Jul 20, 2000

Lilja, D. J. (2000). Measuring Computer Performance: A Practitioner’s Guide. Cambridge University Press. https://doi.org/10.1017/cbo9780511612398

IEEE Computer Architecture Letters / Jan 01, 2002

KleinOsowski, A. J., & Lilja, D. J. (2002). MinneSPEC: A New SPEC Benchmark Workload for Simulation-Based Computer Architecture Research. IEEE Computer Architecture Letters, 1(1), 7–7. https://doi.org/10.1109/l-ca.2002.8

IEEE Transactions on Computers / Jan 01, 2011

Qian, W., Li, X., Riedel, M. D., Bazargan, K., & Lilja, D. J. (2011). An Architecture for Fault-Tolerant Computation with Stochastic Logic. IEEE Transactions on Computers, 60(1), 93–105. https://doi.org/10.1109/tc.2010.202

2011 31st International Conference on Distributed Computing Systems / Jun 01, 2011

Debnath, B., Sengupta, S., Li, J., Lilja, D. J., & Du, D. H. C. (2011, June). BloomFlash: Bloom Filter on Flash-Based Storage. 2011 31st International Conference on Distributed Computing Systems. https://doi.org/10.1109/icdcs.2011.44

ACM Computing Surveys / Jun 01, 2000

Vanderwiel, S. P., & Lilja, D. J. (2000). Data prefetch mechanisms. ACM Computing Surveys, 32(2), 174–199. https://doi.org/10.1145/358923.358939

IEEE Transactions on Very Large Scale Integration (VLSI) Systems / Mar 01, 2014

Li, P., Lilja, D. J., Qian, W., Bazargan, K., & Riedel, M. D. (2014). Computation on Stochastic Bit Streams Digital Image Processing Case Studies. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 22(3), 449–462. https://doi.org/10.1109/tvlsi.2013.2247429

IEEE Transactions on Computers / Jan 01, 1999

Jenn-Yuan Tsai, Jian Huang, Amlo, C., Lilja, D. J., & Pen-Chung Yew. (1999). The superthreaded processor architecture. IEEE Transactions on Computers, 48(9), 881–902. https://doi.org/10.1109/12.795219

2009 International Conference on Parallel Processing / Sep 01, 2009

Bailey, P., Myre, J., Walsh, S. D. C., Lilja, D. J., & Saar, M. O. (2009, September). Accelerating Lattice Boltzmann Fluid Flow Simulations Using Graphics Processors. 2009 International Conference on Parallel Processing. https://doi.org/10.1109/icpp.2009.38

ACM Computing Surveys / Sep 01, 1993

Lilja, D. J. (1993). Cache coherence in large-scale shared-memory multiprocessors: issues and comparisons. ACM Computing Surveys, 25(3), 303–338. https://doi.org/10.1145/158439.158907

2011 IEEE 29th International Conference on Computer Design (ICCD) / Oct 01, 2011

Li, P., & Lilja, D. J. (2011, October). Using stochastic computing to implement digital image processing algorithms. 2011 IEEE 29th International Conference on Computer Design (ICCD). https://doi.org/10.1109/iccd.2011.6081391

The Ninth International Symposium on High-Performance Computer Architecture, 2003. HPCA-9 2003. Proceedings.

Yi, J. J., Lilja, D. J., & Hawkins, D. M. (n.d.). A statistically rigorous approach for improving simulation methodology. The Ninth International Symposium on High-Performance Computer Architecture, 2003. HPCA-9 2003. Proceedings. https://doi.org/10.1109/hpca.2003.1183546

Proceedings Fifth International Symposium on High-Performance Computer Architecture / Jan 01, 1999

Jian Huang, & Lilja, D. J. (1999). Exploiting basic block value locality with block reuse. Proceedings Fifth International Symposium on High-Performance Computer Architecture. https://doi.org/10.1109/hpca.1999.744342

Computer / Aug 01, 2003

Skadron, K., Martonosi, M., August, D. I., Hill, M. D., Lilja, D. J., & Pai, V. S. (2003). Challenges in computer architecture evaluation. Computer, 36(8), 30–36. https://doi.org/10.1109/mc.2003.1220579

