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Research Output 1988 2019

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Conference contribution
2019

Accelerating Deterministic Bit-Stream Computing with Resolution Splitting

Najafi, M. H., Faraji, S. R., Li, B., Lilja, D. J. & Bazargan, K., Apr 23 2019, Proceedings of the 20th International Symposium on Quality Electronic Design, ISQED 2019. IEEE Computer Society, p. 157-162 6 p. 8697443. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Processing
Energy utilization
Hardware
5 Citations (Scopus)

Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing

Faraji, S. R., Hassan Najafi, M., Li, B., Lilja, D. J. & Bazargan, K., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1757-1762 6 p. 8714937. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stream Processing
Energy Efficient
Latency
Neural Networks
Neural networks

Energy-efficient near-sensor convolution using pulsed unary processing

Hassan Najafi, M., Rasoul Faraji, S., Bazargan, K. & Lilja, D. J., Jul 2019, Proceedings - 2019 IEEE 30th International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2019. Institute of Electrical and Electronics Engineers Inc., 1 p. 8825135. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convolution
Sensors
Processing
Engines
Costs

HAML-SSD: A hardware accelerated hotness-aware machine learning based SSD management

Li, B., Deng, C., Yang, J., Lilja, D., Yuan, B. & Du, D., Nov 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., 8942140. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Hardware
Learning algorithms
Flash memory
Mobile computing
2018

Architectural support for probabilistic branches

Adileh, A., Lilja, D. J. & Eeckhout, L., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 108-120 13 p. 8574535. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware
Flow control
Tuning
Statistical Data Interpretation
6 Citations (Scopus)

Deterministic methods for stochastic computing using low-discrepancy sequences

Najafi, M. H., Lilja, D. J. & Riedel, M., Nov 5 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2018 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., a51. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Processing
1 Citation (Scopus)

Efficient and Fast Approximate Consensus with Epidemic Failure Detection at Extreme Scale

Katti, A. & Lilja, D. J., Jun 6 2018, Proceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018. Kotenko, I., Merelli, I. & Lio, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 267-272 6 p. (Proceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Information dissemination
Scalability
Data storage equipment

Enhancing the Ensemble of Exemplar-SVMs for Binary Classification Using Concurrent Selection and Ensemble Learning

Qin, Y., Li, B. & Lilja, D. J., Nov 2018, 2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018. Chakrabarti, S. & Saha, H. N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 673-682 10 p. 8796693. (2018 9th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

learning
Support vector machines
education
hardware
Hardware

HyperProtect: Enhancing the Performance of a Dynamic Backup System Using Intelligent Scheduling

Qin, Y., Hoffmann, B. & Lilja, D. J., Jul 2 2018, 2018 IEEE 37th International Performance Computing and Communications Conference, IPCCC 2018. Institute of Electrical and Electronics Engineers Inc., 8711182. (2018 IEEE 37th International Performance Computing and Communications Conference, IPCCC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Scheduling
Throughput
Data privacy
Scheduling algorithms
3 Citations (Scopus)

Kinetic action: Performance analysis of integrated key-value storage devices vs. LevelDB servers

Minglani, M., Diehl, J., Cao, X., Li, B., Park, D., Lilja, D. J. & Du, D. H. C., May 29 2018, Proceedings - 2017 IEEE 23rd International Conference on Parallel and Distributed Systems, ICPADS 2017. IEEE Computer Society, p. 501-510 10 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Servers
Kinetics
Throughput
Benchmarking
Ethernet
2 Citations (Scopus)

Parallel implementation of finite state machines for reducing the latency of stochastic computing

Ma, C. & Lilja, D. J., May 9 2018, 2018 19th International Symposium on Quality Electronic Design, ISQED 2018. IEEE Computer Society, p. 335-340 6 p. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2018-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finite automata
Hyperbolic functions
Edge detection
Fault tolerance
Image quality
3 Citations (Scopus)

Quantized neural networks with new stochastic multipliers

Li, B., Najafi, M. H., Yuan, B. & Lilja, D. J., May 9 2018, 2018 19th International Symposium on Quality Electronic Design, ISQED 2018. IEEE Computer Society, p. 376-382 7 p. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2018-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Hardware
Costs
Adders
2 Citations (Scopus)

