Garth A. Gibson

ORCID

Publication Activity (10 Years)

Years Active: 1986-2021
Publications (10 Years): 14

Top Venues

USENIX Annual Technical Conference

CoRR

SoCC

PDSW@SC

Publications

Qing Zheng, Charles D. Cranor, Gregory R. Ganger, Garth A. Gibson, George Amvrosiadis, Bradley W. Settlemyer, Gary A. Grider
DeltaFS: a scalable no-ground-truth filesystem for massively-parallel computing. SC (2021)
Qing Zheng, Charles D. Cranor, Ankush Jain, Gregory R. Ganger, Garth A. Gibson, George Amvrosiadis, Bradley W. Settlemyer, Gary Grider
Streaming Data Reorganization at Scale with DeltaFS Indexed Massive Directories. ACM Trans. Storage 16 (4) (2020)
Qing Zheng, Charles D. Cranor, Ankush Jain, Gregory R. Ganger, Garth A. Gibson, George Amvrosiadis, Bradley W. Settlemyer, Gary Grider
Compact Filters for Fast Online Data Partitioning. CLUSTER (2019)
Jin Kyu Kim, Abutalib Aghayev, Garth A. Gibson, Eric P. Xing
STRADS-AP: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model. USENIX Annual Technical Conference (2019)
Jinliang Wei, Garth A. Gibson, Phillip B. Gibbons, Eric P. Xing
Automating Dependence-Aware Parallelization of Machine Learning Training on Distributed Shared Memory. EuroSys (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Aurick Qiao, Abutalib Aghayev, Weiren Yu, Haoyang Chen, Qirong Ho, Garth A. Gibson, Eric P. Xing
Litz: Elastic Framework for High-Performance Distributed Machine Learning. USENIX Annual Technical Conference (2018)
Qing Zheng, Charles D. Cranor, Danhao Guo, Gregory R. Ganger, George Amvrosiadis, Garth A. Gibson, Bradley W. Settlemyer, Gary Grider, Fan Guo
Scaling embedded in-situ indexing with deltaFS. SC (2018)
Saurabh Kadekodi, Bin Fan, Adit Madan, Garth A. Gibson, Gregory R. Ganger
A Case for Packing and Indexing in Cloud File Systems. HotCloud (2018)
George Amvrosiadis, Jun Woo Park, Gregory R. Ganger, Garth A. Gibson, Elisabeth Baseman, Nathan DeBardeleben
On the diversity of cluster workloads and its impact on research results. USENIX Annual Technical Conference (2018)
Qing Zheng, George Amvrosiadis, Saurabh Kadekodi, Garth A. Gibson, Charles D. Cranor, Bradley W. Settlemyer, Gary Grider, Fan Guo
Software-defined storage for fast trajectory queries using a deltaFS indexed massive directory. PDSW-DISCS@SC (2017)
Ben Blum, Garth A. Gibson
Stateless model checking with data-race preemption points. OOPSLA (2016)
Aaron Harlap, Henggang Cui, Wei Dai, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Addressing the straggler problem for iterative convergent parallel ML. SoCC (2016)
Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing
STRADS: a distributed framework for scheduled model parallel machine learning. EuroSys (2016)
Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Managed communication and consistency for fast data-parallel iterative analytics. SoCC (2015)
Lin Xiao, Kai Ren, Qing Zheng, Garth A. Gibson
ShardFS vs. IndexFS: replication vs. caching strategies for distributed metadata management in cloud storage systems. SoCC (2015)
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing
High-Performance Distributed ML at Scale through Parameter Server Consistency Models. AAAI (2015)
Saurabh Kadekodi, Swapnil Pimpale, Garth A. Gibson
Caveat-Scriptor: Write Anywhere Shingled Disks. HotStorage (2015)
Qing Zheng, Kai Ren, Garth A. Gibson, Bradley W. Settlemyer, Gary Grider
DeltaFS: exascale file systems scale better without dedicated servers. PDSW@SC (2015)
Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar, Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Exploiting Bounded Staleness to Speed Up Big Data Analytics. USENIX Annual Technical Conference (2014)
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
Primitives for Dynamic Big Model Parallelism. CoRR (2014)
Qing Zheng, Kai Ren, Garth A. Gibson
BatchFS: scaling the file system control plane with client-funded metadata servers. PDSW@SC (2014)
