David J. Lilja - researchr profile publications

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Publications with a 'David J. Lilja' as author, editor, or advisor:

Design space exploration for efficient computing in Solid State drives with the Storage Processing UnitManas Minglani, Ashwin Nagarajan, Sneha Deshapande, Luke Everson, David J. Lilja. nas 2015: 87-94 [doi]
Efficiently generating test vectors with state pruningYing Chen, Dennis Abts, David J. Lilja. aspdac 2005: 1196-1199 [doi]
High-speed stochastic circuits using synchronous analog pulsesM. Hassan Najafi, David J. Lilja. aspdac 2017: 481-487 [doi]
Kinetic Action: Performance Analysis of Integrated Key-Value Storage Devices vs. LevelDB ServersManas Minglani, Jim Diehl, Xiang Cao, Bingzhe Li, Dongchul Park, David J. Lilja, David H. C. Du. icpads 2017: 501-510 [doi]
Static Classification of Value Predictability Using Compiler HintsQing Zhao, David J. Lilja. TC, 53(8):929-944, 2004. [doi]
Reducing Relational Database Performance Bottlenecks Using 3D XPoint Storage TechnologyJinfeng Yang, David J. Lilja. trustcom 2018: 1804-1808 [doi]
Using DCT-based Approximate Communication to Improve MPI Performance in Parallel ClustersQianqian Fan, David J. Lilja, Sachin S. Sapatnekar. ipccc 2019: 1-10 [doi]
AdaEmb-Encoder: Adaptive Embedding Spatial Encoder-Based Deduplication for Backing Up Classifier Training DataYaobin Qin, David J. Lilja. ipccc 2020: 1-8 [doi]
Characterizing and Comparing Prevailing Simulation TechniquesJoshua J. Yi, Sreekumar V. Kodakara, Resit Sendag, David J. Lilja, Douglas M. Hawkins. hpca 2005: 266-277 [doi]
ICPE 11 - Second Joint WOSP/SIPEW International Conference on Performance Engineering, Karlsruhe, Germany, March 14-16, 2011Samuel Kounev, Vittorio Cortellessa, Raffaela Mirandola, David J. Lilja, editors, ACM, 2011.
Computer ArchitectureJoshua J. Yi, David J. Lilja. In Albert Y. Zomaya, editor, Handbook of Nature-Inspired and Innovative Computing - Integrating Classical Models with Emerging Technologies. pages 287-314, Springer, 2006. [doi]
Accelerating the performance of stochastic encoding-based computations by sharing bits in consecutive bit streamsPeng Li, David J. Lilja. asap 2013: 257-260 [doi]
Tier-Code: An XOR-Based RAID-6 Code with Improved Write and Degraded-Mode Read PerformanceBingzhe Li, Meng Yang, Soheil Mohajer, Weikang Qian, David J. Lilja. nas 2018: 1-10 [doi]
JaViz: A client/server Java profiling toolIffat H. Kazi, Davis P. Jose, Badis Ben-Hamida, Christian J. Hescott, Chris Kwok, Joseph A. Konstan, David J. Lilja, Pen-Chung Yew. IBMSJ, 39(1):96, 2000. [doi]
Design of a storage processing unitPeng Li, Kevin Gomez, David J. Lilja. IEEEpact 2012: 479-480 [doi]
Improving risk assessment methodology: a statistical design of experiments approachAnand Singh, David J. Lilja. sin 2009: 21-29 [doi]
Low-Cost Stochastic Hybrid Multiplier for Quantized Neural NetworksBingzhe Li, M. Hassan Najafi, David J. Lilja. jetc, 15(2), 2019. [doi]
GPU-Accelerated Nick Local Image Thresholding AlgorithmM. Hassan Najafi, Anirudh Murali, David J. Lilja, John Sartori. icpads 2015: 576-584 [doi]
Parameter estimation for a generalized parallel loop scheduling algorithmKelvin K. Yue, David J. Lilja. hicss 1995: 187 [doi]
Self-tuning Speculation for Maintaining the Consistency of Client-Cached DataKeqiang Wu, David J. Lilja. icpads 2004: 91-100 [doi]
Polysynchronous Clocking: Exploiting the Skew Tolerance of Stochastic CircuitsM. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan. TC, 66(10):1734-1746, 2017. [doi]
HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD ManagementBingzhe Li, Chunhua Deng, Jinfeng Yang, David J. Lilja, Bo Yuan 0001, David H. C. Du. iccad 2019: 1-8 [doi]
Cost-quality trade-offs of approximate memory repair mechanisms for image dataQianqian Fan, Sachin S. Sapatnekar, David J. Lilja. isqed 2017: 438-444 [doi]
Impact of spintronic memory on multicore cache hierarchy designCong Ma, William Tuohy, David J. Lilja. iet-cdt, 11(2):51-59, 2017. [doi]
Changing Interaction of Compiler and ArchitectureSarita V. Adve, Doug Burger, Rudolf Eigenmann, Alasdair Rawsthorne, Michael D. Smith, Catherine H. Gebotys, Mahmut T. Kandemir, David J. Lilja, Alok N. Choudhary, Jesse Zhixi Fang, Pen-Chung Yew. Computer, 30(12):51-58, 1997.