Reducing Relational Database Performance Bottlenecks Using 3D XPoint Storage Technology

Yang, J. & Lilja, D. J., Sep 5 2018, Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1804-1808 5 p. 8456140. (Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Relational database systems
Data base
Relational database
Amplification
Availability

Tier-Code: An XOR-based raid-6 code with improved write and degraded-mode read performance

Li, B., Yang, M., Mohajer, S., Qian, W. & Lilja, D. J., Oct 30 2018, 2018 IEEE International Conference on Networking, Architecture and Storage, NAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8515729. (2018 IEEE International Conference on Networking, Architecture and Storage, NAS 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reed-Solomon codes
Software testing
Application specific integrated circuits
Decoding
Hardware
1 Citation (Scopus)

TNT: A solver for large dense least-squares problems that takes conjugate gradient from bad in theory, to good in practice

Myre, J. M., Frahm, E., Lilja, D. J. & Saar, M. O., Aug 3 2018, Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018. Institute of Electrical and Electronics Engineers Inc., p. 987-995 9 p. 8425520. (Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Iterative methods
Magnetism
Factorization
Rocks
Gradient
4 Citations (Scopus)

Towards theoretical cost limit of stochastic number generators for stochastic computing

Yang, M., Li, B., Lilja, D. J., Yuan, B. & Qian, W., Aug 7 2018, Proceedings - 2018 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2018. IEEE Computer Society, p. 154-159 6 p. 8429358. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Networks (circuits)
Costs
2017
2 Citations (Scopus)

Cost-quality trade-offs of approximate memory repair mechanisms for image data

Fan, Q., Sapatnekar, S. S. & Lilja, D. J., May 2 2017, Proceedings of the 18th International Symposium on Quality Electronic Design, ISQED 2017. IEEE Computer Society, p. 438-444 7 p. 7918355. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Repair
Data storage equipment
Costs
Dynamic random access storage

Determining work partitioning on closely coupled heterogeneous computing systems using statistical design of experiments

Huerta, Y. A., Swartz, B. & Lilja, D. J., Dec 5 2017, Proceedings of the 2017 IEEE International Symposium on Workload Characterization, IISWC 2017. Institute of Electrical and Electronics Engineers Inc., p. 118-119 2 p. (Proceedings of the 2017 IEEE International Symposium on Workload Characterization, IISWC 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design of experiments
Processing
Partitioning
Coefficients
Benchmark
9 Citations (Scopus)

High-speed stochastic circuits using synchronous analog pulses

Najafi, M. H. & Lilja, D. J., Feb 16 2017, 2017 22nd Asia and South Pacific Design Automation Conference, ASP-DAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 481-487 7 p. 7858369. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware
Networks (circuits)
5 Citations (Scopus)

Neural network classifiers using stochastic computing with a hardware-oriented approximate activation function

Li, B., Qin, Y., Yuan, B. & Lilja, D. J., Nov 22 2017, Proceedings - 35th IEEE International Conference on Computer Design, ICCD 2017. Institute of Electrical and Electronics Engineers Inc., p. 97-104 8 p. 8119196. (Proceedings - 35th IEEE International Conference on Computer Design, ICCD 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Chemical activation
Neural networks
Hardware
Pattern recognition
3 Citations (Scopus)

Power and area efficient sorting networks using unary processing

Najafi, M. H., Lilja, D. J., Riedel, M. & Bazargan, K., Nov 22 2017, Proceedings - 35th IEEE International Conference on Computer Design, ICCD 2017. Institute of Electrical and Electronics Engineers Inc., p. 125-128 4 p. 8119200. (Proceedings - 35th IEEE International Conference on Computer Design, ICCD 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sorting
Processing
Hardware
Switching systems
Costs

Stochastic computing implementation of trigonometric and hyperbolic functions

Huai, L., Li, P., Sobelman, G. E. & Lilja, D. J., Jul 1 2017, Proceedings - 2017 IEEE 12th International Conference on ASIC, ASICON 2017. Qin, Y., Hong, Z. & Tang, T-A. (eds.). IEEE Computer Society, p. 553-556 4 p. (Proceedings of International Conference on ASIC; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hyperbolic functions
Field programmable gate arrays (FPGA)
2 Citations (Scopus)