Henggang Cui, Alexey Tumanov, Jinliang Wei, Lianghong Xu, Wei Dai, Jesse Haber-Kucharsky, Qirong Ho, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Exploiting iterative-ness for parallel ML computations. SoCC (2014)
Kai Ren, Qing Zheng, Swapnil Patil, Garth A. Gibson
IndexFS: Scaling File System Metadata Performance with Stateless Caching and Bulk Insertion. SC (2014)
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning. NIPS (2014)
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing
High-Performance Distributed ML at Scale through Parameter Server Consistency Models. CoRR (2014)
Chuck Cranor, Milo Polte, Garth A. Gibson
Structuring PLFS for extensibility. PDSW@SC (2013)
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server. NIPS (2013)
Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing
Structure-Aware Dynamic Scheduler for Parallel Machine Learning. CoRR (2013)
Jun He, John Bent, Aaron Torres, Gary Grider, Garth A. Gibson, Carlos Maltzahn, Xian-He Sun
I/O acceleration with pattern detection. HPDC (2013)
Heming Cui, Jirí Simsa, Yi-Hong Lin, Hao Li, Ben Blum, Xinan Xu, Junfeng Yang, Garth A. Gibson, Randal E. Bryant
Parrot: a practical runtime for deterministic, stable, and reliable threads. SOSP (2013)
Kai Ren, Garth A. Gibson
TABLEFS: Enhancing Metadata Efficiency in the Local File System. USENIX Annual Technical Conference (2013)
Jun He, John Bent, Aaron Torres, Gary Grider, Garth A. Gibson, Carlos Maltzahn, Xian-He Sun
Discovering Structure in Unstructured I/O. SC Companion (2012)
Adam Manzanares, John Bent, Meghan Wingate, Garth A. Gibson
The Power and Challenges of Transformative I/O. CLUSTER (2012)
Michael Abd-El-Malek, Matthew Wachs, James Cipar, Karan Sanghi, Gregory R. Ganger, Garth A. Gibson, Michael K. Reiter
File system virtual appliances: Portable file system implementations. ACM Trans. Storage 8 (3) (2012)
Bin Fu, Eugene Fink, Garth A. Gibson, Jaime G. Carbonell
Fast Approximate Matching of Astronomical Objects. CLUSTER Workshops (2012)
Jirí Simsa, Randy Bryant, Garth A. Gibson, Jason Hickey
Scalable Dynamic Partial Order Reduction. RV (2012)
Swapnil Patil, Garth A. Gibson
Scale and Concurrency of GIGA+: File System Directories with Millions of Files. FAST (2011)
Jay F. Lofstead, Milo Polte, Garth A. Gibson, Scott Klasky, Karsten Schwan, Ron A. Oldfield, Matthew Wolf, Qing Liu
Six degrees of scientific data: reading patterns for extreme scale science IO. HPDC (2011)
Julio César López-Hernández, Colin Degraf, Tiziana di Matteo, Bin Fu, Eugene Fink, Garth A. Gibson
Recipes for Baking Black Forest Databases - Building and Querying Black Hole Merger Trees from Cosmological Simulations. SSDBM (2011)
Jirí Simsa, Randy Bryant, Garth A. Gibson
dBug: Systematic Testing of Unmodified Distributed and Multi-threaded Systems. SPIN (2011)
Bin Fu, Kai Ren, Julio César López-Hernández, Eugene Fink, Garth A. Gibson
DiscFinder: a data-intensive scalable cluster finder for astrophysics. HPDC (2010)
Jirí Simsa, Randy Bryant, Garth A. Gibson
dBug: Systematic Evaluation of Distributed Systems. SSV (2010)
Bianca Schroeder, Garth A. Gibson
A Large-Scale Study of Failures in High-Performance Computing Systems. IEEE Trans. Dependable Secur. Comput. 7 (4) (2010)
Swapnil Patil, Garth A. Gibson, Gregory R. Ganger, Julio César López-Hernández, Milo Polte, Wittawat Tantisiriroj, Lin Xiao
In Search of an API for Scalable File Systems: Under the Table or Above It? HotCloud (2009)
John Bent, Garth A. Gibson, Gary Grider, Ben McClelland, Paul Nowoczynski, James Nunez, Milo Polte, Meghan Wingate
PLFS: a checkpoint filesystem for parallel applications. SC (2009)
Vijay Vasudevan, Amar Phanishayee, Hiral Shah, Elie Krevat, David G. Andersen, Gregory R. Ganger, Garth A. Gibson, Brian Mueller
Safe and effective fine-grained TCP retransmissions for datacenter communication. SIGCOMM (2009)
