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Research Output

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Conference contribution
2020

PZnet: Efficient 3D ConvNet Inference on Manycore CPUs

Popovych, S., Buniatyan, D., Zlateski, A., Li, K. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 369-383 15 p. (Advances in Intelligent Systems and Computing; vol. 943).

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

2019

Compressed Sensing MRI Reconstruction on Intel HARPv2

Su, Y., Anderson, M., Tamir, J. I., Lustig, M. & Li, K., Apr 2019, Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2019. Institute of Electrical and Electronics Engineers Inc., p. 254-257 4 p. 8735528. (Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2019).

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

DFS: A file system for virtualized flash storage

Josephson, W. K., Bongo, L. A., Li, K. & Flynn, D., Jan 1 2019, Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies. USENIX Association, p. 85-99 15 p. (Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies).

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

DFS: A file system for virtualized flash storage

Josephson, W. K., Bongo, L. A., Li, K. & Flynn, D., Jan 1 2019, Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies. USENIX Association, p. 85-99 15 p. (Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies).

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

Popularity prediction of Facebook videos for higher quality streaming

Tang, L., Huang, Q., Puntambekar, A., Vigfusson, Y., Lloyd, W. & Li, K., Jan 1 2019, Proceedings of the 2017 USENIX Annual Technical Conference, USENIX ATC 2017. USENIX Association, p. 111-123 13 p. (Proceedings of the 2017 USENIX Annual Technical Conference, USENIX ATC 2017).

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

The anatomy of efficient FFT and winograd convolutions on modern CPUs

Zlateski, A., Jia, Z., Li, K. & Durand, F., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 414-424 11 p. (Proceedings of the International Conference on Supercomputing).

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

Tradeoffs in scalable data routing for deduplication clusters

Dong, W., Douglis, F., Reddy, S., Li, K., Shilane, P. & Patterson, H., Jan 1 2019, Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies. USENIX Association, p. 15-29 15 p. (Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies).

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

2018

Optimizing N-dimensional, winograd-based convolution for manycore CPUs

Jia, Z., Zlateski, A., Durand, F. & Li, K., Feb 10 2018, PPoPP 2018 - Proceedings of the 23rd Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 109-123 15 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

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

4 Scopus citations
2016

Erasing Belady's limitations: In search of flash cache offline optimality

Cheng, Y., Douglis, F., Shilane, P., Trachtman, M., Wallace, G., Desnoyers, P. & Li, K., Jan 1 2016, Proceedings of the 2016 USENIX Annual Technical Conference, USENIX ATC 2016. USENIX Association, p. 379-392 14 p. (Proceedings of the 2016 USENIX Annual Technical Conference, USENIX ATC 2016).

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

Real-time full correlation matrix analysis of fMRI data

Wang, Y., Keller, B., Capota, M., Anderson, M. J., Sundaram, N., Cohen, J. D., Li, K., Turk-Browne, N. B. & Willke, T. L., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1242-1251 10 p. 7840728. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

3 Scopus citations
2015

Full correlation matrix analysis of fMRI data on Intel Xeon Phi coprocessors

Wang, Y., Anderson, M. J., Cohen, J. D., Heinecke, A., Li, K., Satish, N., Sundaram, N., Turk-Browne, N. & Willke, T. L., Nov 15 2015, Proceedings of SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a23. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 15-20-November-2015).

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

8 Scopus citations

RIPQ: Advanced photo caching on flash for Facebook

Tang, L., Huang, Q., Lloyd, W., Kumar, S. & Li, K., Jan 1 2015, Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015. USENIX Association, p. 373-386 14 p. (Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015).

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

RIPQ: Advanced photo caching on flash for Facebook

Tang, L., Huang, Q., Lloyd, W., Kumar, S. & Li, K., Jan 1 2015, Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015. USENIX Association, p. 373-386 14 p. (Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015).

