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

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

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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

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

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NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings, Chinmay Hegde, Aswin C. Sankaranarayanan, Wotao Yin, and Richard G. Baraniuk

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Consensus + Innovations Approach for Distributed Multi-Agent Coordination in a Microgrid, Gabriela Hug, Soummya Kar, and Chenye Wu

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A Dictionary-based Approach for Estimating Shape and Spatially-Varying Reflectance, Zhuo Hui and Aswin C. Sankaranarayanan

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Runtime Monitoring for Safety-Critical Embedded Systems, Aaron Kane

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Ramulator: A Fast and Extensible DRAM Simulator, Yoongu Kim, Weikun Yang, and Onur Mutlu

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Selection of Cyclic Redundancy Code and Checksum Algorithms to Ensure Critical Data Integrity, Philip Koopman, Kevin Driscoll, and Brendan Hall

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Ultrasonic Time Synchronization and Ranging on Smartphones, Patrick Lazik, Niranjini Rajagopal, Bruno Sinopoli, and Anthony G. Rowe

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Adaptive-Latency DRAM: Optimizing DRAM Timing for the Common-Case, Donghyuk Lee, Yoongu Kim, Gennady Pekhimenko, Samira Khan, Vivek Seshadri, Kevin Chang, and Onur Mutlu

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Tattle - "Here's How I See It" : Crowd-Sourced Monitoring and Estimation of Cellular Performance Through Local Area Measurement Exchange, Huiguang Liang

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Reconstruction-free Inference on Compressive Measurements, Suhas Lohit, Kuldeep Kulkarni, Pavan Turaga, Jian Wang, and Aswin C. Sankaranarayanan

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Automated Histology Analysis: Opportunities for Signal Processing, Michael T. McCann, John A. Ozolek, Carlos A. Castro, Bahram Parvin, and Jelena Kovacevic

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Revisiting Memory Errors in Large-Scale Production Data Centers: Analysis and Modeling of New Trends from the Field, Justin Meza, Qiang Wu, Sanjeev Kumar, and Onur Mutlu

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Assessing the Global Cyber and Biological Threat, Ghita Mezzour

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Dynamic Sparse State Estimation Using ℓ1-ℓ1 Minimization: Adaptive-rate Measurement Bounds, Algorithms and Applications, Joao F.C. Mota, Nikos Deligiannis, Aswin C. Sankaranarayanan, Volkan Cevher, and Miguel Rodrigues

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Main Memory Scaling: Challenges and Solution Directions, Onur Mutlu

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The Main Memory System: Challenges and Opportunities, Onur Mutlu, Justin Meza, and Lavanya Subramanian

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Toggle-Aware Compression for GPUs, Gennady Pekhimenko, Evgeny Bolotin, Mike O'Connor, Onur Mutlu, Todd C. Mowry, and Stephen W. Keckler

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Exploiting Compressed Block Size as an Indicator of Future Reuse, Gennady Pekhimenko, Tyler Huberty, Rui Cai, Onur Mutlu, Phillip B. Gibbons, Michael Kozuch, and Todd C. Mowry

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Minimum Cost Input/Output Design for Large-Scale Linear Structural Systems, Sergio Pequito, Soummya Kar, and A. Pedro Aguiar

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On the Exact Solution of the Minimal Controllability Problem, Sergio Pequito, Guilherme Ramos, Soummya Kar, Pedro M.Q. Aguiar, and Jaime Ramos

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AVATAR: A Variable-Retention-Time (VRT) Aware Refresh for DRAM Systems, Moinuddin K. Qureshi, Dae-Hyun Kim, Samira Khan, Prashant J. Nair, and Onur Mutlu

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Video Compressive Sensing for Spatial Multiplexing Cameras using Motion-Flow Models, Aswin C. Sankaranarayanan, Lina Xu, Christoph Studer, Yun Li, Kevin F. Kelly, and Richard G. Baraniuk

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Fast Bulk Bitwise AND and OR in DRAM, Vivek Seshadri, Kevin Hsieh, Amirali Boroumand, Donghyuk Lee, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, and Todd C. Mowry

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Interaction-Aware Actual Causation: A Building Block for Accountability in Security Protocols, Divya Sharma

