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Start Over Year 2021 Committee Member Chitaranjan Das

1. Optimization of Inter-Cache Traffic Entanglement in Tagless Caches with Tiling Opportunities

open_access
Open Access
Author:
Thirucherai Govindarajan, Hariram
Title:
Optimization of Inter-Cache Traffic Entanglement in Tagless Caches with Tiling Opportunities
Graduate Program:
Computer Science and Engineering
Keywords:
Tagless cache
File:
Download Hariram_Masters_Thesis.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

2. Building a Secure and Privacy-Preserving Smart Camera System

open_access
Open Access
Author:
Beugin, Yohan
Title:
Building a Secure and Privacy-Preserving Smart Camera System
Graduate Program:
Computer Science and Engineering
Keywords:
smart camera system
privacy-preserving
security
secure and authenticated pairing
key tree
encryption
File:
Download Building_a_Secure_and_Privacy_Preserving_Smart_Camera_System.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Gang Tan, Committee Member
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

4. A developer-centric analysis framework for programmable accelerators

open_access
Open Access
Author:
Imran, Muhammad Talha
Title:
A developer-centric analysis framework for programmable accelerators
Graduate Program:
Computer Science and Engineering
Keywords:
hardware/software co-design
programmable accelerators
File:
Download ms_thesis_talha-v2.pdf
Committee Members:
Aasheesh Kolli, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

7. Modelling Parkinson's Progression using Naturally Spoken Language Features

open_access
Open Access
Author:
Nagarapu, Murali Nandan
Title:
Modelling Parkinson's Progression using Naturally Spoken Language Features
Graduate Program:
Computer Science and Engineering
Keywords:
Parkinson's Disease
Speech Features
Early Prediction
Progression modeling
File:
Download Murali_Nandan_Thesis_-_Thesis.pdf
Committee Members:
Mahanth Gowda, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

8. Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN

open_access
Open Access
Author:
Nambiar, Namitha
Title:
Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN
Graduate Program:
Computer Science and Engineering
Keywords:
SDN
Dos Attack
Attack Resilience
Cache Replacement Policy
File:
Download Namitha_Nambiar.pdf
Committee Members:
Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Chitaranjan Das, Program Head/Chair

9. Efficient Few-Shot Learning For Named Entity Recognition

open_access
Open Access
Author:
Akiti, Chandan
Title:
Efficient Few-Shot Learning For Named Entity Recognition
Graduate Program:
Computer Science
Keywords:
Named Entity Recognition
Few-Shot Learning
Zero-Shot Learning
Language Models
Low-Resource Learning
Meta-Learning
File:
Download Thesis_FSL.pdf
Committee Members:
Rui Zhang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member
C Lee Giles, Committee Member

11. Towards Designing Accurate Detection Methods for Emerging Cyber Threats

open_access
Open Access
Author:
Yuan, Lun Pin
Title:
Towards Designing Accurate Detection Methods for Emerging Cyber Threats
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Anomaly Detection
Cybersecurity
Machine Learning
Deep Learning
Cyberthreats
Malware
File:
Download lunpin_dissertation.pdf
Committee Members:
Peng Liu, Co-Chair of Committee
G. Tan, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

12. Scientific Document Figure Extraction, Clustering and Classification

open_access
Open Access
Author:
Karishma, Zeba
Title:
Scientific Document Figure Extraction, Clustering and Classification
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
scientific document figures
figure extraction
scientific figures
ACL
File:
Download Zeba_Karishma_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Jian Wu, Special Signatory

14. Performance and Lifetime Management Strategies for High-density 3D NAND Flash Storage

open_access
Open Access
Author:
Liu, Chun Yi
Title:
Performance and Lifetime Management Strategies for High-density 3D NAND Flash Storage
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
3D NAND flash
3D NAND SSD
Garbage Collection
SSD characterization
SSD management
Write amplification
File:
Download Chun-Yi.pdf
Committee Members:
Chitaranjan Das, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Prasenjit Mitra, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

15. Evaluating the Attack Surface of Control Flow Integrity

open_access
Open Access
Author:
Zeng, Dongrui
Title:
Evaluating the Attack Surface of Control Flow Integrity
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Control Flow Integrity
Security Evaluation
Binary Analysis
Control Flow Graph
Type Inference
Attack Surface
File:
Download DZ_Dissertation_Final.pdf
Committee Members:
Trent Jaeger, Major Field Member
Peng Liu, Outside Unit & Field Member
G. Tan, Chair & Dissertation Advisor
Sencun Zhu, Major Field Member
Ben Niu, Special Member
Chitaranjan Das, Program Head/Chair

16. Implementation and Evaluation of Reconfiguration Protocol for Linearizable Distributed Key-Value Data Store

open_access
Open Access
Author:
Bhattar, Rohit
Title:
Implementation and Evaluation of Reconfiguration Protocol for Linearizable Distributed Key-Value Data Store
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Linearizable
Distributed
Distributed System
Strong Consistency
Atomiticity
Reconfiguration
File:
Download RohitBhattar_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Member

