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2. INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD

open_access
Open Access
Author:
Kumar, Pramod
Title:
INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD
Graduate Program:
Computer Science and Engineering
Keywords:
ML Inference system
Machine learning in public cloud
Machine-learning-as-a-service (MLaaS)
Inference
Serving
Batching
Cloud
Serverless
Service Level Objective (SLO)
Cost-effective
Optimization
Modeling
Prediction
Machine learning inference
File:
Download Pramod_Kumar_Thesis.pdf
Committee Members:
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

3. Design Trade-off for Cloud Storage

restricted_to_institution
Restricted (Penn State Only)
Author:
Shahidi, Narges
Title:
Design Trade-off for Cloud Storage
Graduate Program:
Computer Science and Engineering
Keywords:
Cloud
Cloud Storage
Storage Design
Cloud Storage Design
Serverless
SSD
NAND Flash Memories
Serverless Computing
Cloud Computing
Solid State Drives
File:
Login to Download
Committee Members:
George Kesidis, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair