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Dissertations from 2018

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Micromagnetic Modeling of Thin Film Segmented Medium for Microwave-Assisted Magnetic Recording, Xiaoyu Bai

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Robust Pose Invariant Face Recognition Using 3D Thin Plate Spline Spatial Transformer Networks, Chandrasekhar Bhagavatula

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Spatiotemporal Relationship Aided Field Estimation & Route Planning for Large Scale Mobile Cyber Physical Systems, Xinlei Chen

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System Support for Intermittent Computing, Alexei Colin

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Fairness and Privacy Violations in Black-Box Personalization Systems: Detection and Defenses, Amit Datta

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Development, Optimization, and Integration of Inline Phase-Change Switches for Reconfigurable RF Systems, Nabil A. El-Hinnawy

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High Dynamic Range CMOS-MEMS Capacitive Accelerometer Array with Drift Compensation, Metin G. Guney

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Distributed Optimization in Electric Power Systems: Partitioning, Communications, and Synchronization, Junyao Guo

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Advantages and Risks of Sensing for Cyber-Physical Security, Jun Han

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Unconstrained Periocular Face Recognition: From Reconstructive Dictionary Learning to Generative Deep Learning and Beyond, Felix Juefei-Xu

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Optimal Graph Filter Design for Large-Scale Random Networks, Stephen M. Kruzick

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Contextual Recurrent Level Set Networks and Recurrent Residual Networks for Semantic Labeling, Ngan Thi Hoang Le

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Design, Fabrication, and Characterization of Monolithically Integrated Acoustic and Photonic Devices on Lithium Niobate Over Insulator (LNOI) Platform, Mohamad Mahmoud

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Principal Network Analysis, Jonathan B. Mei

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Diagnosing User-Visible Performance Problems in Production High-Density Wi-Fi Networks, Nathan D. Mickulicz

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A Logic Test Chip for Optimal Test and Diagnosis, Benjamin T. Niewenhuis

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Indoor Human Information Acquisition from Physical Vibrations, Shijia Pan

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Aerial Multi-hop Sensor Networks, Luis Ramos Pinto

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Inter-Area Communication in the Brain: a Population-Level Approach, João D. Semedo

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Design Techniques for Frequency Reconfigurability in Multi-Standard RF Transceivers, Rahul Singh

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Privacy Preserving Information Sharing in Modern and Emerging Platforms, Yuan Tian

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Discriminative Optimization: Theory and Applications to Computer Vision, Jayakorn Vongkulbhisal

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Investigation of Modulation Methods to Synthesize High Performance Resonator-Based RF MEMS Components, Changting Xu

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Deep Understanding of Urban Mobility from CityscapeWebcams, Shanghang Zhang

Dissertations from 2017

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Techniques for Shared Resource Management in Systems with Throughput Processors, Rachata Ausavarungnirun

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On-Chip Diagnosis of Generalized Delay Failures using Compact Fault Dictionaries, Matthew Layne Beckler

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The Forge-and-Lose Technique and Other Contributions to Secure Two-Party Computation with Commitments, Luís T.A.N. Brandão

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Heterogeneous Integration of AlN MEMS Contour-Mode Resonators and CMOS Circuits, Enes Calayir

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Exploiting Application Characteristics for Efficient System Support of Data-Parallel Machine Learning, Henggang Cui

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Graphene Devices for Beyond-CMOS Heterogeneous Integration, Mohamed Darwish

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Adaptive Distributed Caching for Scalable Machine Learning Services, Utsav Drolia

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Reasoning about Stateful Network Behaviors, Seyed Kevah Fayaz

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Improved Trajectory Planning for On-Road Self-Driving Vehicles Via Combined Graph Search, Optimization & Topology Analysis, Tianyu Gu

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Design Techniques for Low Spur Wide Tuning All-Digital Millimeter-Wave Frequency Synthesizers, Ahmed Hussein

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Building Efficient Neuromorphic Networks in Hardware with Mixed Signal Techniques and Emerging Technologies, Thomas C. Jackson