17. Security and privacy solutions for camera and camera based authentication

open_access
Open Access
Author:
Sun, Yuanyi
Title:
Security and privacy solutions for camera and camera based authentication
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Two factor authentication
Mobile cameras
Privacy protection
Privacy-Preserving Publishing
File:
Download Yuanyi_Sun_Dissertation.pdf
Committee Members:
George Kesidis, Major Field Member
Mahanth Gowda, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Zhen Lei, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

18. Maximizing Resource Efficiency for Next Generation Cloud Platforms

open_access
Open Access
Author:
Gunasekaran, Jashwant Raj
Title:
Maximizing Resource Efficiency for Next Generation Cloud Platforms
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
cloud
datacenter
performance
cost
File:
Download Jashwant_Dissertation.pdf
Committee Members:
Chitaranjan Das, Co-Chair & Dissertation Advisor
George Kesidis, Major Field Member
Mahmut Kandemir, Co-Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Anton Nekrutenko, Outside Unit & Field Member
Bikash Sharma, Special Member
Chitaranjan Das, Program Head/Chair

19. Analysis of Text to Identify, Represent and Group Distinct Propositions

open_access
Open Access
Author:
Gao, Yanjun
Title:
Analysis of Text to Identify, Represent and Group Distinct Propositions
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
natural language processing
text analysis
deep learning
computational linguistics
artificial intelligence
File:
Download Yanjun_Thesis__5_.pdf
Committee Members:
Paul Medvedev, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Kenneth Huang, Outside Unit & Field Member

20. An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

open_access
Open Access
Author:
Zare, Maryam
Title:
An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication
File:
Download MaryamZare_Dissertation_Penn_State_University.pdf
Committee Members:
Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

21. Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data

open_access
Open Access
Author:
Hsieh, Tsung Yu
Title:
Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Explainable Machine Learning
Time Series Learning
Deep Neural Networks
Attention Networks
Functional Data Analysis
Causal Inference
File:
Download Dissertation-TsungYuHsieh.pdf
Committee Members:
David Miller, Major Field Member
Wang-Chien Lee, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Matthew Reimherr, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

22. Laboratory Earthquake Prediction using Deep Learning

open_access
Open Access
Author:
Girkar, Vrushali Sanjay
Title:
Laboratory Earthquake Prediction using Deep Learning
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Deep Learning
Earthquake Prediction
Time-Series Prediction
Supervised Regression Problem
Automatic Feature Extraction
File:
Download Vrushali_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

23. Data Reduction for Communication-efficient Machine Learning

open_access
Open Access
Author:
Lu, Hanlin
Title:
Data Reduction for Communication-efficient Machine Learning
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
distributed machine learning
coreset
distributed k-means
quantization
dimensionality reduction
edge-based machine learning
File:
Download Hanlin_Lu_dissertation.pdf
Committee Members:
Vijaykrishnan Narayanan, Major Field Member
Lingzhou Xue, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair

24. Automatic Summarization and Slide Generation for Scientific Papers

open_access
Open Access
Author:
Sefid, Athar
Title:
Automatic Summarization and Slide Generation for Scientific Papers
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Automatic Summarization
Automatic Slide Generation
Text Mining
Machine Learning
Natural Language Processing
File:
Download Athar_Sefid_PhD_Thesis.pdf
Committee Members:
Chris McComb, Outside Unit & Field Member
C Lee Giles, Chair & Dissertation Advisor
Jesse Barlow, Major Field Member
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

25. Understanding and Predicting Retractions of Published Works

open_access
Open Access
Author:
Modukuri, Sai Ajay
Title:
Understanding and Predicting Retractions of Published Works
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Reproducibility
Psychology
File:
Download Thesis_retraction_classifier-5.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

26. An Exploration into the Security Viability of RISC-V Systems and Supply Chain

open_access
Open Access
Author:
De, Asmit
Title:
An Exploration into the Security Viability of RISC-V Systems and Supply Chain
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
RISC-V
Hardware Security
Systems Security
Supply Chain Vulnerability
Memory Corruption Vulnerabillity
Hardware Trojan
System-on-chip
File:
Download Thesis_final_AD.pdf
Committee Members:
Trent Jaeger, Major Field Member
Peng Liu, Outside Unit & Field Member
Swaroop Ghosh, Chair & Dissertation Advisor
John Sampson, Major Field Member
Chitaranjan Das, Program Head/Chair

29. Story Generation using Hierarchical Convolutional Networks

open_access
Open Access
Author:
Naphade, Saniya
Title:
Story Generation using Hierarchical Convolutional Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
story generation
convolutional networks
hierarchical text generation
fusion mechanism
File:
Download SaniyaNaphade_CSE_MastersThesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao Huang, Thesis Advisor/Co-Advisor

31. Design of a Vision Based Assistive System for Visually Impaired Persons

open_access
Open Access
Author:
Zientara, Peter
Title:
Design of a Vision Based Assistive System for Visually Impaired Persons
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
FPGA
Visually Impaired
Assistive System
Distributed
Heterogenous
Computer Vision
Grocery
CNN
DCNN
File:
Download peter_z_thesis.pdf
Committee Members:
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