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The Blacklisting Memory Scheduler: Balancing Performance, Fairness and Complexity, Lavanya Subramanian, Donghyuk Lee, Vivek Seshadri, Harsha Rastogi, and Onur Mutlu

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From Weak Learning to Strong Learning in Fictitious Play Type Algorithms, Brian Swenson, Soummya Kar, and Joao Xavier

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On Robustness Properties in Empirical Centroid Fictitious Play, Brian Swenson, Soummya Kar, and Joao Xavier

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What does a light ray reveal about a transparent object?, Chia-Yin Tsai, Ashok Veeraraghavan, and Aswin C. Sankaranarayanan

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SQUASH: Simple QoS-Aware High-Performance Memory Scheduler for Heterogeneous Systems with Hardware Accelerators, Hiroyuki Usui, Lavanya Subramanian, Kevin Chang, and Onur Mutlu

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Efficient Pre-Silicon Validation and Post-Silicon Tuning of Self-Healing Analog/RF Integrated Circuits, Fa Wang

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LiSens — A Scalable Architecture for Video Compressive Sensing, Jian Wang, Mohit Gupta, and Aswin C. Sankaranarayanan

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Risk-limiting Economic Dispatch for Electricity Markets with Flexible Ramping Products, Chenye Wu, Gabriela Hug, and Soummya Kar

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RFVP: Rollback-Free Value Prediction with Safe-to-Approximate Loads, Amir Yazdanbakhsh, Gennady Pekhimenko, Bradley Thwaits, Hadi Esmaeilzadeh, Taesoo Kim, Onur Mutlu, and Todd C. Mowry

Dissertations from 2014

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Scalable and Robust Designs of Model - Based Control Strategies for Energy - Efficient Buildings, Clarence Agbi

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FFTS with near-optimal memory access through block data layouts, Berkin Akin, Franz Franchetti, and James C. Hoe

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HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM, Berkin Akin, James C. Hoe, and Franz Franchetti

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Analyzing Mobile App Privacy Using Computation and Crowdsourcing, Shahriyar Amini

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Non-Intrusive Load Monitoring: Disaggregation of Energy by Unsupervised Power Consumption Clustering, Kyle D. Anderson

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Design and Evaluation of Hierarchical Rings with Deflection Routing, Rachata Ausavarungnirun, Chris Fallin, Xiangyao Yu, Kevin Kai-Wei Chang, Greg Nazario, Reetuparna Das, Gabriel H. Loh, and Onur Mutlu

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Exploiting Trade-offs in Symbolic Execution for Identifying Security Bugs, Athanasios Avgerinos

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Coordination of Resources Across Areas for the Integration of Renewable Generation: Operation, Sizing, and Siting of Storage Devices, Kyri A. Baker

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BYTEWEIGHT: Learning to Recognize Functions in Binary Code, Tiffany Bao, Johnathon Burket, Maverick Woo, Rafael Turner, and David Brumley

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Dynamic Beamforming Optimization for Anti - Jamming and Hardware Fault Recovery, Jonathan Becker

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Multi-Objective Algorithms for Coupled Optimization of Mechanical and Electromagnetic Systems, Irina Brinster

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Multi-objective Algorithms for Coupled Optimization of Mechanical and Electromagnetic Systems, Irina Brinster

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Current-Driven Magnetic Devices for Non-Volatile Logic and Memory, David M. Bromberg

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Fine-Grained Remote Monitoring, Control and Pre-Paid Electrical Service in Rural Microgrids, Maxim Buevich, Dan Schnitzer, Tristan Escalada, Arthur Jacquiau-Chamski, and Anthony G. Rowe

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Modeling Mobile User Behavior for Anomaly Detection, Senaka Buthpitiya

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Neurocomputing and Associative Memories Based on Emerging Technologies: Co-optimization of Technology and Architecture, Vehbi Calayir

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Secure Detection in Cyberphysical Control Systems, Rohan Chabukswar

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Improving DRAM Performance by Parallelizing Refreshes with Accesses, Kevin Kai-Wei Chang, Donghyuk Lee, Zeshan Chishti, Alaa R. Alameldeen, Chris Wilkerson, Yoongu Kim, and Onur Mutlu

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Structure-based determination of imaging length for super-resolution localization microscopy, Kuan-Chieh Jackie Chen, Jelena Kovacevic, and Ge Yang