Randal C. Burns
Orcid: 0000-0002-2924-1997Affiliations:
- Johns Hopkins University, Department of Computer Science, Baltimore, MD, USA
According to our database1,
Randal C. Burns
authored at least 126 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024
2023
Understanding Patterns of Deep Learning ModelEvolution in Network Architecture Search.
CoRR, 2023
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access.
Proceedings of the 37th International Conference on Supercomputing, 2023
Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search.
Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
Proceedings of the Symposium on Algorithm Engineering and Experiments, 2023
2022
2021
BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment.
CoRR, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the 11th USENIX Workshop on Hot Topics in Storage and File Systems, 2019
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019
2018
J. Parallel Distributed Comput., 2018
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018
Building NDStore Through Hierarchical Storage Management and Microservice Processing.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
Proceedings of the High Performance Computing - 32nd International Conference, 2017
knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means Library.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017
2016
FlashMatrix: Parallel, Scalable Data Analysis with Generalized Matrix Operations using Commodity SSDs.
CoRR, 2016
Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture.
CoRR, 2016
CoRR, 2016
2015
Frontiers Neuroinformatics, 2015
The Johns Hopkins Turbulence Databases: An Open Simulation Laboratory for Turbulence Research.
Comput. Sci. Eng., 2015
Proceedings of the International Conference for High Performance Computing, 2015
Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015
Efficient evaluation of threshold queries of derived fields in a numerical simulation database.
Proceedings of the 18th International Conference on Extending Database Technology, 2015
Proceedings of the 11th IEEE International Conference on e-Science, 2015
VESICLE: Volumetric Evaluation of Synaptic Inferfaces using Computer Vision at Large Scale.
Proceedings of the British Machine Vision Conference 2015, 2015
2014
Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes using High-Resolution Neural EM Data.
CoRR, 2014
2013
Nat., 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
The open connectome project data cluster: scalable analysis and vision for high-throughput neuroscience.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the International Conference for High Performance Computing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 4th USENIX Workshop on Hot Topics in Storage and File Systems, 2012
Rethinking erasure codes for cloud file systems: minimizing I/O for recovery and degraded reads.
Proceedings of the 10th USENIX conference on File and Storage Technologies, 2012
2011
ACM Trans. Inf. Syst. Secur., 2011
The Life and Death of Unwanted Bits: Towards Proactive Waste Data Management in Digital Ecosystems
CoRR, 2011
I/O streaming evaluation of batch queries for data-intensive computational turbulence.
Proceedings of the Conference on High Performance Computing Networking, 2011
Proceedings of the Recent Advances in the Message Passing Interface, 2011
Proceedings of the 3rd USENIX Workshop on Hot Topics in Storage and File Systems, 2011
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2011
Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011
2010
ACM SIGOPS Oper. Syst. Rev., 2010
Scientific data management at the Johns Hopkins institute for data intensive engineering and science.
SIGMOD Rec., 2010
Proceedings of the Scientific and Statistical Database Management, 2010
Proceedings of the Conference on High Performance Computing Networking, 2010
Proceedings of the Third European Workshop on System Security, 2010
Proceedings of the 2nd ACM Cloud Computing Security Workshop, 2010
2009
Proceedings of the Scientific and Statistical Database Management, 2009
Proceedings of the Parallel Processing and Applied Mathematics, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009
2008
IEEE Trans. Parallel Distributed Syst., 2008
Proceedings of the 2008 ACM Workshop On Storage Security And Survivability, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008
Proceedings of the 6th USENIX Conference on File and Storage Technologies, 2008
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008
2007
Life Under Your Feet: An End-to-End Soil Ecology Sensor Network, Database, Web Server, and Analysis Service
CoRR, 2007
Proceedings of the Fifth Eurographics Symposium on Geometry Processing, Barcelona, 2007
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
Proceedings of the Third International Workshop on Networking Meets Databases, 2007
Proceedings of the 5th USENIX Conference on File and Storage Technologies, 2007
Proceedings of the Advances in Databases: Concepts, 2007
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007
2006
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006
Poster reception - Engineering the 100 terabyte turbulence database (or how to track particles at home).
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Data management and query - Estimating query result sizes for proxy caching in scientific database federations.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Improving I/O Performance of Clustered Storage Systems by Adaptive Request Distribution.
Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006
2005
ACM Trans. Storage, 2005
ACM Trans. Storage, 2005
Proceedings of the 2005 ACM Workshop On Storage Security And Survivability, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005
Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005
2004
Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004
Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004
2003
Proceedings of the FREENIX Track: 2003 USENIX Annual Technical Conference, 2003
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003
Proceedings of the 20th IEEE/11th NASA Goddard Conference on Mass Storage Systems and Technologies, 2003
2002
Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002
2001
Proceedings of the 9th International Workshop on Modeling, 2001
Proceedings of the 21st International Conference on Distributed Computing Systems (ICDCS 2001), 2001
2000
SIGMETRICS Perform. Evaluation Rev., 2000
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
1998
Proceedings of the Seventeenth Annual ACM Symposium on Principles of Distributed Computing, 1998
Version Management and Recoverability for Large Object Data.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1998
1997
Proceedings of the Fifth Workshop on I/O in Parallel and Distributed Systems, 1997