TraceRAR: An I/O Performance Evaluation Tool for Replaying, Analyzing, and Regenerating Traces

Li, B., Toussi, F., Anderson, C., Lilja, D. J. & Du, D. H. C., Sep 6 2017, 2017 IEEE International Conference on Networking, Architecture, and Storage, NAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8026880. (2017 IEEE International Conference on Networking, Architecture, and Storage, NAS 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trace analysis
Ecosystems
Costs
Linux
2016
1 Citation (Scopus)

GPU-Accelerated nick local image thresholding algorithm

Najafi, M. H., Murali, A., Lilja, D. J. & Sartori, J., Jan 15 2016, Proceedings - 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015. IEEE Computer Society, p. 576-584 9 p. 7384341. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2016-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image processing
Graphics processing unit
13 Citations (Scopus)

Polysynchronous stochastic circuits

Najafi, M. H., Lilja, D. J., Riedel, M. & Bazargan, K., Mar 7 2016, 2016 21st Asia and South Pacific Design Automation Conference, ASP-DAC 2016. Institute of Electrical and Electronics Engineers Inc., p. 492-498 7 p. 7428060. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 25-28-January-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clocks
Clock distribution networks
Networks (circuits)
Application specific integrated circuits
Signal processing
2 Citations (Scopus)

Ps-code: A new code for improved degraded mode read and write performance of RAID systems

Li, B., Minglani, M. & Lilja, D. J., Aug 23 2016, 2016 IEEE International Conference on Networking Architecture and Storage, NAS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7549415. (2016 IEEE International Conference on Networking Architecture and Storage, NAS 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computational complexity
Reed-Solomon codes
Fault tolerance
32 Citations (Scopus)

Using stochastic computing to reduce the hardware requirements for a restricted boltzmann machine classifier

Li, B., Najafi, M. H. & Lilja, D. J., Feb 21 2016, FPGA 2016 - Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. Association for Computing Machinery, Inc, p. 36-41 6 p. (FPGA 2016 - Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field programmable gate arrays (FPGA)
Classifiers
Hardware
Neurons
Neural networks
2015
38 Citations (Scopus)

A hardware implementation of a radial basis function neural network using stochastic logic

Ji, Y., Ran, F., Ma, C. & Lilja, D. J., Apr 22 2015, Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015. Institute of Electrical and Electronics Engineers Inc., p. 880-883 4 p. 7092509. (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2015-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Hardware
Neurons
Logic gates
Finite automata
19 Citations (Scopus)

An FPGA implementation of a Restricted Boltzmann Machine classifier using stochastic bit streams

Li, B., Najafi, M. H. & Lilja, D. J., Sep 8 2015, Proceedings of the ASAP 2015 - 2015 IEEE 26th International Conference on Application-Specific Systems, Architectures and Processors. Institute of Electrical and Electronics Engineers Inc., p. 68-69 2 p. 7245709. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field programmable gate arrays (FPGA)
Classifiers
Hardware
Neural networks

Design space exploration for efficient computing in Solid State drives with the Storage Processing Unit

Minglani, M., Nagarajan, A., Deshapande, S., Everson, L. & Lilja, D. J., Sep 10 2015, Proceedings of the 2015 IEEE International Conference on Networking, Architecture and Storage, NAS 2015. Institute of Electrical and Electronics Engineers Inc., p. 87-94 8 p. 7255225

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Processing
Space applications
Energy conservation
Energy utilization
8 Citations (Scopus)

Spin-Hall effect MRAM based cache memory: A feasibility study

Kim, J., Tuohy, B., Ma, C., Choi, W. H., Ahmed, I., Lilja, D. & Kim, C. H., Aug 3 2015, 73rd Annual Device Research Conference, DRC 2015. Institute of Electrical and Electronics Engineers Inc., p. 117-118 2 p. 7175583. (Device Research Conference - Conference Digest, DRC; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spin Hall effect
Cache memory
Benchmarking
Data storage equipment
Networks (circuits)
2014
32 Citations (Scopus)