IEEE Transactions on Computers / Mar 01, 2006

Yi, J. J., & Lilja, D. J. (2006). Simulation of computer architectures: simulators, benchmarks, methodologies, and recommendations. IEEE Transactions on Computers, 55(3), 268–280. https://doi.org/10.1109/tc.2006.44

Computer / Jul 01, 1997

Vander Wiel, S. P., & Lilja, D. J. (1997). When caches aren’t enough: data prefetching techniques. Computer, 30(7), 23–30. https://doi.org/10.1109/2.596622

Workload Characterization of Emerging Computer Applications / Jan 01, 2001

KleinOsowski, A. J., Flynn, J., Meares, N., & Lilja, D. J. (2001). Adapting the SPEC 2000 Benchmark Suite for Simulation-Based Computer Architecture Research. In Workload Characterization of Emerging Computer Applications (pp. 83–100). Springer US. https://doi.org/10.1007/978-1-4615-1613-2_4

11th International Symposium on High-Performance Computer Architecture

Joshua J. Yi, Kodakara, S. V., Sendag, R., Lilja, D. J., & Hawkins, D. M. (n.d.). Characterizing and Comparing Prevailing Simulation Techniques. 11th International Symposium on High-Performance Computer Architecture. https://doi.org/10.1109/hpca.2005.8

Computer / Feb 01, 1994

Lilja, D. J. (1994). Exploiting the parallelism available in loops. Computer, 27(2), 13–26. https://doi.org/10.1109/2.261915

First International Conference on Broadband Networks

Haowei Bai, Atiquzzaman, M., & Lilja, D. (n.d.). Wireless sensor network for aircraft health monitoring. First International Conference on Broadband Networks. https://doi.org/10.1109/broadnets.2004.92

Proceedings International Parallel and Distributed Processing Symposium

Abts, D., Scott, S., & Lilja, D. J. (n.d.). So many states, so little time: verifying memory coherence in the Cray X1. Proceedings International Parallel and Distributed Processing Symposium. https://doi.org/10.1109/ipdps.2003.1213087

ACM Computing Surveys / Sep 01, 2000

Kazi, I. H., Chen, H. H., Stanley, B., & Lilja, D. J. (2000). Techniques for obtaining high performance in Java programs. ACM Computing Surveys, 32(3), 213–240. https://doi.org/10.1145/367701.367714

Lecture Notes in Computer Science / Jan 01, 1998

Kim, J., & Lilja, D. J. (1998). Characterization of communication patterns in message-passing parallel scientific application programs. In Network-Based Parallel Computing Communication, Architecture, and Applications (pp. 202–216). Springer Berlin Heidelberg. https://doi.org/10.1007/bfb0052218

2008 IEEE 24th International Conference on Data Engineering Workshop / Apr 01, 2008

Debnath, B. K., Lilja, D. J., & Mokbel, M. F. (2008, April). SARD: A statistical approach for ranking database tuning parameters. 2008 IEEE 24th International Conference on Data Engineering Workshop. https://doi.org/10.1109/icdew.2008.4498279

Computer / Nov 01, 2006

Yi, J. J., Eeckhout, L., Lilja, D. J., Calder, B., John, L. K., & Smith, J. E. (2006). The future of simulation: a field of dreams. Computer, 39(11), 22–29. https://doi.org/10.1109/mc.2006.404

Concurrency: Practice and Experience / Oct 01, 1995

Hamidzadeh, B., Atif, Y., & Lilja, D. J. (1995). Dynamic scheduling techniques for heterogeneous computing systems. Concurrency: Practice and Experience, 7(7), 633–652. Portico. https://doi.org/10.1002/cpe.4330070705

IEEE Transactions on Computers / Jun 01, 2014

Li, P., Lilja, D. J., Qian, W., Riedel, M. D., & Bazargan, K. (2014). Logical Computation on Stochastic Bit Streams with Linear Finite-State Machines. IEEE Transactions on Computers, 63(6), 1474–1486. https://doi.org/10.1109/tc.2012.231

