Engine

Graduate Program:

Computer Science and Engineering

Keywords:

memory bottleneck
power efficiency
Littles Law
Cell processor
chip multiprocessor

File:

Download jcjohnson_thesis.pdf

Committee Members:

Padma Raghavan, Thesis Advisor/Co-Advisor
Padma Raghavan, Thesis Advisor/Co-Advisor
Sanjukta Bhowmick, Thesis Advisor/Co-Advisor

Author:

Kalagi, Vishwas

Title:

CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Learning Recommendation Models
hyperthreading
colocation
CPU
Inference
compute intensive
memory intensive
memory bottleneck

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member