Articles with public access mandates - Garth Alan GibsonLearn more
Available somewhere: 24
More effective distributed ml via a stale synchronous parallel parameter server
Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ...
Advances in neural information processing systems 26, 2013
Mandates: US National Institutes of Health
IndexFS: Scaling file system metadata performance with stateless caching and bulk insertion
K Ren, Q Zheng, S Patil, G Gibson
SC'14: Proceedings of the International Conference for High Performance …, 2014
Mandates: US Department of Energy
Addressing the straggler problem for iterative convergent parallel ML
A Harlap, H Cui, W Dai, J Wei, GR Ganger, PB Gibbons, GA Gibson, ...
Proceedings of the seventh ACM symposium on cloud computing, 98-111, 2016
Mandates: US National Science Foundation
On the diversity of cluster workloads and its impact on research results
G Amvrosiadis, JW Park, GR Ganger, GA Gibson, E Baseman, ...
2018 USENIX Annual Technical Conference (USENIX ATC 18), 533-546, 2018
Mandates: US Department of Energy
Managed communication and consistency for fast data-parallel iterative analytics
J Wei, W Dai, A Qiao, Q Ho, H Cui, GR Ganger, PB Gibbons, GA Gibson, ...
Proceedings of the Sixth ACM Symposium on Cloud Computing, 381-394, 2015
Mandates: US National Institutes of Health
Strads: A distributed framework for scheduled model parallel machine learning
JK Kim, Q Ho, S Lee, X Zheng, W Dai, GA Gibson, EP Xing
Proceedings of the Eleventh European Conference on Computer Systems, 1-16, 2016
Mandates: US National Science Foundation, US National Institutes of Health
Mochi: Composing data services for high-performance computing environments
RB Ross, G Amvrosiadis, P Carns, CD Cranor, M Dorier, K Harms, ...
Journal of Computer Science and Technology 35, 121-144, 2020
Mandates: US Department of Energy
DeltaFS: Exascale file systems scale better without dedicated servers
Q Zheng, K Ren, G Gibson, BW Settlemyer, G Grider
Proceedings of the 10th Parallel Data Storage Workshop, 1-6, 2015
Mandates: US Department of Energy
Evolving ext4 for shingled disks
A Aghayev, T Ts’o, G Gibson, P Desnoyers
15th USENIX Conference on File and Storage Technologies (FAST 17), 105-120, 2017
Mandates: US National Science Foundation
Litz: Elastic framework for {High-Performance} distributed machine learning
A Qiao, A Aghayev, W Yu, H Chen, Q Ho, GA Gibson, EP Xing
2018 USENIX Annual Technical Conference (USENIX ATC 18), 631-644, 2018
Mandates: US National Science Foundation, Natural Sciences and Engineering Research …
BatchFS: Scaling the file system control plane with client-funded metadata servers
Q Zheng, K Ren, G Gibson
2014 9th Parallel Data Storage Workshop, 1-6, 2014
Mandates: US Department of Energy
ShardFS vs. IndexFS: Replication vs. caching strategies for distributed metadata management in cloud storage systems
L Xiao, K Ren, Q Zheng, GA Gibson
Proceedings of the Sixth ACM Symposium on Cloud Computing, 236-249, 2015
Mandates: US Department of Energy
Scaling embedded in-situ indexing with deltaFS
Q Zheng, CD Cranor, D Guo, GR Ganger, G Amvrosiadis, GA Gibson, ...
SC18: International Conference for High Performance Computing, Networking …, 2018
Mandates: US Department of Energy
{Caveat-Scriptor}: Write Anywhere Shingled Disks
S Kadekodi, S Pimpale, GA Gibson
7th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 15), 2015
Mandates: US Department of Energy
Automating dependence-aware parallelization of machine learning training on distributed shared memory
J Wei, GA Gibson, PB Gibbons, EP Xing
Proceedings of the Fourteenth EuroSys Conference 2019, 1-17, 2019
Mandates: US National Science Foundation
Software-defined storage for fast trajectory queries using a deltafs indexed massive directory
Q Zheng, G Amvrosiadis, S Kadekodi, GA Gibson, CD Cranor, ...
Proceedings of the 2nd Joint International Workshop on Parallel Data Storage …, 2017
Mandates: US Department of Energy
DeltaFS: a scalable no-ground-truth filesystem for massively-parallel computing
Q Zheng, CD Cranor, GR Ganger, GA Gibson, G Amvrosiadis, ...
Proceedings of the International Conference for High Performance Computing …, 2021
Mandates: US Department of Energy
{STRADS-AP}: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model
JK Kim, A Aghayev, GA Gibson, EP Xing
2019 USENIX Annual Technical Conference (USENIX ATC 19), 207-222, 2019
Mandates: US National Science Foundation
Streaming data reorganization at scale with DeltaFS indexed massive directories
Q Zheng, CD Cranor, A Jain, GR Ganger, GA Gibson, G Amvrosiadis, ...
ACM Transactions on Storage (TOS) 16 (4), 1-31, 2020
Mandates: US Department of Energy
Compact Filters for Fast Online Data Partitioning
Q Zheng, CD Cranor, A Jain, GR Ganger, GA Gibson, G Amvrosiadis, ...
2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-12, 2019
Mandates: US Department of Energy
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