IEEE Transactions on Parallel and Distributed Systems / Jan 01, 2000

Lilja, D. J., Lau Ying Kit, & Hamidzadeh, B. (2000). Dynamic task scheduling using online optimization. IEEE Transactions on Parallel and Distributed Systems, 11(11), 1151–1163. https://doi.org/10.1109/71.888636

Applied Physics Letters / Oct 11, 2010

Lyle, A., Harms, J., Patil, S., Yao, X., Lilja, D. J., & Wang, J.-P. (2010). Direct communication between magnetic tunnel junctions for nonvolatile logic fan-out architecture. Applied Physics Letters, 97(15). https://doi.org/10.1063/1.3499427

2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST) / May 01, 2010

Seppane, E., O’Keefe, M. T., & Lilja, D. J. (2010, May). High performance solid state storage under Linux. 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST). https://doi.org/10.1109/msst.2010.5496976

Computers & Geosciences / Dec 01, 2009

Walsh, S. D. C., Saar, M. O., Bailey, P., & Lilja, D. J. (2009). Accelerating geoscience and engineering system simulations on graphics hardware. Computers & Geosciences, 35(12), 2353–2364. https://doi.org/10.1016/j.cageo.2009.05.001

Proceedings of the International Conference on Computer-Aided Design / Nov 05, 2012

Li, P., Lilja, D. J., Qian, W., Bazargan, K., & Riedel, M. (2012, November 5). The synthesis of complex arithmetic computation on stochastic bit streams using sequential logic. Proceedings of the International Conference on Computer-Aided Design. https://doi.org/10.1145/2429384.2429483

Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 / Jan 01, 2015

Ji, Y., Ran, F., Ma, C., & Lilja, D. J. (2015). A Hardware Implementation of a Radial Basis Function Neural Network Using Stochastic Logic. Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015. https://doi.org/10.7873/date.2015.0377

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) / Mar 01, 2019

Faraji, S. R., Hassan Najafi, M., Li, B., Lilja, D. J., & Bazargan, K. (2019, March). Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing. 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE). https://doi.org/10.23919/date.2019.8714937

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays / Feb 21, 2016

Li, B., Najafi, M. H., & Lilja, D. J. (2016, February 21). Using Stochastic Computing to Reduce the Hardware Requirements for a Restricted Boltzmann Machine Classifier. Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. https://doi.org/10.1145/2847263.2847340

IEEE Transactions on Very Large Scale Integration (VLSI) Systems / Dec 01, 2019

Najafi, M. H., Jenson, D., Lilja, D. J., & Riedel, M. D. (2019). Performing Stochastic Computation Deterministically. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 27(12), 2925–2938. https://doi.org/10.1109/tvlsi.2019.2929354

IEEE Transactions on Very Large Scale Integration (VLSI) Systems / Aug 01, 2018

Najafi, M. H., Lilja, David. J., Riedel, M. D., & Bazargan, K. (2018). Low-Cost Sorting Network Circuits Using Unary Processing. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 26(8), 1471–1480. https://doi.org/10.1109/tvlsi.2018.2822300

Design, Automation & Test in Europe Conference & Exhibition (DATE), 2014 / Jan 01, 2014

Saraf, N., Bazargan, K., Lilja, D. J., & Riedel, M. D. (2014). IIR filters using stochastic arithmetic. Design, Automation & Test in Europe Conference & Exhibition (DATE), 2014. https://doi.org/10.7873/date.2014.086

IEEE Transactions on Very Large Scale Integration (VLSI) Systems / May 01, 2017

Najafi, M. H., Jamali-Zavareh, S., Lilja, D. J., Riedel, M. D., Bazargan, K., & Harjani, R. (2017). Time-Encoded Values for Highly Efficient Stochastic Circuits. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 25(5), 1644–1657. https://doi.org/10.1109/tvlsi.2016.2645902

Proceedings of the International Conference on Computer-Aided Design / Nov 05, 2018

Najafi, M. H., Lilja, D. J., & Riedel, M. (2018, November 5). Deterministic methods for stochastic computing using low-discrepancy sequences. Proceedings of the International Conference on Computer-Aided Design. https://doi.org/10.1145/3240765.3240797