A Statistically Rigorous Approach for Improving Simulation MethodologyJoshua J. Yi, David J. Lilja, Douglas M. Hawkins. hpca 2003: 281 [doi]
An adaptive dual control framework for QoS designKeqiang Wu, David J. Lilja, Haowei Bai. cluster, 10(2):217-228, 2007. [doi]
A Distributed Hardware Mechanism for Process Synchronization on Shared-Bus MultiprocessorsDonald Johnson, David J. Lilja, John Riedl. icpp 1994: 268-275
Loop-Level Process Control: An Effective Processor Allocation Policy for Multiprogrammed Shared-Memory MultiprocessorsKelvin K. Yue, David J. Lilja. jsspp 1995: 182-199
Dynamic Task Scheduling Using Online OptimizationBabak Hamidzadeh, Lau Ying Kit, David J. Lilja. tpds, 11(11):1151-1163, 2000. [doi]
Circulating shared-registers for multiprocessor systemsDonald Johnson, David J. Lilja, John Riedl. jsa, 52(3):152-168, 2006. [doi]
PASS: A Hybrid Storage System for Performance-Synchronization Tradeoffs Using SSDsWeijun Xiao, Xiaoqiang Lei, Ruixuan Li, Nohhyun Park, David J. Lilja. ispa 2012: 403-410 [doi]
Stochastic computing implementation of trigonometric and hyperbolic functionsLian Huai, Peng Li, Gerald E. Sobelman, David J. Lilja. asicon 2017: 553-556 [doi]
An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streamsBingzhe Li, M. Hassan Najafi, David J. Lilja. asap 2015: 68-69 [doi]
Performing Stochastic Computation DeterministicallyM. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel. iscas 2020: 1 [doi]
The Superthreaded Processor ArchitectureJenn-Yuan Tsai, Jian Huang, Christoffer Amlo, David J. Lilja, Pen-Chung Yew. TC, 48(9):881-902, 1999.
High-Level Information - An Approach for Integrating Front-End and Back-End CompilersSangyeun Cho, Jenn-Yuan Tsai, Yonghong Song, Bixia Zheng, Stephen J. Schwinn, Xin Wang, Qing Zhao, Zhiyuan Li, David J. Lilja, Pen-Chung Yew. icpp 1998: 346-355 [doi]
Balancing Reuse Opportunities and Performance Gains with Subblock Value ReuseJian Huang, David J. Lilja. TC, 52(8):1032-1050, 2003. [doi]
Challenges in Computer Architecture EvaluationKevin Skadron, Margaret Martonosi, David I. August, Mark D. Hill, David J. Lilja, Vijay S. Pai. Computer, 36(8):30-36, 2003. [doi]
International Conference on Parallel Architectures and Compilation Techniques, PACT '12, Minneapolis, MN, USA - September 19 - 23, 2012Pen-Chung Yew, Sangyeun Cho, Luiz DeRose, David J. Lilja, editors, ACM, 2012. [doi]
Introduction to the theme issue on performance modelingDavid J. Lilja, Raffaela Mirandola. SoSyM, 12(4):679-680, 2013. [doi]
A Multiprocessor Architecture Combining Fine-Grained and Coarse-Grained Parallelism StrategiesDavid J. Lilja. pc, 20(5):729-751, 1994.
Evaluating the efficacy of statistical simulation for design space explorationAjay Joshi, Joshua J. Yi, Robert H. Bell Jr., Lieven Eeckhout, Lizy Kurian John, David J. Lilja. ispass 2006: 70-79 [doi]
Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic ComputingMeng Yang, Bingzhe Li, David J. Lilja, Bo Yuan 0001, Weikang Qian. isvlsi 2018: 154-159 [doi]
Independent Component Analysis and Evolutionary Algorithms for Building Representative Benchmark SubsetsVassilios N. Christopoulos, David J. Lilja, Paul R. Schrater, Apostolos P. Georgopoulos. ispass 2008: 169-178 [doi]
TNT: A Solver for Large Dense Least-Squares Problems that Takes Conjugate Gradient from Bad in Theory, to Good in PracticeJoseph M. Myre, Erich Frahm, David J. Lilja, Martin O. Saar. ipps 2018: 987-995 [doi]
Using ECN Marks to Improve TCP Performance over Lossy LinksHaowei Bai, Mohammed Atiquzzaman, David J. Lilja. icete 2004: 437-445
Exploring subsets of standard cell libraries to exploit natural fault masking capabilities for reliable logicDrew C. Ness, Christian J. Hescott, David J. Lilja. glvlsi 2007: 208-211 [doi]
NetStorage: A synchronized trace-driven replayer for network-storage system evaluationBingzhe Li, Hao Wen, Farnaz Toussi, Clark Anderson, Bernard A. King-Smith, David J. Lilja, David H. C. Du. pe, 130:86-100, 2019. [doi]
Coarse-grained Speculative Execution in Shared-memory MultiprocessorsIffat H. Kazi, David J. Lilja. ics 1998: 93-100 [doi]
Dynamically adapting to system load and program behavior in multiprogrammed multiprocessor systemsIffat H. Kazi, David J. Lilja. concurrency, 14(12):957-985, 2002. [doi]
Performance analysis of single-phase, multiphase, and multicomponent lattice-Boltzmann fluid flow simulations on GPU clustersJoe Myre, Stuart D. C. Walsh, David J. Lilja, Martin O. Saar. concurrency, 23(4):332-350, 2011. [doi]