32. Efficient Service Deployment on Public Cloud: A Cost, Performance, and Security Perspective

open_access
Open Access
Author:
Fatahi Baarzi, Ataollah
Title:
Efficient Service Deployment on Public Cloud: A Cost, Performance, and Security Perspective
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Cloud Computing
Resource Management
Service Deployment
File:
Download AtaFatahiThesis.pdf
Committee Members:
George Kesidis, Chair & Dissertation Advisor
Timothy Zhu, Major Field Member
Mahmut Kandemir, Major Field Member
Uday Shanbhag, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

34. Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network

open_access
Open Access
Author:
Thirusangu, Niranjan
Title:
Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
semantic segmentation
breast ultrasound image
u-net
densenet
mask r-cnn
attention gate
breast cancer diagnosis
File:
Download Thesis_NiranjanThirusangu.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

36. Comprehensive Photographic Composition Assistance through Meaningful Exemplars

open_access
Open Access
Author:
Farhat, Farshid
Title:
Comprehensive Photographic Composition Assistance through Meaningful Exemplars
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
image aesthetics
deep learning
image retrieval
recommender system
File:
Download Farshid_PSU_Thesis.pdf
Committee Members:
James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair

37. LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding

open_access
Open Access
Author:
Zare, Hamidreza
Title:
LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
geo-distributed datastore
linearizable datastore
Cost-efficient
Reconfiguration
File:
Download Hamidreza_Thesis.pdf
Committee Members:
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

38. Development Of A Heterogeneous Architecture Simulation Framework

open_access
Open Access
Author:
Mohapatra, Sampad
Title:
Development Of A Heterogeneous Architecture Simulation Framework
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
simulator
gem5
heterogeneous
architecture
CPU
GPU
File:
Download Sampad_Mohapatra_MS_Thesis.pdf
Committee Members:
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

39. Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices

open_access
Open Access
Author:
Choi, Wonil
Title:
Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices
Graduate Program:
Computer Science and Engineering
Keywords:
NAND Flash
Device Lifetime
Memory Coding
File:
Download Wonil_Dissertation_Final.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

40. Detecting and Mitigating Cache-Based Side-Channels

open_access
Open Access
Author:
Brotzman-Smith, Robert
Title:
Detecting and Mitigating Cache-Based Side-Channels
Graduate Program:
Computer Science and Engineering
Keywords:
side-channel
cache
static analysis
mitigation
File:
Download Robert_Brotzman_Dissertation.pdf
Committee Members:
Gang Tan, Dissertation Advisor/Co-Advisor
Gang Tan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Dinghao Wu, Outside Member
Danfeng Zhang, Committee Chair/Co-Chair
Danfeng Zhang, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

41. Adversarial Attacks and Representation Learning for Graph-structured Data

open_access
Open Access
Author:
Sun, Yiwei
Title:
Adversarial Attacks and Representation Learning for Graph-structured Data
Graduate Program:
Computer Science and Engineering
Keywords:
Adversarial Attacks
Graph Mining
Graph Representation Learning
File:
Download YiweiSunThesis_update.pdf
Committee Members:
Vasant Gajanan Honavar, Dissertation Advisor/Co-Advisor
Suhang Wang, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Soundar Rajan Tirupatikumara, Outside Member
Chitaranjan Das, Program Head/Chair
Vasant Gajanan Honavar, Committee Chair/Co-Chair

42. Automatic Generation of Floorplans using Generative Adversarial Networks

open_access
Open Access
Author:
Galiveeti, Sneha Suhitha
Title:
Automatic Generation of Floorplans using Generative Adversarial Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
GAN
Image Synthesis Problem
Floorplan Generation
File:
Download Sneha_Suhitha_Galiveeti_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

43. Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

open_access
Open Access
Author:
Prathipati, Sumedha
Title:
Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)
File:
Download Thesis_Sumedha.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

44. Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks

open_access
Open Access
Author:
Liang, Ke
Title:
Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Programming Language
Machine Learning
Link Prediction
Graph Neural Networks
Aliasing and Buffer Size Relationship
Code Analysis
File:
Download Liang_Ke_Thesis__1_.pdf
Committee Members:
Gang Tan, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

47. Availability of Privacy Policies and Terms of Service Agreements on the Web

open_access
Open Access
Author:
Nurani Sundareswara, Soundarya
Title:
Availability of Privacy Policies and Terms of Service Agreements on the Web
Graduate Program:
Computer Science and Engineering
Keywords:
Privacy Policy
Terms of Service
Topic Modeling
Availability
Corpus
File:
Download Masters_Thesis___Soundarya.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Shomir Wilson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Arzoo Katiyar, Committee Member

48. Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX

open_access
Open Access
Author:
Keesara, Sai Raghav
Title:
Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX
Graduate Program:
Computer Science and Engineering
Keywords:
Information Retrieval
Information Extraction
Digital Libraries
Search Engine
Scalability
Academic Libraries
Elasticsearch
File:
Download Keesara_Thesis_May2021.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Jian Wu, Special Signatory
Chitaranjan Das, Program Head/Chair

49. 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