ACM Computing Surveys / Jan 10, 2018

Betzel, F., Khatamifard, K., Suresh, H., Lilja, D. J., Sartori, J., & Karpuzcu, U. (2018). Approximate Communication: Techniques for Reducing Communication Bottlenecks in Large-Scale Parallel Systems. ACM Computing Surveys, 51(1), 1–32. https://doi.org/10.1145/3145812

IEEE International Symposium on Workload Characterization (IISWC'10) / Dec 01, 2010

Park, N., & Lilja, D. J. (2010, December). Characterizing datasets for data deduplication in backup applications. IEEE International Symposium on Workload Characterization (IISWC’10). https://doi.org/10.1109/iiswc.2010.5650369

Computer / Jan 01, 1997

Stenstrom, P., Hagersten, E., Lilja, D. J., Martonosi, M., & Venugopal, M. (1997). Trends in shared memory multiprocessing. Computer, 30(12), 44–50. https://doi.org/10.1109/2.642814

Concurrency and Computation: Practice and Experience / Sep 24, 2010

Myre, J., Walsh, S. D. C., Lilja, D., & Saar, M. O. (2010). Performance analysis of single‐phase, multiphase, and multicomponent lattice‐Boltzmann fluid flow simulations on GPU clusters. Concurrency and Computation: Practice and Experience, 23(4), 332–350. Portico. https://doi.org/10.1002/cpe.1645

17th Asia and South Pacific Design Automation Conference / Jan 01, 2012

Peng Li, Qian, W., Riedel, M. D., Bazargan, K., & Lilja, D. J. (2012, January). The synthesis of linear Finite State Machine-based Stochastic Computational Elements. 17th Asia and South Pacific Design Automation Conference. https://doi.org/10.1109/aspdac.2012.6165056

IBM Systems Journal / Jan 01, 2000

Kazi, I. H., Jose, D. P., Ben-Hamida, B., Hescott, C. J., Kwok, C., Konstan, J. A., Lilja, D. J., & Yew, P.-C. (2000). JaViz: A client/server Java profiling tool. IBM Systems Journal, 39(1), 96–117. https://doi.org/10.1147/sj.391.0096

2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems / Sep 01, 2009

Debnath, B., Subramanya, S., Du, D., & Lilja, D. J. (2009, September). Large Block CLOCK (LB-CLOCK): A write caching algorithm for solid state disks. 2009 IEEE International Symposium on Modeling, Analysis & Simulation of Computer and Telecommunication Systems. https://doi.org/10.1109/mascot.2009.5366737

Proceedings. IEEE International Conference on Computer Design: VLSI in Computers and Processors

Yi, J. J., & Lilja, D. J. (n.d.). Improving processor performance by simplifying and bypassing trivial computations. Proceedings. IEEE International Conference on Computer Design: VLSI in Computers and Processors. https://doi.org/10.1109/iccd.2002.1106814

IEEE Transactions on Computers / Apr 01, 2000

Huang, J., & Lilja, D. J. (2000). Extending value reuse to basic blocks with compiler support. IEEE Transactions on Computers, 49(4), 331–347. https://doi.org/10.1109/12.844346

Dec 02, 2004

Lilja, D. J., & Sapatnekar, S. S. (2004). Designing Digital Computer Systems with Verilog. Cambridge University Press. https://doi.org/10.1017/cbo9780511607059

Proceedings. 42nd Design Automation Conference, 2005. / Jan 01, 2005

Nookala, V., Ying Chen, Lilja, D. J., & Sapatnekar, S. S. (2005). Microarchitecture-aware floorplanning using a statistical design of experiments approach. Proceedings. 42nd Design Automation Conference, 2005. https://doi.org/10.1109/dac.2005.193877

Proceedings 1999 IEEE International Conference on Computer Design: VLSI in Computers and Processors (Cat. No.99CB37040)

Vander Wiel, S. P., & Lilja, D. J. (n.d.). A compiler-assisted data prefetch controller. Proceedings 1999 IEEE International Conference on Computer Design: VLSI in Computers and Processors (Cat. No.99CB37040). https://doi.org/10.1109/iccd.1999.808569