Microarchitecture-aware floorplanning using a statistical design of experiments approachVidyasagar Nookala, Ying Chen, David J. Lilja, Sachin S. Sapatnekar. dac 2005: 579-584 [doi]
A hardware implementation of a radial basis function neural network using stochastic logicYuan Ji, Feng Ran, Cong Ma, David J. Lilja. date 2015: 880-883 [doi]
The Applicability of Adaptive Control Theory to QoS Design: Limitations and SolutionsKeqiang Wu, David J. Lilja, Haowei Bai. ipps 2005: [doi]
Low power/area branch prediction using complementary branch predictorsResit Sendag, Joshua J. Yi, Peng-fei Chuang, David J. Lilja. ipps 2008: 1-12 [doi]
A Stepwise Approach to Software-Hardware Performance Co-optimization Using Design of ExperimentsKeerthi Palanivell, Kingsum Chow, Khun Ban, David J. Lilja. cmg 2013: [doi]
Analysis of Statistical Sampling in Microarchitecture Simulation: Metric, Methodology and Program CharacterizationSreekumar V. Kodakara, Jinpyo Kim, David J. Lilja, Wei-Chung Hsu, Pen-Chung Yew. iiswc 2007: 139-148 [doi]
SARD: A statistical approach for ranking database tuning parametersBiplob K. Debnath, David J. Lilja, Mohamed F. Mokbel. icde 2008: 11-18 [doi]
The NanoBox Project: Exploring Fabrics of Self-Correcting Logic Blocks for High Defect Rate Molecular Device TechnologiesA. J. KleinOsowski, David J. Lilja. isvlsi 2004: 19-24 [doi]
The Recursive NanoBox Processor Grid: A Reliable System Architecture for Unreliable Nanotechnology DevicesA. J. KleinOsowski, Kevin KleinOsowski, Vijay Rangarajan, Priyadarshini Ranganath, David J. Lilja. dsn 2004: 167-176 [doi]
High Quality Down-Sampling for Deterministic Approaches to Stochastic ComputingM. Hassan Najafi, David J. Lilja. tetc, 9(1):7-14, 2021. [doi]
Performance Analysis and Prediction of Processor Scheduling Strategies in Multiprogrammed Shared-Memory MultiprocessorsKelvin K. Yue, David J. Lilja. icpp 1996: 70-78
Sparse Fast Fourier Transform on GPUs and Multi-core CPUsJiaxi Hu, Zhaosen Wang, Qiyuan Qiu, Weijun Xiao, David J. Lilja. sbac-pad 2012: 83-91 [doi]
Neural Network Classifiers Using Stochastic Computing with a Hardware-Oriented Approximate Activation FunctionBingzhe Li, Yaobin Qin, Bo Yuan, David J. Lilja. iccd 2017: 97-104 [doi]
Improving nanoelectronic designs using a statistical approach to identify key parameters in circuit level SEU simulationsDrew C. Ness, Christian J. Hescott, David J. Lilja. NANOARCH 2007: 46-53 [doi]
Deferred updates for flash-based storageBiplob K. Debnath, Mohamed F. Mokbel, David J. Lilja, David H. C. Du. mss 2010: 1-6 [doi]
A stochastic reconfigurable architecture for fault-tolerant computation with sequential logicPeng Li, Weikang Qian, David J. Lilja. iccd 2012: 303-308 [doi]
MMV: Metamodeling Based Microprocessor Valiation EnvironmentAjit Dingankar, Deepak Mathaikutty, Sreekumar V. Kodakara, Sandeep K. Shukla, David J. Lilja. hldvt 2006: 143-148 [doi]
MinneSPEC: A New SPEC Benchmark Workload for Simulation-Based Computer Architecture ResearchA. J. KleinOsowski, David J. Lilja. cal, 1, 2002. [doi]
An Effective Processor Allocation Strategy for Multiprogrammed Shared-Memory MultiprocessorsKelvin K. Yue, David J. Lilja. tpds, 8(12):1246-1258, 1997. [doi]
Low Cost Hybrid Spin-CMOS Compressor for Stochastic Neural NetworksBingzhe Li, Jiaxi Hu, M. Hassan Najafi, Steven J. Koester, David J. Lilja. glvlsi 2019: 141-146 [doi]
The Impact of Incorrectly Speculated Memory Operations in a Multithreaded ArchitectureResit Sendag, Ying Chen, David J. Lilja. tpds, 16(3):271-285, 2005. [doi]
Exploiting the Impact of Database System Configuration Parameters: A Design of Experiments ApproachBiplob K. Debnath, Mohamed F. Mokbel, David J. Lilja. DEBU, 31(1):3-10, 2008. [doi]
An active data-aware cache consistency protocol for highly-scalable data-shipping DBMS architecturesKeqiang Wu, Peng-fei Chuang, David J. Lilja. cf 2004: 222-234 [doi]
Accelerating Lattice Boltzmann Fluid Flow Simulations Using Graphics ProcessorsPeter Bailey, Joe Myre, Stuart D. C. Walsh, David J. Lilja, Martin O. Saar. icpp 2009: 550-557 [doi]
Accelerating Deterministic Bit-Stream Computing with Resolution SplittingM. Hassan Najafi, S. Rasoul Faraji, Bingzhe Li, David J. Lilja, Kia Bazargan. isqed 2019: 157-162 [doi]
History Index of Correct Computation for Fault-Tolerant Nano-ComputingYocheved Dotan, Nadav Levison, Roi Avidan, David J. Lilja. tvlsi, 17(7):943-952, 2009. [doi]