Amar Phanishayee, Elie Krevat, Vijay Vasudevan, David G. Andersen, Gregory R. Ganger, Garth A. Gibson, Srinivasan Seshan
Measurement and Analysis of TCP Throughput Collapse in Cluster-based Storage Systems. FAST (2008)
Brent Welch, Marc Unangst, Zainul Abbasi, Garth A. Gibson, Brian Mueller, Jason Small, Jim Zelenka, Bin Zhou
Scalable Performance of the Panasas Parallel File System. FAST (2008)
Swapnil Patil, Garth A. Gibson, Samuel Lang, Milo Polte
GIGA+: scalable directories for shared file systems. PDSW (2007)
Elie Krevat, Vijay Vasudevan, Amar Phanishayee, David G. Andersen, Gregory R. Ganger, Garth A. Gibson, Srinivasan Seshan
On application-level approaches to avoiding TCP throughput collapse in cluster-based storage systems. PDSW (2007)
Bianca Schroeder, Garth A. Gibson
Understanding disk failure rates: What does an MTTF of 1, 000, 000 hours mean to you? ACM Trans. Storage 3 (3) (2007)
Bianca Schroeder, Garth A. Gibson
Disk Failures in the Real World: What Does an MTTF of 1, 000, 000 Hours Mean to You? FAST (2007)
Garth A. Gibson
Storage solutions I - Advances in RAID and HPC storage reliability. SC (2006)
Garth A. Gibson, Mark H. Kryder, Richard F. Freitas
Exotic technologies II - HPC storage systems of 2020. SC (2006)
Gary Grider, Hsing-bung Chen, James Nunez, Steve Poole, Rosie Wacha, Parks Fields, Robert Martinez, Paul Martinez, Satsangat Khalsa, Abbie Matthews, Garth A. Gibson
PaScal - a new parallel and scalable server IO networking infrastructure for supporting global storage/file systems in large-size Linux clusters. IPCCC (2006)
Bianca Schroeder, Garth A. Gibson
Poster reception - The Computer Failure Data Repository (CFDR): collecting, sharing and analyzing failure data. SC (2006)
Garth A. Gibson, Steve Kleiman, Spencer Shepler, Harriet Covertson, Peter Honeyman, David Black, Roger L. Haskin, Rob Kelley, Michael Callahan, Sujal Patel, Shmuel Shottan
High performance NFS - High performance NFS: facts and fictions. SC (2006)
Bianca Schroeder, Garth A. Gibson
A large-scale study of failures in high-performance computing systems. DSN (2006)
Garth A. Gibson
Petascale data storage - Petascale data storage. SC (2006)
David Petrou, Garth A. Gibson, Gregory R. Ganger
Scheduling speculative tasks in a compute farm. SC (2005)
David Petrou, Gregory R. Ganger, Garth A. Gibson
Cluster scheduling for explicitly-speculative tasks. ICS (2004)
Brent Welch, Garth A. Gibson
Managing Scalability in Object Storage Systems for HPC Linux Clusters. MSST (2004)
Garth A. Gibson
Scaling File Service Up and Out. FAST (2004)
David Petrou, Dushyanth Narayanan, Gregory R. Ganger, Garth A. Gibson, Elizabeth A. M. Shriver
Hinting for Goodness' Sake. HotOS (2001)
Erik Riedel, Christos Faloutsos, Garth A. Gibson, David Nagle
Active Disks for Large-Scale Data Processing. Computer 34 (6) (2001)
Khalil Amiri, Garth A. Gibson, Richard A. Golding
Highly Concurrent Shared Storage. ICDCS (2000)
Tammo Spalink, John H. Hartman, Garth A. Gibson
A mobile agent's effects on file service. IEEE Concurr. 8 (2) (2000)
David Petrou, Khalil Amiri, Gregory R. Ganger, Garth A. Gibson
Easing the management of data-parallel systems via adaptation. ACM SIGOPS European Workshop (2000)
Khalil Amiri, David Petrou, Gregory R. Ganger, Garth A. Gibson
Dynamic Function Placement for Data-Intensive Cluster Computing. USENIX Annual Technical Conference, General Track (2000)
Garth A. Gibson, Rodney Van Meter
Network attached storage architecture. Commun. ACM 43 (11) (2000)
Tammo Spalink, John H. Hartman, Garth A. Gibson
The Effects of a Mobile Agent on File Service. ASA/MA (1999)
Fay W. Chang, Garth A. Gibson
Automatic I/O Hint Generation Through Speculative Execution. OSDI (1999)
Tara M. Madhyastha, Garth A. Gibson, Christos Faloutsos
Informed Prefetching of Collective Input/Output Requests. SC (1999)
Howard Gobioff, David Nagle, Garth A. Gibson
Integrity and Performance in Network Attached Storage. ISHPC (1999)