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

2014

Author retrospective for search and replication in unstructured peer-to-peer networks

Lv, Q., Cao, P., Cohen, E., Li, K. & Shenker, S., Jun 10 2014, ICS 2014 - Proceedings of the 28th ACM InternationaI Conference on Supercomputing. Banerjee, U. (ed.). Association for Computing Machinery, 1 p. (Proceedings of the International Conference on Supercomputing).

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

1 Scopus citations

Search and replication in unstructured peer-to-peer networks

Lv, Q., Cao, P., Cohen, E., Li, K. & Shenker, S., Jun 10 2014, ICS 2014 - Proceedings of the 28th ACM InternationaI Conference on Supercomputing. Banerjee, U. (ed.). Association for Computing Machinery, p. 335-346 12 p. (Proceedings of the International Conference on Supercomputing).

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

8 Scopus citations
2012

Characteristics of workloads using the pipeline programming model

Bienia, C. & Li, K., Mar 8 2012, Computer Architecture - ISCA 2010 International Workshops, A4MMC, AMAS-BT, EAMA, WEED, WIOSCA, Revised Selected Papers. p. 161-171 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6161 LNCS).

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

15 Scopus citations

High-confidence near-duplicate image detection

Dong, W., Wang, Z., Charikar, M. & Li, K., Jul 27 2012, Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012. (Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012).

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

29 Scopus citations
2011

Efficient K-nearest neighbor graph construction for generic similarity measures

Dong, W., Charikar, M. & Li, K., Dec 1 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 577-586 10 p. (Proceedings of the 20th International Conference on World Wide Web, WWW 2011).

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

186 Scopus citations
2010

Fidelity and scaling of the PARSEC benchmark inputs

Bienia, C. & Li, K., Dec 1 2010, IEEE International Symposium on Workload Characterization, IISWC'10. 5649519. (IEEE International Symposium on Workload Characterization, IISWC'10).

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

33 Scopus citations

Scaling of the PARSEC benchmark inputs

Bienia, C. & Li, K., Jan 1 2010, PACT'10 - Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques. Institute of Electrical and Electronics Engineers Inc., p. 561-562 2 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT; vol. 2010).

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

1 Scopus citations

What does classifying more than 10,000 image categories tell us?

Deng, J., Berg, A. C., Li, K. & Fei-Fei, L., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer Verlag, p. 71-84 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

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

194 Scopus citations
2008

Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces

Dong, W., Charikar, M. & Li, K., Dec 15 2008, ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings. p. 123-130 8 p. (ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings).

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

66 Scopus citations

Efficiently matching sets of features with random histograms

Dong, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2008, MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops. p. 179-188 10 p. (MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops).

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

45 Scopus citations

MC2: Multiple clients on a multilevel cache

Yadgar, G., Factor, M., Li, K. & Schuster, A., Sep 22 2008, Proceedings - The 28th International Conference on Distributed Computing Systems, ICDCS 2008. p. 722-730 9 p. 4595947. (Proceedings - The 28th International Conference on Distributed Computing Systems, ICDCS 2008).

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

28 Scopus citations

Modeling LSH for performance tuning

Dong, W., Wang, Z., Josephson, W., Charikar, M. & Li, K., Dec 1 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 669-678 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

91 Scopus citations

PARSEC vs. SPLASH-2: A quantitative comparison of two multithreaded benchmark suites on chip-multiprocessors

Bienia, C., Kumar, S. & Li, K., Nov 26 2008, 2008 IEEE International Symposium on Workload Characterization, IISWC'08. p. 47-56 10 p. 4636090. (2008 IEEE International Symposium on Workload Characterization, IISWC'08).

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

138 Scopus citations

The PARSEC benchmark suite: Characterization and architectural implications

Bienia, C., Kumar, S., Singh, J. P. & Li, K., Dec 1 2008, PACT'08: Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques. p. 72-81 10 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT).