BloomFlash: Bloom Filter on Flash-Based StorageBiplob K. Debnath, Sudipta Sengupta, Jin Li, David J. Lilja, David Hung-Chang Du. icdcs 2011: 635-644 [doi]
SCRAP: A Statistical Approach for Creating a Database Query Workload Based on Performance BottlenecksJames Skarie, Biplob K. Debnath, David J. Lilja, Mohamed F. Mokbel. iiswc 2007: 183-192 [doi]
Using Incorrect Speculation to Prefetch Data in a Concurrent Multithreaded ProcessorYing Chen, Resit Sendag, David J. Lilja. ipps 2003: 76 [doi]
Scaling Analytical Models for Soft Error Rate Estimation Under a Multiple-Fault EnvironmentChristian J. Hescott, Drew C. Ness, David J. Lilja. dsdm 2007: 641-648 [doi]
An efficient implementation of numerical integration using logical computation on stochastic bit streamsWeikang Qian, Chen Wang, Peng Li, David J. Lilja, Kia Bazargan, Marc D. Riedel. iccad 2012: 156-162 [doi]
IntroductionDavid J. Lilja. topc, 1(1):2, 2014. [doi]
Architectural Support for Probabilistic BranchesAlmutaz Adileh, David J. Lilja, Lieven Eeckhout. micro 2018: 108-120 [doi]
Exploiting the Prefetching Effect Provided by Executing Mispredicted Load InstructionsResit Sendag, David J. Lilja, Steven R. Kunkel. europar 2002: 468-480 [doi]
Enhancing the Memory Performance of Embedded Systems with the Flexible Sequential and Random Access MemoryYing Chen, Karthik Ranganathan, Vasudev V. Pai, David J. Lilja, Kia Bazargan. APCSAC 2004: 88-101 [doi]
Work-in-Progress: ExpCache: Online-Learning based Cache Replacement Policy for Non-Volatile MemoryJinfeng Yang, Bingzhe Li, Jianjun Yuan, Zhaoyan Shen, Hung-Chang Du, David J. Lilja. cases 2022: 7-8 [doi]
A Reconfigurable Architecture with Sequential Logic-Based Stochastic ComputingM. Hassan Najafi, Peng Li, David J. Lilja, Weikang Qian, Kia Bazargan, Marc D. Riedel. jetc, 13(4), 2017. [doi]
A Compiler-Assisted Data Prefetch ControllerSteven P. Vanderwiel, David J. Lilja. iccd 1999: 372-377 [doi]
Efficient and Fast Approximate Consensus with Epidemic Failure Detection at Extreme ScaleAmogh Katti, David J. Lilja. pdp 2018: 267-272 [doi]
An Overview of Time-Based Computing with Stochastic ConstructsM. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani. micro, 37(6):62-71, 2017. [doi]
PBCCF: Accelerated Deduplication by Prefetching Backup Content Correlated FingerprintsYaobin Qin, Xianbo Zhang, David J. Lilja. iccd 2020: 146-154 [doi]
IIR filters using stochastic arithmeticNaman Saraf, Kia Bazargan, David J. Lilja, Marc D. Riedel. date 2014: 1-6 [doi]
Fault tolerance for nanotechnology devices at the bit and module levels with history index of correct computationYocheved Dotan, Nadav Levison, David J. Lilja. iet-cdt, 5(4):221-230, 2011. [doi]
Polysynchronous stochastic circuitsM. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan. aspdac 2016: 492-498 [doi]
Exploiting the Parallelism Available in LoopsDavid J. Lilja. Computer, 27(2):13-26, 1994.
Adaptive-Length Coding of Image Data for Low-Cost Approximate StorageQianqian Fan, David J. Lilja, Sachin S. Sapatnekar. TC, 69(2):239-252, 2020. [doi]
Performance-Based Path Determination for Interprocessor Communication in Distributed Computing SystemsJ. S. Kim, David J. Lilja. tpds, 10(3):316-327, 1999. [doi]
CIM: A Reliable Metric for Evaluating Program Phase ClassificationsSreekumar V. Kodakara, Jinpyo Kim, David J. Lilja, Douglas M. Hawkins, Wei-Chung Hsu, Pen-Chung Yew. cal, 6(1):9-12, 2007. [doi]
Address Correlation: Exceeding the Limits of LocalityResit Sendag, Peng-fei Chuang, David J. Lilja. cal, 2, 2003. [doi]
Efficient Use of Dynamically Tagged Directories Through Compiler AnalysisTrung N. Nguyen, Zhiyuan Li, David J. Lilja. icpp 1993: 112-119
Weighted area technique for electromechanically enabled logic computation with cantilever-based NEMS switchesShruti Patil, Min-Woo Jang, Chia-Ling Chen, DongJin Lee, Zhijang Ye, Walter E. Partlo, David J. Lilja, Stephen A. Campbell, Tianhong Cui. date 2012: 727-732 [doi]
Comparing the performance of stochastic simulation on GPUs and OpenMPWeijun Xiao, Peng Li, David J. Lilja. ijcse, 8(1):34-46, 2013. [doi]
Computation on Stochastic Bit Streams Digital Image Processing Case StudiesPeng Li, David J. Lilja, Weikang Qian, Kia Bazargan, Marc D. Riedel. tvlsi, 22(3):449-462, 2014. [doi]
A comparative analysis of parallel programming language complexity and performanceSteven P. Vanderwiel, Daphna Nathanson, David J. Lilja. concurrency, 10(10):807-820, 1998.