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Ultrasonic Ranging and Indoor Localization for Mobile Devices, Patrick J.E. Lazik

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SAR ADCs Design and Calibration in Nano-scaled Technologies, Shaolong Liu

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Parylene-C Neural Probes with Nanolaminate-sealed and Protruding Electrodes, and In Situ Microactuation, Xiao Chuan Ong

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Transport Transforms and Its Application to Demultiplexing Orbital Angular Momentum Beams, Se Rim Park

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Collaborative Communication Interruption Management System (C-CIMS): Modeling Interruption Timings via Prosodic and Topic Modelling for Human-Machine Teams, Nia S. Peters

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Multi-layered Energy Conversion and Frequency Control in Complex Electric Power Systems, Nipun Popli

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Approaches to the Design and Implementation of Roadside Units in Vehicular Networks, Andre Braga Reis

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Sustainable Software Development: Evolving Extreme Programming, Todd Sedano

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Improving the Design and Use of Correlation Filters in Visual Tracking, Stephen A. Siena

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Myopic Best-Response Learning in Large-Scale Games, Brian Woodbury Swenson

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A Systematic Approach for Obtaining Performance on Matrix-Like Operations, Richard Michael Veras

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QoE Based Management and Control for Large-Scale VoD System in the Cloud, Chen Wang

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Behavior-Based Probabilistic User Identification Through Passive Sensing, Xiao Wang

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Autonomous Vehicle Social Behavior for Highway Driving, Junqing Wei

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Self-healing Narrowband MEMS Filter Design for RF Receivers, Jinglin Xu

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Study of the Crystallization Dynamics and Threshold Voltage of Phase Change Materials for Use in Reconfigurable RF Switches and Non-volatile Memories, Min Xu

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Learning Structured and Deep Representations for Traffc Scene Understanding, Zhiding Yu

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Approaches to Enable Demand Response by Industrial Loads for Ancillary Services Provision, Xiao Zhang

Dissertations from 2016

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High Power High Energy Ytterbium-doped Fiber Amplifier System, Jinxu Bai

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Distributed Control for Wind Farm Power Output Stabilization and Regulation, Stefanos Baros

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End-to-End Speech Recognition Models, William Chan

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Data Science with Graphs: A Signal Processing Perspective, Siheng Chen

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Distributed Linear Filtering and Prediction of Time-varying Random Fields, Subhro Das

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Integrated Approach to Dynamic and Distributed Cloud Data Center Management, Tiago Filipe Rodrigues de Carvalho

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Graph Signal Processing: Structure and Scalability to Massive Data Sets, Joya A. Deri

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Information Extraction from Undersampled and Asynchronous Vehicle Sensor Data, Andrew S. Fox

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System Infrastructure for Mobile-Cloud Convergence, Kiryong Ha

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L10-Ordered Thin Films with High Perpendicular Magnetic Anisotropy for STT-MRAM Applications, Efrem Yuan-Fu Huang

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Self-Assembling Decentralized Control Constructs for Large-Scale Variably-Interconnected Systems, Corey A. Ippolito

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Reconfigurable Radio Frequency (RF) Front-end and its Fast Optimization for Adapting to Dynamic Communication Environments, Minhee Jun

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Handling Large-Scale Link-Flooding Attacks in the Internet, Min Suk Kang

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Wide-Band Multi-Mode Voltage Tuning Oscillators utilizing Phase-Change Switches, Ahmad B. Khairi

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Towards Predictable Real-Time Performance on Multi-Core Platforms, Hyoseung Kim

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Writing on Dirty Memory, Yongjune Kim

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Storage Physics and Noise Mechanism in Heat-Assisted Magnetic Recording, Hai Li

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Probabilistic-Cost Enforcement of Security Policies in Distributed Systems, Ioannis Mallios

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Distributed Computational Methods for Energy Management in Smart Grids, Javad Mohammadi

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A Prediction and Decision Framework for Energy Management in Smart Buildings, Chaitanya Poolla