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

2034 Scopus citations

Towards scalable dataset construction: An active learning approach

Collins, B., Deng, J., Li, K. & Fei-Fei, L., Dec 10 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 1 ed. p. 86-98 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5302 LNCS, no. PART 1).

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

40 Scopus citations
2007

Multi-probe LSH: Efficient indexing for high-dimensional similarity search

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Jan 1 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, Inc, p. 950-961 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

503 Scopus citations

Scalable, dynamic analysis and visualization for genomic datasets

Wallace, G., Hibbs, M., Dunham, M., Sealfon, R., Troyanskaya, O. G. & Li, K., Sep 25 2007, Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM. 4228257. (Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM).

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

Sizing sketches: A rank-based analysis for similarity search

Wang, Z., Dong, W., Josephson, W., Lv, Q., Charikar, M. & Li, K., Nov 29 2007, SIGMETRICS'07 - Proceedings of the 2007 International Conference on Measurement and Modeling of Computer Systems. 1 ed. p. 157-168 12 p. (Performance Evaluation Review; vol. 35, no. 1).

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

20 Scopus citations

Systems support for remote visualization of genomics applications over wide area networks

Bongo, L. A., Wallace, G., Larsen, T., Li, K. & Troyanskaya, O. G., Aug 3 2007, Distributed, High-Performance and Grid Computing in Computational Biology International Workshop, GCCB 2006, Proceedings. p. 157-174 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4360 LNBI).

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

2006

Efficient filtering with sketches in the ferret toolkit

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2006, Proceedings of the 8th ACM Multimedia International Workshop on Multimedia Information Retrieval, MIR 2006. p. 279-288 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

5 Scopus citations

Ferret: A toolkit for content-based similarity search of feature-rich data

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2006, Proceedings of the 2006 EuroSys Conference. p. 317-330 14 p. 1217966. (Proceedings of the 2006 EuroSys Conference).

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

23 Scopus citations

VFerret: Content-based similarity search tool for continuous archived video

Wang, Z., Hoffman, M. D., Cook, P. R. & Li, K., Dec 1 2006, Proceedings of the 3rd ACM Workshop on Continuous Archival and Retrieval of Personal Experiences, CARPE'06. p. 19-25 7 p. (Proceedings of the 3rd ACM Workshop on Continuous Archival and Retrievalof Personal Experiences, CARPE'06).

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

12 Scopus citations
2005

Dynamic scalable visualization for collaborative scientific applications

Li, K., Hibbs, M., Wallace, G. & Troyanskaya, O. G., Dec 1 2005, Proceedings - 19th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2005. 1420140. (Proceedings - 19th IEEE International Parallel and Distributed Processing Symposium, IPDPS 2005; vol. 2005).

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

4 Scopus citations
2004

Image similarity search with compact data structures

Lv, Q., Charikar, M. & Li, K., Dec 1 2004, CIKM 2004: Proceedings of the Thirteenth ACM Conference on Information and Knowledge Management. Evans, D. A., Gravano, L., Herzog, O., Zhai, C. & Ronthaler, M. (eds.). p. 208-217 10 p.

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

66 Scopus citations
2003

Color gamut matching for tiled displaywalls

Wallace, G., Chen, H. & Li, K., Dec 1 2003, Proceedings of the Workshop on Virtual Environments, EGVE'03. p. 293-302 10 p. (Proceedings of the Workshop on Virtual Environments, EGVE'03).

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

33 Scopus citations

Remote view-dependent isosurface visualization

Liu, Z. & Li, K., Dec 1 2003, Volume Graphics 2003, Third Intenational Workshop on Volume Graphics. Fujishiro, I., Mueller, K. & Kaufman, A. (eds.). Association for Computing Machinery, p. 7-14 8 p.