The Impact of Parallel Loop Scheduling Strategies on Prefetching in a Shared Memory MultiprocessorDavid J. Lilja. tpds, 5(6):573-584, 1994. [doi]
Approximate Communication: Techniques for Reducing Communication Bottlenecks in Large-Scale Parallel SystemsFilipe Betzel, S. Karen Khatamifard, Harini Suresh, David J. Lilja, John Sartori, Ulya R. Karpuzcu. ACM Comput. Surv., 51(1), 2018. [doi]
Write buffer design for cache-coherent shared-memory multiprocessorsFarnaz Mounes-Toussi, David J. Lilja. iccd 1995: 506-511 [doi]
Compiler-Directed Classification of Value Locality BehaviorQing Zhao, David J. Lilja. iccd 2001: 240-248
Quantized neural networks with new stochastic multipliersBingzhe Li, M. Hassan Najafi, Bo Yuan, David J. Lilja. isqed 2018: 376-382 [doi]
Communicating Quality of Service Requirements to an Object-Based Storage DeviceKevin KleinOsowski, Thomas Ruwart, David J. Lilja. mss 2005: 224-231 [doi]
Enhancing the Ensemble of Exemplar-SVMs for Binary Classification Using Concurrent Selection and Ensemble LearningYaobin Qin, Bingzhe Li, David J. Lilja. uemcom 2018: 673-682 [doi]
Cross-layer speculative architecture for end systems and gateways in computer networks with lossy linksHaowei Bai, David J. Lilja, Mohammed Atiquzzaman. winet, 16(6):1621-1638, 2010. [doi]
Sampling-based garbage collection metadata management scheme for flash-based storageBiplob K. Debnath, Krishnan Srinivasan, Weijun Xiao, David J. Lilja, David H. C. Du. mss 2011: 1-6 [doi]
HeuristicDB: a hybrid storage database system using a non-volatile memory block deviceJinfeng Yang, Bingzhe Li, David J. Lilja. systor 2021: [doi]
Time-Encoded Values for Highly Efficient Stochastic CircuitsM. Hassan Najafi, Shiva Jamali-Zavareh, David J. Lilja, Marc D. Riedel, Kia Bazargan, Ramesh Harjani. tvlsi, 25(5):1644-1657, 2017. [doi]
Data prefetch mechanismsSteven P. Vanderwiel, David J. Lilja. ACM Comput. Surv., 32(2):174-199, 2000. [doi]
A Comprehensive Dynamic Processor Allocation Scheme for Multiprogrammed Multiprocessor SystemsIffat H. Kazi, David J. Lilja. icpp 2000: 153-162 [doi]
Wireless Sensor Network for Aircraft Health MonitoringHaowei Bai, Mohammed Atiquzzaman, David J. Lilja. broadnets 2004: 748-750 [doi]
Techniques for obtaining high performance in Java programsIffat H. Kazi, Howard H. Chen, Berdenia Stanley, David J. Lilja. ACM Comput. Surv., 32(3):213-240, 2000. [doi]
Low-Cost Sorting Network Circuits Using Unary ProcessingM. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan. tvlsi, 26(8):1471-1480, 2018. [doi]
A Balanced Approach to High-Level Verification: Performance Trade-Offs in Verifying Large-Scale MultiprocessorsDennis Abts, Mike Roberts, David J. Lilja. icpp 2000: 505 [doi]
The Future of Simulation: A Field of DreamsJoshua J. Yi, Lieven Eeckhout, David J. Lilja, Brad Calder, Lizy Kurian John, James E. Smith. Computer, 39(11):22-29, 2006. [doi]
Improving Processor Performance by Simplifying and Bypassing Trivial ComputationsJoshua J. Yi, David J. Lilja. iccd 2002: 462 [doi]
A Novel Memory Structure for Embedded Systems: Flexible Sequential and Random Access MemoryYing Chen, Karthik Ranganathan, Vasudev V. Pai, David J. Lilja, Kia Bazargan. jcst, 20(5):596-606, 2005. [doi]
Utilizing Heterogeneous Networks in Distributed Parallel Computing SystemsJunSeong Kim, David J. Lilja. hpdc 1997: 336 [doi]
HyperProtect: Enhancing the Performance of a Dynamic Backup System Using Intelligent SchedulingYaobin Qin, Brandon Hoffmann, David J. Lilja. ipccc 2018: 1-8 [doi]
Dynamic Code Region (DCR) Based Program Phase Tracking and Prediction for Dynamic OptimizationsJinpyo Kim, Sreekumar V. Kodakara, Wei-Chung Hsu, David J. Lilja, Pen-Chung Yew. hipeac 2005: 203-217 [doi]
A Data Parallel Implementation of the TRFD Program from the Perfect BenchmarksDavid J. Lilja, Jonathan Schmitt. eurosim 1994: 355-362
Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctionsShruti Patil, David J. Lilja. cf 2011: 33 [doi]
Evaluating Benchmark Subsetting ApproachesJoshua J. Yi, Resit Sendag, Lieven Eeckhout, Ajay Joshi, David J. Lilja, Lizy Kurian John. iiswc 2006: 93-104 [doi]
Extending Value Reuse to Basic Blocks with Compiler SupportJian Huang, David J. Lilja. TC, 49(4):331-347, 2000. [doi]
Large Block CLOCK (LB-CLOCK): A write caching algorithm for solid state disksBiplob K. Debnath, Sunil Subramanya, David Hung-Chang Du, David J. Lilja. mascots 2009: 1-9 [doi]
The exigency of benchmark and compiler drift: designing tomorrow s processors with yesterday s toolsJoshua J. Yi, Hans Vandierendonck, Lieven Eeckhout, David J. Lilja. ics 2006: 75-86 [doi]
Determining work partitioning on closely coupled heterogeneous computing systems using statistical design of experimentsYectli A. Huerta, Brent Swartz, David J. Lilja. iiswc 2017: 118-119 [doi]
Improving Energy and Performance with Spintronics Caches in Multicore SystemsWilliam Tuohy, Cong Ma, Pushkar Nandkar, Nishant Borse, David J. Lilja. europar 2014: 279-290 [doi]
Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream ProcessingS. Rasoul Faraji, M. Hassan Najafi, Bingzhe Li, David J. Lilja, Kia Bazargan. date 2019: 1757-1762 [doi]
MEMESTAR: A Simulation Framework for Reliability Evaluation over Multiple EnvironmentsChristian J. Hescott, Drew C. Ness, David J. Lilja. isqed 2007: 917-922 [doi]
Trends in Shared Memory MultiprocessingPer Stenström, Erik Hagersten, David J. Lilja, Margaret Martonosi, Madan Venugopal. Computer, 30(12):44-50, 1997.