David Petrou, John W. Milford, Garth A. Gibson
Implementing Lottery Scheduling: Matching the Specializations in Traditional Schedulers. USENIX Annual Technical Conference, General Track (1999)
Erik Riedel, Garth A. Gibson, Christos Faloutsos
Active Storage for Large-Scale Data Mining and Multimedia. VLDB (1998)
Garth A. Gibson, David Nagle, Khalil Amiri, Jeff Butler, Fay W. Chang, Howard Gobioff, Charles Hardin, Erik Riedel, David Rochberg, Jim Zelenka
A Cost-Effective, High-Bandwidth Storage Architecture. ASPLOS (1998)
Andrew Tomkins, R. Hugo Patterson, Garth A. Gibson
Informed Multi-Process Prefetching and Caching. SIGMETRICS (1997)
Garth A. Gibson, David Nagle, Khalil Amiri, Fay W. Chang, Eugene M. Feinberg, Howard Gobioff, Chen Lee, Berend Ozceri, Erik Riedel, David Rochberg, Jim Zelenka
File Server Scaling with Network-Attached Secure Disks. SIGMETRICS (1997)
David Rochberg, Garth A. Gibson
Prefetching Over a Network: Early Experience With CTIP. SIGMETRICS Perform. Evaluation Rev. 25 (3) (1997)
Garth A. Gibson
Task Force on Network Storage Architecture: Abstracting the storage interface. HICSS (1) (1997)
William V. Courtright II, Garth A. Gibson, Mark Holland, Jim Zelenka
RAIDframe: Rapid Prototyping for Disk Arrays. SIGMETRICS (1996)
Garth A. Gibson, John Wilkes
Self-Managing Network-Attached Storage. ACM Comput. Surv. 28 (4es) (1996)
Tracy Kimbrel, Andrew Tomkins, R. Hugo Patterson, Brian N. Bershad, Pei Cao, Edward W. Felten, Garth A. Gibson, Anna R. Karlin, Kai Li
A Trace-Driven Comparison of Algorithms for Parallel Prefetching and Caching. OSDI (1996)
Garth A. Gibson, Jeffrey Scott Vitter, John Wilkes
Strategic Directions in Storage I/O Issues in Large-Scale Computing. ACM Comput. Surv. 28 (4) (1996)
Garth A. Gibson
Storage Technology: RAID and Beyond. SIGMOD Conference (1995)
R. Hugo Patterson, Garth A. Gibson, Eka Ginting, Daniel Stodolsky, Jim Zelenka
Informed Prefetching and Caching. SOSP (1995)
Garth A. Gibson, Daniel Stodolsky, Fay W. Chang, William V. Courtright II, Chris G. Demetriou, Eka Ginting, Mark Holland, Qingming Ma, LeAnn Neal, R. Hugo Patterson, Jiawen Su, Rachad Youssef, Jim Zelenka
The Scotch Parallel Storage Systems. COMPCON (1995)
Daniel Stodolsky, Mark Holland, William V. Courtright II, Garth A. Gibson
Parity-Logging Disk Arrays. ACM Trans. Comput. Syst. 12 (3) (1994)
William V. Courtright II, Garth A. Gibson
Backward Error Recovery in Redundant Disk Arrays. Int. CMG Conference (1994)
Lisa Hellerstein, Garth A. Gibson, Richard M. Karp, Randy H. Katz, David A. Patterson
Coding Techniques for Handling Failures in Large Disk Arrays. Algorithmica 12 (2/3) (1994)
Mark Holland, Garth A. Gibson, Daniel P. Siewiorek
Architectures and Algorithms for On-Line Failure Recovery in Redundant Disk Arrays. Distributed Parallel Databases 2 (3) (1994)
R. Hugo Patterson, Garth A. Gibson
Exposing I/O Concurrency with Informed Prefetching. PDIS (1994)
Peter M. Chen, Edward K. Lee, Garth A. Gibson, Randy H. Katz, David A. Patterson
RAID: High-Performance, Reliable Secondary Storage ACM Comput. Surv. 26 (2) (1994)
Ann L. Drapeau, Ken Shirriff, John H. Hartman, Ethan L. Miller, Srinivasan Seshan, Randy H. Katz, Ken Lutz, David A. Patterson, Edward K. Lee, Peter M. Chen, Garth A. Gibson
RAID-II: A High-Bandwidth Network File Server. ISCA (1994)
Mark Holland, Garth A. Gibson, Daniel P. Siewiorek
Fast, On-Line Failure Recovery in Redundant Disk Arrays. FTCS (1993)
R. Hugo Patterson, Garth A. Gibson, Mahadev Satyanarayanan
A Status Report on Research in Transparent Informed Prefetching. ACM SIGOPS Oper. Syst. Rev. 27 (2) (1993)
Garth A. Gibson, David A. Patterson
Designing Disk Arrays for High Data Reliability. J. Parallel Distributed Comput. 17 (1-2) (1993)
Garth A. Gibson
Performance and Reliability in Disk Arrays - Tutorial. PDIS (1993)

Garth A. Gibson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Garth A. Gibson