Proceedings of the 2009 International Conference on Computer-Aided Design / Nov 02, 2009

Qian, W., Riedel, M. D., Bazargan, K., & Lilja, D. J. (2009, November 2). The synthesis of combinational logic to generate probabilities. Proceedings of the 2009 International Conference on Computer-Aided Design. https://doi.org/10.1145/1687399.1687470

1994 International Conference on Parallel Processing (ICPP'94) / Aug 01, 1994

Hamidzadeh, B., & Lilja, D. (1994, August). Self-Adjusting Scheduling: An On-Line Optimization Technique for Locality Management and Load Balancing. 1994 International Conference on Parallel Processing (ICPP’94). https://doi.org/10.1109/icpp.1994.179

Proceedings of the 19th ACM Great Lakes symposium on VLSI / May 10, 2009

Li, X., Qian, W., Riedel, M. D., Bazargan, K., & Lilja, D. J. (2009, May 10). A reconfigurable stochastic architecture for highly reliable computing. Proceedings of the 19th ACM Great Lakes Symposium on VLSI. https://doi.org/10.1145/1531542.1531615

IEEE Transactions on Computers / Nov 01, 2005

Yi, J. J., Lilja, D. J., & Hawkins, D. M. (2005). Improving Computer Architecture Simulation Methodology by Adding Statistical Rigor. IEEE Transactions on Computers, 54(11), 1360–1373. https://doi.org/10.1109/tc.2005.184

2017 IEEE International Conference on Computer Design (ICCD) / Nov 01, 2017

Li, B., Qin, Y., Yuan, B., & Lilja, D. J. (2017, November). Neural Network Classifiers Using Stochastic Computing with a Hardware-Oriented Approximate Activation Function. 2017 IEEE International Conference on Computer Design (ICCD). https://doi.org/10.1109/iccd.2017.23

IEEE Transactions on Magnetics / Oct 01, 2011

Lyle, A., Patil, S., Harms, J., Glass, B., Yao, X., Lilja, D., & Wang, J.-P. (2011). Magnetic Tunnel Junction Logic Architecture for Realization of Simultaneous Computation and Communication. IEEE Transactions on Magnetics, 47(10), 2970–2973. https://doi.org/10.1109/tmag.2011.2158527

IEEE Transactions on Parallel and Distributed Systems / Jan 01, 1997

Yue, K. K., & Lilja, D. J. (1997). An effective processor allocation strategy for multiprogrammed shared-memory multiprocessors. IEEE Transactions on Parallel and Distributed Systems, 8(12), 1246–1258. https://doi.org/10.1109/71.640017

Proceedings of the 23rd annual international symposium on Computer architecture / May 01, 1996

Xia, C., & Torrellas, J. (1996, May). Instruction prefetching of systems codes with layout optimized for reduced cache misses. Proceedings of the 23rd Annual International Symposium on Computer Architecture. https://doi.org/10.1145/232973.233001

2010 IEEE International Conference on Computer Design / Oct 01, 2010

Patil, S., Lyle, A., Harms, J., Lilja, D. J., & Wang, J.-P. (2010, October). Spintronic logic gates for spintronic data using magnetic tunnel junctions. 2010 IEEE International Conference on Computer Design. https://doi.org/10.1109/iccd.2010.5647611

Proceedings of the 12th international conference on Supercomputing / Jul 13, 1998

Kazi, I. H., & Lilja, D. J. (1998, July 13). Coarse-grained speculative execution in shared-memory multiprocessors. Proceedings of the 12th International Conference on Supercomputing. https://doi.org/10.1145/277830.277853

Wiley Encyclopedia of Electrical and Electronics Engineering / Dec 27, 1999

Eigenmann, R., & Lilja, D. J. (1999, December 27). Von Neumann Computers. Wiley Encyclopedia of Electrical and Electronics Engineering; Wiley; Portico. https://doi.org/10.1002/047134608x.w1704

Proceedings Second International Workshop on High-Level Parallel Programming Models and Supportive Environments