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Considerate Systems, Rahul Rajan

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Improving the Performance and Understanding of the Expectation Maximization Algorithm: Evolutionary and Visualization Methods, Priya Krishnan Sundararajan

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Prescriptive Safety-Checks through Automated Proofs for Control-Flow Integrity, Jiaqi Tan

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Scheduling with Space-Time Soft Constraints In Heterogeneous Cloud Datacenters, Alexey Tumanov

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Piezoelectric Ribbons for Stretchable Energy Harvesting, You Liang Lionel Wong

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Physically-Aware Diagnostic Resolution Enhancement for Digital Circuits, Yang Xue

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Online Deduplication for Distributed Databases, Lianghong Xu

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Ultra-Compact Grating-Based Monolithic Optical Pulse Compressor for Laser Amplifier Systems, Chang Yang

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Resource Allocation in Smart Infrastructure: Case Studies in Video Delivery and Electric Power Networks, Xiaoqi Yin

Dissertations from 2015

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Co-operative Driving at Intersections using Vehicular Networks and Vehicle-Resident Sensing, Reza Azimi

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Internet Outages, the Eyewitness Accounts: Analysis of the Outages Mailing List, Ritwik Banerjee, Abbas Razaghpanah, Luis Chiang, Akassh Mishra, Vyas Sekar, Yejin Choi, and Phillipa Gill

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Fast Algorithm for Neural Network Reconstruction, Sean Bittner, Siheng Chen, and Jelena Kovacevic

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Robust State Fusers Over Long-Haul Sensor Networks With Applications to Target Tracking, Katharine Brigham

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KLOTSKI: Reprioritizing Web Content to Improve User Experience on Mobile Devices, Michael Butkiewicz, Daimeng Wang, Zhe Wu, Harsha V. Madhyastha, and Vyas Sekar

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Unifying Low-Rank Models for Visual Learning, Ricardo da Silveira Cabral

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Read Disturb Errors in MLC NAND Flash Memory: Characterization, Mitigation, and Recovery, Yu Cai, Yixin Luo, Saugata Ghose, Erich F. Haratsch, Ken Mai, and Onur Mutlu

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Data Retention in MLC NAND Flash Memory: Characterization, Optimization, and Recovery, Yu Cai, Yixin Luo, Erich F. Haratsch, Ken Mai, and Onur Mutlu

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Comparative Evaluation of FPGA and ASIC Implementations of Bufferless and Buffered Routing Algorithms for On-Chip Networks, Yu Cai, Ken Mai, and Onur Mutlu

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FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared, Huaijin Chen, M. Salman Asif, Aswin C. Sankaranarayanan, and Ashok Veeraraghavan

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Distributed Algorithm for Graph Signal Inpainting, Siheng Chen, Aliaksei Sandryhaila, and Jelena Kovacevic

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Signal Recovery on Graphs: Variation Minimization, Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, and Jelena Kovacevic

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Discrete Signal Processing on Graphs: Sampling Theory, Siheng Chen, Rohan Varma, Aliaksei Sandryhaila, and Jelena Kovacevic

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Signal Recovery on Graphs: Random versus Experimentally Designed Sampling, Siheng Chen, Rohan Varma, Aarti Singh, and Jelena Kovacevic

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Dynamic Attack Detection in Cyber-Physical Systems with Side Initial State Information, Yuan Chen, Soummya Kar, and José M. F. Moura

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The Sample Stream Abstraction for Coordinated Energy-efficient Access to Peripheral Devices, Alexei Colin and Ragunathan (Raj) Rajkumar

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Bohatei: Flexible and Elastic DDoS Defense, Seyed K. Fayaz, Yoshiaki Tobioka, and Vyas Sekar

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C3: Internet-Scale Control Plane for Video Quality Optimization, Aditya Ganjam, Junchen Jiang, Xi Liu, Vyas Sekar, Faisal Siddiqi, Ion Stoica, Jibin Zhan, and Hui Zhang