Conference GeePS: Scalable deep learning on distributed GPUs with a GPU-specialized parameter server 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Cui H, Zhang H, Ganger GR, Gibbons PB, Xing EP
Conference How Emerging Memory Technologies Will Have You Rethinking Algorithm Design 2016 • PROCEEDINGS OF THE 2016 ACM SYMPOSIUM ON PRINCIPLES OF DISTRIBUTED COMPUTING (PODC'16) • 303-303 Gibbons PB
Journal Article Page overlays 2016 • Computer architecture news • 43(3S):79-91 Seshadri V, Pekhimenko G, Ruwase O, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC, Chilimbi T
Conference Parallel Algorithms for Asymmetric Read-Write Costs 2016 145-156 Ben-David N, Blelloch GE, Fineman JT, Gibbons PB, Gu Y, McGuffey C, Shun J
Preprint Sorting with Asymmetric Read and Write Costs 2016 Blelloch GE, Fineman JT, Gibbons PB, Gu Y, Shun J
Conference Zorua: A Holistic Approach to Resource Virtualization in GPUs 2016 • Micro -Annual Workshop then Annual International Symposium- Vijaykumar N, Hsieh K, Pekhimenko G, Khan S, Shrestha A, Ghose S, Jog A, Gibbons PB, Mutlu O
Conference Bandwidth-Efficient Distributed <i>k</i>-Nearest-Neighbor Search with Dynamic Time Warping 2015 • PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA • 551-560 Hsu C-C, Kung P-H, Yeh M-Y, Lin S-D, Gibbons PB
Preprint Efficient Algorithms with Asymmetric Read and Write Costs 2015 Blelloch GE, Fineman JT, Gibbons PB, Gu Y, Shun J
Conference Exploiting Compressed Block Size as an Indicator of Future Reuse 2015 • IEEE Symposium on High-Performance Computer Architecture (HPCA) • 51-63 Pekhimenko G, Huberty T, Cai R, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC
Journal Article Fast Bulk Bitwise AND and OR in DRAM 2015 • IEEE Computer Architecture Letters • 14(2):127-131 Seshadri V, Hsieh K, Boroum A, Lee D, Kozuch MA, Mutlu O, Gibbons PB, Mowry TC
Conference Gather-Scatter DRAM: In-DRAM Address Translation to Improve the Spatial Locality of Non-unit Strided Accesses 2015 • Micro -Annual Workshop then Annual International Symposium- • 267-280 Seshadri V, Mullins T, Boroumand A, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC
Conference Learning Better while Sending Less: Communication-Efficient Online Semi-Supervised Learning in Client-Server Settings 2015 1-10 Xiao H, Lin S-D, Yeh M-Y, Gibbons PB, Eckert C
Conference Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics 2015 • ACM SOCC'15: PROCEEDINGS OF THE SIXTH ACM SYMPOSIUM ON CLOUD COMPUTING • 381-394 Wei J, Dai W, Qiao A, Ho Q, Cui H, Ganger GR, Gibbons PB, Gibson GA, Xing EP
Conference Online Updates on Data Warehouses via Judicious Use of Solid-State Storage 2015 • ACM Transactions on Database Systems • 40(1):1-42 Athanassoulis M, Chen S, Ailamaki A, Gibbons PB, Stoica R
Conference Page Overlays: An Enhanced Virtual Memory Framework to Enable Fine-grained Memory Management 2015 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 79-91 Seshadri V, Pekhimenko G, Ruwase O, Mutlu O, Gibbons PB, Kozuch MA, Mowry TC, Chilimbi T
Conference Recommending Missing Sensor Values 2015 • PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA • 381-390 Li C-Y, Su W-L, McKenzie TG, Hsu F-C, Lin S-D, Hsu JY-J, Gibbons PB
Conference Sequential Random Permutation, List Contraction and Tree Contraction are Highly Parallel 2015 431-448 Shun J, Gu Y, Blelloch GE, Fineman JT, Gibbons PB
Conference Sorting with Asymmetric Read and Write Costs 2015 • SPAA'15: PROCEEDINGS OF THE 27TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES • 1-12 Blelloch GE, Fineman JT, Gibbons PB, Gu Y, Shun J
Conference Tracking and Reducing Uncertainty in Dataflow Analysis-Based Dynamic Parallel Monitoring 2015 • Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT • 266-279 Goodstein ML, Gibbons PB, Kozuch MA, Mowry TC
Journal Article ACM transactions on parallel computing 2014 • ACM Transactions on Parallel Computing • 1(1):1-2 Gibbons P
Conference Communication-Efficient Multi-View Keyframe Extraction in Distributed Video Sensors 2014 13-16 Ou S-H, Lu Y-C, Wang J-P, Chien S-Y, Lin S-D, Yeh M-Y, Lee C-H, Gibbons PB, Somayazulu VS, Chen Y-K
Conference Experimental Analysis of Space-Bounded Schedulers 2014 • PROCEEDINGS OF THE 26TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES (SPAA'14) • 30-41 Simhadri HV, Blelloch GE, Fineman JT, Gibbons PB, Kyrola A
Conference Exploiting bounded staleness to speed up big data analytics 2014 • Proceedings of the 2014 Usenix Annual Technical Conference Usenix Atc 2014 • 37-48 Cui H, Cipar J, Ho Q, Kim JK, Lee S, Kumar A, Wei J, Dai W, Ganger GR, Gibbons PB, Gibson GA, Xing EP
Conference Exploiting iterative-ness for parallel ML computations 2014 1-14 Cui H, Tumanov A, Wei J, Xu L, Dai W, Haber-Kucharsky J, Ho Q, Ganger GR, Gibbons PB, Gibson GA, Xing EP