VanderWiel, S. P., Nathanson, D., & Lilja, D. J. (n.d.). Complexity and performance in parallel programming languages. Proceedings Second International Workshop on High-Level Parallel Programming Models and Supportive Environments. https://doi.org/10.1109/hips.1997.582951

ACM Transactions on Modeling and Performance Evaluation of Computing Systems / Feb 04, 2020

Yang, J., Li, B., & Lilja, D. J. (2020). Exploring Performance Characteristics of the Optane 3D Xpoint Storage Technology. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 5(1), 1–28. https://doi.org/10.1145/3372783

2015 IEEE 26th International Conference on Application-specific Systems, Architectures and Processors (ASAP) / Jul 01, 2015

Li, B., Najafi, M. H., & Lilja, D. J. (2015, July). An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams. 2015 IEEE 26th International Conference on Application-Specific Systems, Architectures and Processors (ASAP). https://doi.org/10.1109/asap.2015.7245709

ASAP 2011 - 22nd IEEE International Conference on Application-specific Systems, Architectures and Processors / Sep 01, 2011

Li, P., & Lilja, D. J. (2011, September). A low power fault-tolerance architecture for the kernel density estimation based image segmentation algorithm. ASAP 2011 - 22nd IEEE International Conference on Application-Specific Systems, Architectures and Processors. https://doi.org/10.1109/asap.2011.6043264

Proceedings of the 2006 international symposium on Low power electronics and design - ISLPED '06 / Jan 01, 2006

Nookala, V., Lilja, D. J., & Sapatnekar, S. S. (2006). Temperature-aware floorplanning of microarchitecture blocks with IPC-power dependence modeling and transient analysis. Proceedings of the 2006 International Symposium on Low Power Electronics and Design - ISLPED ’06. https://doi.org/10.1145/1165573.1165644

2006 IEEE International Symposium on Workload Characterization / Oct 01, 2006

Yi, J., Sendag, R., Eeckhout, L., Joshi, A., Lilja, D., & John, L. (2006, October). Evaluating Benchmark Subsetting Approaches. 2006 IEEE International Symposium on Workload Characterization. https://doi.org/10.1109/iiswc.2006.302733

Computer / Jan 01, 1997

Adve, S. V., Burger, D., Eigenmann, R., Rawsthorne, A., Smith, M. D., Gebotys, C. H., Kandemir, M. T., Lilja, D. J., Choudbary, A. N., Fang, J. Z., & Pen-Chung Yew. (1997). Changing interaction of compiler and architecture. Computer, 30(12), 51–58. https://doi.org/10.1109/2.642815

2018 19th International Symposium on Quality Electronic Design (ISQED) / Mar 01, 2018

Li, B., Najafi, M. H., Yuan, B., & Lilja, D. J. (2018, March). Quantized neural networks with new stochastic multipliers. 2018 19th International Symposium on Quality Electronic Design (ISQED). https://doi.org/10.1109/isqed.2018.8357316

World Patent Information / Jan 01, 1989

US patent depository libraries programme. (1989). World Patent Information, 11(3), 174. https://doi.org/10.1016/0172-2190(89)90152-x

Proceedings of the Third ACM Symposium on Cloud Computing / Oct 14, 2012

Park, N., Ahmad, I., & Lilja, D. J. (2012, October 14). Romano: autonomous storage management using performance prediction in multi-tenant datacenters. Proceedings of the Third ACM Symposium on Cloud Computing. https://doi.org/10.1145/2391229.2391250

2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) / Jul 01, 2018

Yang, M., Li, B., Lilja, D. J., Yuan, B., & Qian, W. (2018, July). Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic Computing. 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). https://doi.org/10.1109/isvlsi.2018.00037

IEEE Transactions on Emerging Topics in Computing / Jan 01, 2021

Najafi, M. H., & Lilja, D. J. (2021). High Quality Down-Sampling for Deterministic Approaches to Stochastic Computing. IEEE Transactions on Emerging Topics in Computing, 9(1), 7–14. https://doi.org/10.1109/tetc.2017.2789243

2012 IEEE 30th International Conference on Computer Design (ICCD) / Sep 01, 2012

Li, P., Qian, W., & Lilja, D. J. (2012, September). A stochastic reconfigurable architecture for fault-tolerant computation with sequential logic. 2012 IEEE 30th International Conference on Computer Design (ICCD). https://doi.org/10.1109/iccd.2012.6378656