IIR filters using stochastic arithmetic

Saraf, N., Bazargan, K., Lilja, D. J. & Riedel, M., Jan 1 2014, Proceedings - Design, Automation and Test in Europe, DATE 2014. Institute of Electrical and Electronics Engineers Inc., 6800287. (Proceedings -Design, Automation and Test in Europe, DATE).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

IIR filters
Delta sigma modulation
Adders
Low pass filters
Digital filters

Improving energy and performance with spintronics caches in multicore systems

Tuohy, W., Ma, C., Nandkar, P., Borse, N. & Lilja, D. J., Jan 1 2014, Euro-Par 2014: Parallel Processing Workshops - Euro-Par 2014 InternationalWorkshops, Revised Selected Papers. Lopes, L. (ed.). Springer- Verlag, p. 279-290 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8806).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spintronics
Magnetoelectronics
Cache
Energy utilization
Data storage equipment
2013
4 Citations (Scopus)

Accelerating the performance of stochastic encoding-based computations by sharing bits in consecutive bit streams

Li, P. & Lilja, D. J., Sep 9 2013, ASAP 2013 - Proceedings of the 2013 IEEE 24th International Conference on Application-Specific Systems, Architectures and Processors. p. 257-260 4 p. 6567585. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pixels
Image processing
Fault tolerance
Stretching
Hardware
5 Citations (Scopus)

A divide-and-conquer approach for solving singular value decomposition on a heterogeneous system

Liu, D., Li, R., Lilja, D. J. & Xiao, W., Jul 4 2013, Proceedings of the ACM International Conference on Computing Frontiers, CF 2013. (Proceedings of the ACM International Conference on Computing Frontiers, CF 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Singular value decomposition
Program processors
Convergence of numerical methods
Pattern recognition
Hardware
2 Citations (Scopus)

A stepwise approach to software-hardware performance co-optimization using design of experiments

Palanivel, K., Chow, K., Bant, K. & Lilja, D. J., Jan 1 2013, Annual International Conference of the Computer Measurement Group, CMG 2013. Computer Measurement Group Inc, Vol. 1. p. 134-145 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design of experiments
Hardware
Application programs
Tuning
Analysis of variance (ANOVA)
3 Citations (Scopus)

Case studies of logical computation on stochastic bit streams

Li, P., Qian, W., Lilja, D. J., Bazargan, K. & Riedel, M., Dec 1 2013, Integrated Circuit and System Design: Power and Timing Modeling, Optimization and Simulation - 22nd International Workshop, PATMOS 2012, Revised Selected Papers. p. 235-244 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7606 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Logic
Binary
Soft Error
Representation of data
Median Filter
3 Citations (Scopus)

Exploiting free silicon for energy-efficient computing directly in NAND flash-based solid-state storage systems

Li, P., Gomez, K. & Lilja, D. J., Jan 1 2013, 2013 IEEE High Performance Extreme Computing Conference, HPEC 2013. IEEE Computer Society, 6670317. (2013 IEEE High Performance Extreme Computing Conference, HPEC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Silicon
Processing
Program processors
Data storage equipment
Flash memory
9 Citations (Scopus)

Stochastic functions using sequential logic

Saraf, N., Bazargan, K., Lilja, D. J. & Riedel, M., Jan 1 2013, 2013 IEEE 31st International Conference on Computer Design, ICCD 2013. IEEE Computer Society, p. 507-510 4 p. 6657094. (2013 IEEE 31st International Conference on Computer Design, ICCD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finite automata
Taylor series
Random processes
Hardware
Costs
2012
17 Citations (Scopus)

A stochastic reconfigurable architecture for fault-tolerant computation with sequential logic

Li, P., Qian, W. & Lilja, D. J., Dec 1 2012, 2012 IEEE 30th International Conference on Computer Design, ICCD 2012. p. 303-308 6 p. 6378656. (Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reconfigurable architectures
Processing
Fault tolerance
Computer hardware
Clocks
8 Citations (Scopus)