Performing Stochastic Computation DeterministicallyM. Hassan Najafi, Devon Jenson, David J. Lilja, Marc D. Riedel. tvlsi, 27(12):2925-2938, 2019. [doi]
Design fault directed test generation for microprocessor validationDeepak Mathaikutty, Sandeep K. Shukla, Sreekumar V. Kodakara, David J. Lilja, Ajit Dingankar. date 2007: 761-766 [doi]
Archer: A Community Distributed Computing Infrastructure for Computer Architecture Research and EducationRenato J. O. Figueiredo, P. Oscar Boykin, JosÃ© A. B. Fortes, Tao Li, Jie-Kwon Peir, David Wolinsky, Lizy K. John, David R. Kaeli, David J. Lilja, Sally A. McKee, Gokhan Memik, Alain Roy, Gary S. Tyson. colcom 2009: 70-84 [doi]
Stochastic functions using sequential logicNaman Saraf, Kia Bazargan, David J. Lilja, Marc D. Riedel. iccd 2013: 507-510 [doi]
Computer architecture research: teaching the basic skillsDavid J. Lilja. wcae 1996: 3 [doi]
Accelerating geoscience and engineering system simulations on graphics hardwareStuart D. C. Walsh, Martin O. Saar, Peter Bailey, David J. Lilja. gandc, 35(12):2353-2364, 2009. [doi]
Temperature-aware floorplanning of microarchitecture blocks with IPC-power dependence modeling and transient analysisVidyasagar Nookala, David J. Lilja, Sachin S. Sapatnekar. islped 2006: 298-303 [doi]
Processor parallelism considerations and memory latency reduction in shared memory multiprocessorsDavid J. Lilja. PhD thesis, University of Illinois Urbana-Champaign, USA, 1991. [doi]
Deterministic methods for stochastic computing using low-discrepancy sequencesM. Hassan Najafi, David J. Lilja, Marc D. Riedel. iccad 2018: 51 [doi]
Education at a distance: a report from the frontDavid J. Lilja. wcae 1999: 8 [doi]
Comparing Exact and Approximate Spatial Auto-regression Model Solutions for Spatial Data AnalysisBaris M. Kazar, Shashi Shekhar, David J. Lilja, Ranga Raju Vatsavai, R. Kelley Pace. giscience 2004: 140-161 [doi]
Ps-Code: A New Code for Improved Degraded Mode Read and Write Performance of RAID SystemsBingzhe Li, Manas Minglani, David J. Lilja. nas 2016: 1-10 [doi]
Layered view of QoS issues in IP-based mobile wireless networksHaowei Bai, Mohammed Atiquzzaman, David J. Lilja. ijcomsys, 19(2):141-161, 2006. [doi]
So Many States, So Little Time: Verifying Memory Coherence in the Cray X1Dennis Abts, Steve Scott, David J. Lilja. ipps 2003: 11 [doi]
Using stochastic computing to implement digital image processing algorithmsPeng Li, David J. Lilja. iccd 2011: 154-161 [doi]
Romano: autonomous storage management using performance prediction in multi-tenant datacentersNohhyun Park, Irfan Ahmad, David J. Lilja. CLOUD 2012: 21 [doi]
Improving Computer Architecture Simulation Methodology by Adding Statistical RigorJoshua J. Yi, David J. Lilja, Douglas M. Hawkins. TC, 54(11):1360-1373, 2005. [doi]
The synthesis of complex arithmetic computation on stochastic bit streams using sequential logicPeng Li, David J. Lilja, Weikang Qian, Kia Bazargan, Marc D. Riedel. iccad 2012: 480-487 [doi]
Using Resampling Techniques to Compute Confidence Intervals for the Harmonic Mean of Rate-Based Performance MetricsShruti R. Patil, David J. Lilja. cal, 9(1):1-4, 2010. [doi]
Exploring Memory Access Regularity in Pointer-Intensive Application ProgramsKeqiang Wu, Resit Sendag, David J. Lilja. ideal 2003: 472-476 [doi]
The synthesis of combinational logic to generate probabilitiesWeikang Qian, Marc D. Riedel, Kia Bazargan, David J. Lilja. iccad 2009: 367-374 [doi]
Memory module-level testing and error behaviors for phase change memoryZhe Zhang, Weijun Xiao, Nohhyun Park, David J. Lilja. iccd 2012: 358-363 [doi]
Shared-memory multiprocessing: Current state and future directionsPer Stenström, Erik Hagersten, David J. Lilja, Margaret Martonosi, Madan Venugopal. ac, 53:2-55, 2000.
Combining hardware and software cache coherence strategiesDavid J. Lilja, Pen-Chung Yew. ics 1991: 274-283 [doi]
Energy-Efficient Near-Sensor Convolution using Pulsed Unary ProcessingM. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja. asap 2019: 36 [doi]
Implementing a dynamic processor allocation policy for multiprogrammed parallel applications in the SolarisKelvin K. Yue, David J. Lilja. concurrency, 13(6):449-464, 2001.