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

2002

A parallel ultra-high resolution MPEG-2 video decoder for PC cluster based tiled display systems

Chen, H., Li, K. & Wei, B., Jan 1 2002, Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002. Institute of Electrical and Electronics Engineers Inc., p. 3-10 8 p. 1015470. (Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002).

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

8 Scopus citations

Memory performance optimizations for real-time software HDTV decoding

Chen, H., Li, K. & Wei, B., Jan 1 2002, Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Institute of Electrical and Electronics Engineers Inc., p. 305-308 4 p. 1035779. (Proceedings - 2002 IEEE International Conference on Multimedia and Expo, ICME 2002; vol. 1).

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

1 Scopus citations
2001

FlexScope: Support for browsing multiple pages on the Web

Wei, B., Huang, H., Filner, A. & Li, K., Jan 1 2001, Proceedings - 2nd IEEE Workshop on Internet Applications, WIAPP 2001. Institute of Electrical and Electronics Engineers Inc., p. 94-103 10 p. 941876. (Proceedings - 2nd IEEE Workshop on Internet Applications, WIAPP 2001).

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

Parallel rendering with K-way replication

Samanta, R., Funkhouser, T. A. & Li, K., Jan 1 2001, Proceedings - IEEE 2001 Symposium on Parallel and Large-Data Visualization and Graphics. Spencer, S. N. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 75-84 10 p. 964407. (Proceedings - IEEE 2001 Symposium on Parallel and Large-Data Visualization and Graphics).

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

39 Scopus citations

Software environments for cluster-based display systems

Chen, Y., Chen, H., Clark, D. W., Liu, Z., Wallace, G. & Li, K., Dec 1 2001, Proceedings - 1st IEEE/ACM International Symposium on Cluster Computing and the Grid, CCGrid 2001. p. 202-210 9 p. 923194. (Proceedings - 1st IEEE/ACM International Symposium on Cluster Computing and the Grid, CCGrid 2001).

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

35 Scopus citations
2000

Hybrid sort-first and sort-last parallel rendering with a cluster of PCs

Samanta, R., Funkhouser, T. A., Li, K. & Singh, J. P., Dec 1 2000, Proceedings of the SIGGRAPH/Eurographics Workshop on Graphics Hardware. p. 97-108 12 p.

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

82 Scopus citations
1997

CLIP: A checkpointing tool for message-passing parallel programs

Chen, Y., Plank, J. S. & Li, K., Jan 1 1997, Proceedings of the 1997 ACM/IEEE Conference on Supercomputing, SC 1997. Association for Computing Machinery, (Proceedings of the International Conference on Supercomputing).

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

40 Scopus citations
1996

Design and implementation of NX message passing using Shrimp virtual memory mapped communication

Alpert, R., Dubnicki, C., Felten, E. W. & Li, K., Jan 1 1996, Architecture. Reeves, A. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 111-119 9 p. 537151. (Proceedings of the International Conference on Parallel Processing; vol. 1).

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

2 Scopus citations

Scope consistency: A bridge between release consistency and entry consistency

Iftode, L., Singh, J. P. & Li, K., Dec 1 1996, Annual ACM Symposium on Parallel Algorithms and Architectures. Anon (ed.). p. 277-287 11 p.

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

120 Scopus citations
1995

A study of integrated prefetching and caching strategies

Cao, P., Felten, E. W., Karlin, A. R. & Li, K., May 1 1995, Proceedings of the 1995 ACM SIGMETRICS Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 1995/PERFORMANCE 1995. Gaither, B. D. (ed.). Association for Computing Machinery, Inc, p. 188-197 10 p. (Proceedings of the 1995 ACM SIGMETRICS Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 1995/PERFORMANCE 1995).

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

197 Scopus citations

Evaluating multi-port frame buffer designs for a mesh-connected multicomputer

Stoll, G., Wei, B., Clark, D., Felten, E. W., Li, K. & Hanrahan, P., Jan 1 1995, Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA. p. 96-105 10 p. (Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA).

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

3 Scopus citations