Memory module-level testing and error behaviors for phase change memory

Zhang, Z., Xiao, W., Park, N. & Lilja, D. J., Dec 1 2012, 2012 IEEE 30th International Conference on Computer Design, ICCD 2012. p. 358-363 6 p. 6378664

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phase change memory
Data storage equipment
Testing
Flash memory
Computer systems
16 Citations (Scopus)

PASS: A hybrid storage system for performance-synchronization tradeoffs using SSDs

Xiao, W., Lei, X., Li, R., Park, N. & Lilja, D. J., Oct 15 2012, Proceedings of the 2012 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2012. p. 403-410 8 p. 6280319. (Proceedings of the 2012 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Synchronization
Flash-based SSDs
Personal computing
Copying
Flash memory
13 Citations (Scopus)

Romano: Autonomous storage management using performance prediction in multi-tenant datacenters

Park, N., Ahmad, I. & Lilja, D. J., Dec 10 2012, Proceedings of the 3rd ACM Symposium on Cloud Computing, SoCC 2012. (Proceedings of the 3rd ACM Symposium on Cloud Computing, SoCC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Storage management
Consolidation
Resource allocation
Costs
Experiments
32 Citations (Scopus)

The synthesis of linear finite state machine-based stochastic computational elements

Li, P., Qian, W., Riedel, M., Bazargan, K. & Lilja, D. J., Apr 26 2012, ASP-DAC 2012 - 17th Asia and South Pacific Design Automation Conference. p. 757-762 6 p. 6165056. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finite automata
Logic gates
Networks (circuits)
2011
18 Citations (Scopus)

A low power fault-tolerance architecture for the kernel density estimation based image segmentation algorithm

Li, P. & Lilja, D. J., Nov 3 2011, Proceedings - 22nd IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2011. p. 161-168 8 p. 6043264. (Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fault tolerance
Image segmentation
Logic gates
Snow
Rain
1 Citation (Scopus)

A programmable and scalable technique to design spintronic logic circuits based on magnetic tunnel junctions

Patil, S. & Lilja, D. J., Jun 3 2011, GLSVLSI'11 - Proceedings of the 2011 Great Lakes Symposium on VLSI. p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetoelectronics
Tunnel junctions
Logic circuits
Networks (circuits)
Energy utilization
5 Citations (Scopus)

A statistical evaluation of the impact of parameter selection on storage system benchmarks

Park, N., Xiao, W., Choi, K. & Lilja, D. J., Dec 1 2011, 2011 IEEE 7th International Workshop on Storage Network Architecture and Parallel I/Os, SNAPI 2011. IEEE Computer Society

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

A three-terminal single-walled carbon nanotube thin film MEMS switch for digital logic applications

Jang, M. W., Chen, C. L., Partlo, W. E., Patil, S. R., Lee, D., Ye, Z., Lilja, D., Taton, T. A., Cui, T. & Campbell, S. A., Sep 1 2011, 2011 16th International Solid-State Sensors, Actuators and Microsystems Conference, TRANSDUCERS'11. p. 1705-1708 4 p. 5969607. (2011 16th International Solid-State Sensors, Actuators and Microsystems Conference, TRANSDUCERS'11).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Single-walled carbon nanotubes (SWCN)
MEMS
Copolymers
Switches
Thin films
28 Citations (Scopus)

BloomFlash: Bloom filter on flash-based storage

Debnath, B., Sengupta, S., Li, J., Lilja, D. J. & Du, D. H. C., Aug 25 2011, Proceedings - 31st International Conference on Distributed Computing Systems, ICDCS 2011. p. 635-644 10 p. 5961740. (Proceedings - International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random access storage
Flash memory
Data structures
Hard disk storage
Costs
1 Citation (Scopus)

Performing bitwise logic operations in cache using spintronics-based magnetic tunnel junctions

Patil, S. & Lilja, D. J., Sep 13 2011, Proceedings of the 8th ACM International Conference on Computing Frontiers, CF'11. (Proceedings of the 8th ACM International Conference on Computing Frontiers, CF'11).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spintronics
Magnetoelectronics
Tunnel junctions
Tunnel
Cache