Increasing Instruction-Level Parallelism with Instruction Precomputation (Research Note)Joshua J. Yi, Resit Sendag, David J. Lilja. europar 2002: 481-485 [doi]
Partitioning tasks between a pair of interconnected heterogeneous processors: A case studyDavid J. Lilja. concurrency, 7(3):209-223, 1995. [doi]
Case Studies of Logical Computation on Stochastic Bit StreamsPeng Li, Weikang Qian, David J. Lilja, Kia Bazargan, Marc D. Riedel. patmos 2013: 235-244 [doi]
A Circulating Active Barrier Synchronization MechanismDonald Johnson, David J. Lilja, John Riedl. icpp 1995: 202-209
High performance solid state storage under LinuxEric Seppanen, Matthew T. O'Keefe, David J. Lilja. mss 2010: 1-12 [doi]
Coarse-Grained Thread Pipelining: A Speculative Parallel Execution Model for Shared-Memory MultiprocessorsIffat H. Kazi, David J. Lilja. tpds, 12(9):952-966, 2001. [doi]
Guiding Circuit Level Fault-Tolerance Design with Statistical MethodsDrew C. Ness, David J. Lilja. date 2008: 348-353 [doi]
Exploiting multiple heterogeneous networks to reduce communication costs in parallel programsJunSeong Kim, David J. Lilja. hcw 1997: 83-95 [doi]
Exploring A Forecasting Structure for the Capacity Usage in Backup Storage SystemsYaobin Qin, Brandon Hoffmann, Yuwei Wang, David J. Lilja. uemcom 2019: 126-134 [doi]
Self-Adjusting Scheduling: An On-Line Optimization Technique for Locality Management and Load BalancingBabak Hamidzadeh, David J. Lilja. icpp 1994: 39-46
A reconfigurable stochastic architecture for highly reliable computingXin Li, Weikang Qian, Marc D. Riedel, Kia Bazargan, David J. Lilja. glvlsi 2009: 315-320 [doi]
Teaching computer systems performance analysisDavid J. Lilja. te, 44(1):35-40, 2001. [doi]
The synthesis of linear Finite State Machine-based Stochastic Computational ElementsPeng Li, Weikang Qian, Marc D. Riedel, Kia Bazargan, David J. Lilja. aspdac 2012: 757-762 [doi]
Integrating Parallelizing Compilation Technology and Processor Architecture for Cost-Effective Concurrent multithreadingJenn-Yuan Tsai, Zhenzhen Jiang, Zhiyuan Li, David J. Lilja, Xin Wang, Pen-Chung Yew, Bixia Zheng, Stephen J. Schwinn. jise, 14(1):205-222, 1998. [doi]
Reducing the Branch Penalty in Pipelined ProcessorsDavid J. Lilja. Computer, 21(7):47-55, 1988.
JavaSpMT: A Speculative Thread Pipelining Parallelization Model for Java ProgramsIffat H. Kazi, David J. Lilja. ipps 2000: 559-564 [doi]
An Efficient Strategy for Developing a Simulator for a Novel Concurrent Multithreaded Processor ArchitectureJian Huang, David J. Lilja. mascots 1998: 185-191 [doi]
Architectural alternatives for exploiting parallelismDavid J. Lilja. IEEE, 1991.
Statistically translating low-level error probabilities to increase the accuracy and efficiency of reliability simulations in hardware description languagesDrew C. Ness, David J. Lilja. glvlsi 2008: 297-302 [doi]
Speed versus Accuracy Trade-Offs in Microarchitectural SimulationsJoshua J. Yi, Resit Sendag, David J. Lilja, Douglas M. Hawkins. TC, 56(11):1549-1563, 2007. [doi]
A divide-and-conquer approach for solving singular value decomposition on a heterogeneous systemDing Liu, Ruixuan Li, David J. Lilja, Weijun Xiao. cf 2013: 36 [doi]
Complexity and Performance in Parallel Programming LanguagesSteven P. Vanderwiel, Daphna Nathanson, David J. Lilja. hips 1997: 3 [doi]
TraceRAR: An I/O Performance Evaluation Tool for Replaying, Analyzing, and Regenerating TracesBingzhe Li, Farnaz Toussi, Clark Anderson, David J. Lilja, David H. C. Du. nas 2017: 1-10 [doi]
Cache Coherence in Large-Scale Shared-Memory Multiprocessors: Issues and ComparisonsDavid J. Lilja. ACM Comput. Surv., 25(3):303-338, 1993. [doi]
Dynamic Scheduling Strategies for Shared-memory MultiprocessorsBabak Hamidzadeh, David J. Lilja. icdcs 1996: 208-215
Model Based Test Generation for Microprocessor Architecture ValidationSreekumar V. Kodakara, Deepak Mathaikutty, Ajit Dingankar, Sandeep K. Shukla, David J. Lilja. vlsid 2007: 465-472 [doi]
A Network Status Predictor to Support Dynamic Scheduling in Network-Based Computing SystemsJunSeong Kim, David J. Lilja. ipps 1999: 372-378 [doi]
Spintronic logic gates for spintronic data using magnetic tunnel junctionsShruti Patil, Andrew Lyle, Jonathan Harms, David J. Lilja, Jian-Ping Wang. iccd 2010: 125-131 [doi]
A Superassociative Tagged Cache Coherence DirectoryDavid J. Lilja, Shanthi Ambalavanan. iccd 1994: 42-45
When Caches Aren t Enough: Data Prefetching TechniquesSteven P. Vanderwiel, David J. Lilja. Computer, 30(7):23-30, 1997.