Geographic Information Science / Jan 01, 2004

Kazar, B. M., Shekhar, S., Lilja, D. J., Vatsavai, R. R., & Pace, R. K. (2004). Comparing Exact and Approximate Spatial Auto-regression Model Solutions for Spatial Data Analysis. In Lecture Notes in Computer Science (pp. 140–161). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-30231-5_10

IEEE Transactions on Education / Jan 01, 2001

Lilja, D. J. (2001). Teaching computer systems performance analysis. IEEE Transactions on Education, 44(1), 35–40. https://doi.org/10.1109/13.912708

2012 IEEE 30th International Conference on Computer Design (ICCD) / Sep 01, 2012

Zhang, Z., Xiao, W., Park, N., & Lilja, D. J. (2012, September). Memory module-level testing and error behaviors for phase change memory. 2012 IEEE 30th International Conference on Computer Design (ICCD). https://doi.org/10.1109/iccd.2012.6378664

Proceedings 14th International Parallel and Distributed Processing Symposium. IPDPS 2000

Kazi, I. H., & Lilja, D. J. (n.d.). JavaSpMT: A speculative thread pipelining parallelization model for Java programs. Proceedings 14th International Parallel and Distributed Processing Symposium. IPDPS 2000. https://doi.org/10.1109/ipdps.2000.846035

IEEE International. 2005 Proceedings of the IEEE Workload Characterization Symposium, 2005.

Eeckhout, L., Sundareswara, R., Joshua J. Yi, Lilja, D. J., & Schrater, P. (n.d.). Accurate statistical approaches for generating representative workload compositions. IEEE International. 2005 Proceedings of the IEEE Workload Characterization Symposium, 2005. https://doi.org/10.1109/iiswc.2005.1526001

Proceedings of 16th International Conference on Distributed Computing Systems

Hamidzadeh, B., & Lilja, D. J. (n.d.). Dynamic scheduling strategies for shared-memory multiprocessors. Proceedings of 16th International Conference on Distributed Computing Systems. https://doi.org/10.1109/icdcs.1996.507918

IEEE Transactions on Parallel and Distributed Systems / May 01, 1995

Mounes-Toussi, F., & Lilja, D. J. (1995). The potential of compile-time analysis to adapt the cache coherence enforcement strategy to the data sharing characteristics. IEEE Transactions on Parallel and Distributed Systems, 6(5), 470–481. https://doi.org/10.1109/71.382316

2015 73rd Annual Device Research Conference (DRC) / Jun 01, 2015

Kim, J., Tuohy, B., Ma, C., Choi, W. H., Ahmed, I., Lilja, D., & Kim, C. H. (2015, June). Spin-Hall effect MRAM based cache memory: A feasibility study. 2015 73rd Annual Device Research Conference (DRC). https://doi.org/10.1109/drc.2015.7175583

2005 IEEE International Conference on Electro Information Technology

Haowei Bai, & Lilja, D. (n.d.). Buffer Requirements at ECN-Capable RED Gateways to Minimize Packet Losses. 2005 IEEE International Conference on Electro Information Technology. https://doi.org/10.1109/eit.2005.1627009

IEEE Computer Society Annual Symposium on VLSI

KleinOsowski, A. J., & Lilja, D. J. (n.d.). The NanoBox project: exploring fabrics of self-correcting logic blocks for high defect rate molecular device technologies. IEEE Computer Society Annual Symposium on VLSI. https://doi.org/10.1109/isvlsi.2004.1339503

Proceedings of the 5th international conference on Supercomputing - ICS '91 / Jan 01, 1991

Lilja, D. J., & Yew, P.-C. (1991). Combining hardware and software cache coherence strategies. Proceedings of the 5th International Conference on Supercomputing - ICS ’91. https://doi.org/10.1145/109025.109093

Euro-Par 2002 Parallel Processing / Jan 01, 2002

Sendag, R., Lilja, D. J., & Kunkel, S. R. (2002). Exploiting the Prefetching Effect Provided by Executing Mispredicted Load Instructions. In Lecture Notes in Computer Science (pp. 468–480). Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-45706-2_64

