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Submissions from 2015

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

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

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

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

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Spatial density estimation based segmentation of super-resolution localization microscopy images, Kuan-Chieh Jackie Chen, Ge Yang, and Jelena Kovacevic

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Semi-Supervised Multiresolution Classification Using Adaptive Graph Filtering with Application to Indirect Bridge Structural Health Monitoring, Siheng Chen, Fernando Cerda, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett, and Jelena Kovacevic

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Signal inpainting on graphs via total variation minimization, Siheng Chen, Aliaksei Sandryhaila, George Lederman, Zihao Wang, José M. F. Moura, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett, and Jelena Kovacevic

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Signal Denoising on Graphs via Graph Filtering, Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, and Jelena Kovacevic

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Supervised Hyperspectral Image Segmentation: A Convex Formulation Using Hidden Fields, Filipe Condessa, Jose Bioucas-Dias, and Jelena Kovacevic

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Accelerated AC Contingency Calculation on Commodity Multi-core SIMD CPUs, Tao Cui, Rui Yang, Gabriela Hug, and Franz Franchetti

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Blanket Execution: Dynamic Similarity Testing for Program Binaries and Components, Manuel Egele, Maverick Woo, Peter Chapman, and David Brumley

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Accounting for Aliasing in Correlation Filters : Zero-Aliasing and Partial-Aliasing Correlation Filters, Joseph A. Fernandez

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High Assurance SPIRAL, Franz Franchetti, Aliaksei Sandryhaila, and Jeremy R. Johnson

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On the Optimization of Multiple Applications for Sensor Networks, Vikram Gupta

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Data-Driven, Sparsity-Based Matched Field Processing for Structural Health Monitoring, Joel B. Harley

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Compensation for Nonlinear Distortion in Noise for Robust Speech Recognition, Mark J. Harvilla

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Toward A Highly Available Future Internet, Hsu-Chun Hsiao

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Protecting Browsers from Network Intermediaries, Lin-Shung Huang

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Linear Convergence Rate of Class of Distributed Augmented Lagrangian Algorithms, Dusan Jakovetic, José M. F. Moura, and Joao Xavier

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Fast Distributed Gradient Methods, Dusan Jakovetic, Joao Xavier, and José M. F. Moura

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Practical, Large-Scale Detection of Obfuscated Malware Code Via Flow Dependency Indexing, Wesley Jin

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A Learning-Based Framework Incorporating Domain Knowledge for Performance Modeling, Da-Cheng Juan

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Monitor Based Oracles for Cyber-Physical System Testing, Aaron Kane, Thomas Fuhrman, and Philip Koopman

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Asymptotically Efficient Distributed Estimation With Exponential Family Statistics, Soummya Kar and José M. F. Moura

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Managing GPU Concurrency in Heterogeneous Architectures, Onur Kayiran, Nachiappan Chidambaram Nachiappan, Adwait Jog, Rachata Ausavarungnirun, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, and Chita R. Das

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Dependable Cyber-Physical Systems, Junsung Kim

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Efficient Hypervisor Based Malware Detection, Peter Friedrich Klemperer

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Software Quality, Dependability and Safety in Embedded Systems, Philip Koopman

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Transportation CPS Safety Challenges, Philip Koopman and Michael Wagner

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A Tag-Based, Logical Access-Control Framework for Personal File Sharing, Michelle L. Mazurek

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Algorithm and benchmark dataset for stain separation in histology images, Michael T. McCann, Joshita Majumdar, Cheng Peng, Carlos A. Castro, and Jelena Kovacevic

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Array-based Spectro-temporal Masking For Automatic Speech Recognition, Amir Reza Moghimi

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Distributed Approach for DC Optimal Power Flow Calculations, Javad Mohammadi, Soummya Kar, and Gabriela Hug

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Research Problems and Opportunities in Memory Systems, Onur Mutlu and Lavanya Subramanian

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A Framework for Structural Input/Output and Control Configuration Selection in Large-Scale Systems, Sergio Pequito, Soummya Kar, and A. Pedro Aguiar

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On the Complexity of the Constrained Input Selection Problem for Structural Linear Systems, Sergio Pequito, Soummya Kar, and A. Pedro Aguiar

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Controlled-mobile Sensor Networks for Dynamic Sensing and Monitoring Applications, Aveek Purohit

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Optimizing Seed Selection for Fuzzing, Alexandre Rebert, Sang Kil Cha, Thanassis Avgerinos, Jonathan M. Foote, David Warren, Gustavo Grieco, and David Brumley

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Algorithm/Hardware Co-optimized SAR Image Reconstruction with 3D-stacked Logic in Memory, Fazle Sadi, Berkin Akin, Doru T. Popovici, James C. Hoe, Larry Pileggi, and Franz Franchetti

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Distributed Sequential Detection for Gaussian Binary Hypothesis Testing, Anit Kumar Sahu and Soummya Kar

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Abstraction Recovery for Scalable Static Binary Analysis, Edward J. Schwartz

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Nonparametric Discovery of Human Behavior Patterns from Multimodal Data, Feng-Tso Sun

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Empirical Centroid Fictitious Play: An Approach for Distributed Learning in Multi-Agent Games, Brian Swenson, Soummya Kar, and Joao Xavier

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Environment Models for Realistic Simulation and Emulation of Wireless Networks, Xiaohui Wang

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Barometric and GPS altitude sensor fusion, Vadim Zaliva and Franz Franchetti

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CMOS-MEMS Probe Arrays for Tip-Based Nanofabrication, Yang Zhang

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FIRM: Fair and High-Performance Memory Control for Persistent Memory Systems, Jishen Zhao, Onur Mutlu, and Yuan Xie

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On-demand Isolated I/O for Security-sensitive Applications on Commodity Platforms, Zongwei Zhou

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Multi - Timescale Control of Energy Storage Enabling the Integration of Variable Generation, Dinghuan Zhu

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Mobile Behaviometrics: Behavior Modeling from Heterogeneous Sensor Time-Series, Jiang Zhu

Dissertations from 2013

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Pose-Tolerant Face Recognition, Ramzi Abi Antoun

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Reliable, Secure, Efficient Physical Unclonable Functions, Mudit Bhargava

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Learning and Recognizing The Hierarchical and Sequential Structure of Human Activities, Heng-Tze Cheng

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Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring, Siheng Chen, Fernando Cerda, Jia Guo, Joel B. Harley, Qing Shi, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett, and Jelena Kovacevic

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Adaptive Graph Filtering: Multiresolution Classification on Graphs, Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, and Jelena Kovacevic

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Classification with reject option using contextual information, Filipe Condessa, Jose Bioucas-Dias, Carlos A. Castro, John A. Ozolek, and Jelena Kovacevic

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A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow, Tao Cui and Franz Franchetti

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Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems, Tao Cui and Franz Franchetti

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Power-Electronics-Enabled Transient Stabilization of Power Systems, Milos Cvetkovic

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Bi-state Control of Microelectromechanical Nonlinear and Parametric Resonance, Congzhong Guo

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Convergence Rates of Distributed Nesterov-like Gradient Methods on Random Networks, Dusan Jakovetic, Joao Xavier, and José M. F. Moura

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Scaling Software Security Analysis to Millions of Malicious Programs and Billions of Lines of Code, Jiyong Jang