Characterization of Communication Patterns in Message-Passing Parallel Scientific Application ProgramsJunSeong Kim, David J. Lilja. canpc 1998: 202-216 [doi]
Characterizing datasets for data deduplication in backup applicationsNohhyun Park, David J. Lilja. iiswc 2010: 1-10 [doi]
Using a Statistical Approach for Optimal Security Parameter DeterminationAnand Singh, David J. Lilja. csreaSAM 2009: 515-520
Dynamic Processor Allocation with the Solaris Operating SystemKelvin K. Yue, David J. Lilja. ipps 1998: 392-397 [doi]
Parallel implementation of finite state machines for reducing the latency of stochastic computingCong Ma, David J. Lilja. isqed 2018: 335-340 [doi]
Power and Area Efficient Sorting Networks Using Unary ProcessingM. Hassan Najafi, David J. Lilja, Marc D. Riedel, Kia Bazargan. iccd 2017: 125-128 [doi]
State Pruning for Test Vector Generation for a Multiprocessor Cache Coherence ProtocolYing Chen, Dennis Abts, David J. Lilja. rsp 2004: 74-77 [doi]
Automatic Verification of Instruction Set Simulation Using Synchronized State ComparisonBob Glamm, David J. Lilja. anss 2001: 72-77 [doi]
Simulation of Computer Architectures: Simulators, Benchmarks, Methodologies, and RecommendationsJoshua J. Yi, David J. Lilja. TC, 55(3):268-280, 2006. [doi]
Design of a spintronic arithmetic and logic unit using magnetic tunnel junctionsShruti R. Patil, Xiaofeng Yao, Hao Meng, Jian-Ping Wang, David J. Lilja. cf 2008: 171-178 [doi]
Exploiting free silicon for energy-efficient computing directly in NAND flash-based solid-state storage systemsPeng Li, Kevin Gomez, David J. Lilja. hpec 2013: 1-6 [doi]
Efficient Execution of Parallel Applications in Multiprogrammed Multiprocessor SystemsKelvin K. Yue, David J. Lilja. ipps 1996: 448-456 [doi]
A Compiler-Assisted Scheme for Adaptive Cache Coherence EnforcementTrung N. Nguyen, Farnaz Mounes-Toussi, David J. Lilja, Zhiyuan Li. ifipPACT 1994: 69-78
Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine ClassifierBingzhe Li, M. Hassan Najafi, David J. Lilja. fpga 2016: 36-41 [doi]
Exploring Performance Characteristics of the Optane 3D Xpoint Storage TechnologyJinfeng Yang, Bingzhe Li, David J. Lilja. tompecs, 5(1), 2020. [doi]
Improving Data Cache Performance via Address Correlation: An Upper Bound StudyPeng-fei Chuang, Resit Sendag, David J. Lilja. europar 2004: 541-550 [doi]
Enhancing the Top-Down Microarchitectural Analysis Method Using Purchasing Power Parity TheoryYectli A. Huerta, Brent Swartz, David J. Lilja. lcpc 2022: 163-177 [doi]
Logical Computation on Stochastic Bit Streams with Linear Finite-State MachinesPeng Li, David J. Lilja, Weikang Qian, Marc D. Riedel, Kia Bazargan. TC, 63(6):1474-1486, 2014. [doi]
The Potential of Compile-Time Analysis to Adapt the Cache Coherence Enforcement Strategy to the Data Sharing CharacteristicsFarnaz Mounes-Toussi, David J. Lilja. tpds, 6(5):470-481, 1995. [doi]
Comparing Processor Allocation Strategies in Multiprogrammed Shared-Memory MultiprocessorsKelvin K. Yue, David J. Lilja. jpdc, 49(2):245-258, 1998.
Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic MultiplierBingzhe Li, Yaobin Qin, Bo Yuan 0001, David J. Lilja. jetc, 15(1), 2019. [doi]
Improving Memory Utilization in Cache Coherence DirectoriesDavid J. Lilja, Pen-Chung Yew. tpds, 4(10):1130-1146, 1993. [doi]
Special Issue on Compilation and Architectural Support for Parallel Applications - Guest Editor s IntroductionDavid J. Lilja. jpdc, 58(2):129-131, 1999.
A low power fault-tolerance architecture for the kernel density estimation based image segmentation algorithmPeng Li, David J. Lilja. asap 2011: 161-168 [doi]
An evaluation of a compiler optimization for improving the performance of a coherence directoryFarnaz Mounes-Toussi, David J. Lilja, Zhiyuan Li. ics 1994: 75-84 [doi]
TNT-NN: A Fast Active Set Method for Solving Large Non-Negative Least Squares ProblemsJoe M. Myre, E. Frahm, David J. Lilja, Martin O. Saar. iccs 2017: 755-764 [doi]
Exploiting Basic Block Value Locality with Block ReuseJian Huang, David J. Lilja. hpca 1999: 106-114 [doi]
On Memory System Design for Stochastic ComputingS. Karen Khatamifard, M. Hassan Najafi, Ali Ghoreyshi, Ulya R. Karpuzcu, David J. Lilja. cal, 17(2):117-121, 2018. [doi]
A programmable and scalable technique to design spintronic logic circuits based on magnetic tunnel junctionsShruti R. Patil, David J. Lilja. glvlsi 2011: 7-12 [doi]
Energy-Efficient Pulse-Based Convolution for Near-Sensor ProcessingM. Hassan Najafi, S. Rasoul Faraji, Kia Bazargan, David J. Lilja. iscas 2020: 1-5 [doi]
Exploring Sub-Block Value Reuse for Superscalar ProcessorsJian Huang, David J. Lilja. IEEEpact 2000: 100-110 [doi]
The Effect of using State-Based Priority Information in a Shared-Memory Multiprocessor Cache Replacement PolicyFarnaz Mounes-Toussi, David J. Lilja. icpp 1998: 217-224 [doi]
Comparing Parallelism Extraction Techniques: Superscalar Processors, Pipelined Processors, and MultiprocessorsDavid J. Lilja, Pen-Chung Yew. icpp 1990: 563-564
An Architecture for Fault-Tolerant Computation with Stochastic LogicWeikang Qian, Xin Li, Marc D. Riedel, Kia Bazargan, David J. Lilja. TC, 60(1):93-105, 2011. [doi]
Low-Cost, High-Performance Barrier Synchronization on Networks of WorkstationsDonald Johnson, David J. Lilja, John Riedl, James Anderson. jpdc, 40(1):131-137, 1997.
MMV: A Metamodeling Based Microprocessor Validation EnvironmentDeepak Mathaikutty, Sreekumar V. Kodakara, Ajit Dingankar, Sandeep K. Shukla, David J. Lilja. tvlsi, 16(4):339-352, 2008. [doi]
Comparing simulation techniques for microarchitecture-aware floorplanningVidyasagar Nookala, Ying Chen, David J. Lilja, Sachin S. Sapatnekar. ispass 2006: 80-88 [doi]

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