Procedia Computer Science / Jan 01, 2017

Myre, J. M., Frahm, E., Lilja, D. J., & Saar, M. O. (2017). TNT-NN: A Fast Active Set Method for Solving Large Non-Negative Least Squares Problems. Procedia Computer Science, 108, 755–764. https://doi.org/10.1016/j.procs.2017.05.194

2012 IEEE 10th International Symposium on Parallel and Distributed Processing with Applications / Jul 01, 2012

Xiao, W., Lei, X., Li, R., Park, N., & Lilja, D. J. (2012, July). PASS: A Hybrid Storage System for Performance-Synchronization Tradeoffs Using SSDs. 2012 IEEE 10th International Symposium on Parallel and Distributed Processing with Applications. https://doi.org/10.1109/ispa.2012.59

Proceedings International Parallel and Distributed Processing Symposium

Ying Chen, Sendag, R., & Lija, D. J. (n.d.). Using incorrect speculation to prefetch data in a concurrent multithreaded processor. Proceedings International Parallel and Distributed Processing Symposium. https://doi.org/10.1109/ipdps.2003.1213177

IEEE Transactions on Parallel and Distributed Systems / Sep 01, 2001

Kazi, I. H., & Lilja, D. J. (2001). Coarse-grained thread pipelining: a speculative parallel execution model for shared-memory multiprocessors. IEEE Transactions on Parallel and Distributed Systems, 12(9), 952–966. https://doi.org/10.1109/71.954629

Proceedings 2000 International Conference on Parallel Architectures and Compilation Techniques (Cat. No.PR00622)

Jian Huang, & Lilja, D. J. (n.d.). Exploring sub-block value reuse for superscalar processors. Proceedings 2000 International Conference on Parallel Architectures and Compilation Techniques (Cat. No.PR00622). https://doi.org/10.1109/pact.2000.888335

Proceedings of the 19th annual international symposium on Computer architecture - ISCA '92 / Jan 01, 1992

De Gloria, A., & Faraboschi, P. (1992). Instruction-level parallelism in Prolog: analysis and architectural support. Proceedings of the 19th Annual International Symposium on Computer Architecture - ISCA ’92. https://doi.org/10.1145/139669.139730

IEEE Computer Architecture Letters / Jan 01, 2010

Patil, S., & Lilja, D. J. (2010). Using Resampling Techniques to Compute Confidence Intervals for the Harmonic Mean of Rate-Based Performance Metrics. IEEE Computer Architecture Letters, 9(1), 1–4. https://doi.org/10.1109/l-ca.2010.1

2006 IEEE International Symposium on Performance Analysis of Systems and Software

Joshi, A., Yi, J. J., Bell, R. H., Eeckhout, L., John, L., & Lilja, D. (n.d.). Evaluating the efficacy of statistical simulation for design space exploration. 2006 IEEE International Symposium on Performance Analysis of Systems and Software. https://doi.org/10.1109/ispass.2006.1620791

Proceedings of International Conference on Parallel Processing

Yue, K. K., & Lilja, D. J. (n.d.). Efficient execution of parallel applications in multiprogrammed multiprocessor systems. Proceedings of International Conference on Parallel Processing. https://doi.org/10.1109/ipps.1996.508094

2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC) / Jan 01, 2017

Najafi, M. H., & Lilja, D. J. (2017, January). High-speed stochastic circuits using synchronous analog pulses. 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC). https://doi.org/10.1109/aspdac.2017.7858369

Jan 01, 2016

Lilja, D. (2016). Linear Regression Using R: An Introduction to Data Modeling. University of Minnesota Libraries Publishing. https://doi.org/10.24926/8668/1301

2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS) / Dec 01, 2017

Minglani, M., Diehl, J., Cao, X., Li, B., Park, D., Lilja, D. J., & Du, D. H. C. (2017, December). Kinetic Action: Performance Analysis of Integrated Key-Value Storage Devices vs. LevelDB Servers. 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS). https://doi.org/10.1109/icpads.2017.00072