Randal C. Burns
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
62
Venues
30
Active years
1998–2026
Best venue rank
A*
Where they publish
- ASC10 papers
- AFAST6 papers
- AHPDC5 papers
- A*ICDE5 papers
- BSSDBM4 papers
- AICDCS3 papers
- BPPoPP2 papers
- A*KDD2 papers
- BCLOUD2 papers
- A*CCS2 papers
- ACIDR2 papers
- BEuroPar1 paper
- A*MOBICOM1 paper
- AALENEX1 paper
- NationalHiPC1 paper
- AICS1 paper
- AEuroSys1 paper
- ASDM1 paper
- ABMVC1 paper
- BEDBT1 paper
- NationalISVC1 paper
- NationalPPAM1 paper
- BDaWaK1 paper
- BDASFAA1 paper
- NationalNSDI1 paper
- BSGP1 paper
- UnrankedSENSYS1 paper
- AUSENIX1 paper
- BMASCOTS1 paper
- A*PODC1 paper
Papers
62 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EuroPar | PTStore (Prefix Tensor Store): Distributed Prefix Caching and Replication for High Throughput Inference Serving. | Meghana Maghyastha, Robert Underwood, Randal C. Burns, Bogdan Nicolae |
| 2025 | MOBICOM | Poster: On Harnessing Idle Compute at the Edge for Foundation Model Training. | Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos Storkey, Randal C. Burns, Mahesh K. Marina |
| 2024 | HPDC | EvoStore: Towards Scalable Storage of Evolving Learning Models. | Robert Underwood, Meghana Madhyastha, Randal C. Burns, Bogdan Nicolae |
| 2024 | ICDE | T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure. | Meghana Madhyastha, Tamas Budavari, Vladimir Braverman, Joshua T. Vogelstein, Randal C. Burns |
| 2024 | PPoPP | CPMA: An Efficient Batch-Parallel Compressed Set Without Pointers. | Brian Wheatman, Randal C. Burns, Aydin Bulu, Helen Xu |
| 2023 | ALENEX | Optimizing Search Layouts in Packed Memory Arrays. | Brian Wheatman, Randal C. Burns, Aydin Bulu, Helen Xu |
| 2023 | HiPC | Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search. | Robert Underwood, Meghana Madhyastha, Randal C. Burns, Bogdan Nicolae |
| 2023 | ICS | DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. | Meghana Madhyastha, Robert Underwood, Randal C. Burns, Bogdan Nicolae |
| 2021 | EuroSys | Understanding and dealing with hard faults in persistent memory systems. | Brian Choi, Randal C. Burns, Peng Huang |
| 2021 | KDD | BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment. | Meghana Madhyastha, Kunal Lillaney, James Browne, Joshua T. Vogelstein, Randal C. Burns |
| 2020 | KDD | Geodesic Forests. | Meghana Madhyastha, Gongkai Li, Veronika Strnadov-Neeley, James Browne, Joshua T. Vogelstein, Randal C. Burns, Carey E. Priebe |
| 2019 | CLOUD | Agni: An Efficient Dual-access File System over Object Storage. | Kunal Lillaney, Vasily Tarasov, David Pease, Randal C. Burns |
| 2019 | SDM | Forest Packing: Fast Parallel, Decision Forests. | James Browne, Disa Mhembere, Tyler M. Tomita, Joshua T. Vogelstein, Randal C. Burns |
| 2018 | PPoPP | FlashR: parallelize and scale R for machine learning using SSDs. | Da Zheng, Disa Mhembere, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns |
| 2017 | HPDC | knor: A NUMA-Optimized In-Memory, Distributed and Semi-External-Memory k-means Library. | Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal C. Burns |
| 2015 | BMVC | VESICLE: Volumetric Evaluation of Synaptic Inferfaces using Computer Vision at Large Scale. | William R. Gray Roncal, Michael J. Pekala, Verena Kaynig-Fittkau, Dean M. Kleissas, Joshua T. Vogelstein, Hanspeter Pfister, Randal C. Burns, R. Jacob Vogelstein, Mark A. Chevillet, Gregory D. Hager |
| 2015 | EDBT | Efficient evaluation of threshold queries of derived fields in a numerical simulation database. | Kalin Kanov, Randal C. Burns, Cristian Constantin Lalescu |
| 2015 | FAST | FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs. | Da Zheng, Disa Mhembere, Randal C. Burns, Joshua T. Vogelstein, Carey E. Priebe, Alexander S. Szalay |
| 2015 | SC | Particle tracking in open simulation laboratories. | Kalin Kanov, Randal C. Burns |
| 2013 | SC | Toward millions of file system IOPS on low-cost, commodity hardware. | Da Zheng, Randal C. Burns, Alexander S. Szalay |
| 2013 | SSDBM | The open connectome project data cluster: scalable analysis and vision for high-throughput neuroscience. | Randal C. Burns, Kunal Lillaney, Daniel R. Berger, Logan Grosenick, Karl Deisseroth, R. Clay Reid, William R. Gray Roncal, Priya Manavalan, Davi Bock, Narayanan Kasthuri, Michael M. Kazhdan, Stephen J. Smith, Dean Kleissas, Eric A. Perlman, Kwanghun Chung, Nicholas C. Weiler, Jeff Lichtman, Alexander S. Szalay, Joshua T. Vogelstein, R. Jacob Vogelstein |
| 2013 | SSDBM | Inverted indices for particle tracking in petascale cosmological simulations. | Daniel Crankshaw, Randal C. Burns, Bridget Falck, Tamas Budavari, Alexander S. Szalay, Jie Wang |
| 2012 | FAST | Rethinking erasure codes for cloud file systems: minimizing I/O for recovery and degraded reads. | Osama Khan, Randal C. Burns, James S. Plank, William Pierce, Cheng Huang |
| 2012 | SC | Data-intensive spatial filtering in large numerical simulation datasets. | Kalin Kanov, Randal C. Burns, Gregory L. Eyink, Charles Meneveau, Alexander S. Szalay |
| 2011 | CLOUD | CoScan: cooperative scan sharing in the cloud. | Xiaodan Wang, Christopher Olston, Anish Das Sarma, Randal C. Burns |
| 2011 | SC | I/O streaming evaluation of batch queries for data-intensive computational turbulence. | Kalin Kanov, Eric A. Perlman, Randal C. Burns, Yanif Ahmad, Alexander S. Szalay |
| 2010 | CCS | Remote data checking for network coding-based distributed storage systems. | Bo Chen, Reza Curtmola, Giuseppe Ateniese, Randal C. Burns |
| 2010 | SC | JAWS: Job-Aware Workload Scheduling for the Exploration of Turbulence Simulations. | Xiaodan Wang, Eric A. Perlman, Randal C. Burns, Tanu Malik, Tamas Budavari, Charles Meneveau, Alexander S. Szalay |
| 2010 | SSDBM | Organization of Data in Non-convex Spatial Domains. | Eric A. Perlman, Randal C. Burns, Michael M. Kazhdan, Rebecca R. Murphy, William P. Ball, Nina Amenta |
| 2009 | CIDR | LifeRaft: Data-Driven, Batch Processing for the Exploration of Scientific Databases. | Xiaodan Wang, Randal C. Burns, Tanu Malik |
| 2009 | FAST | CA-NFS: A Congestion-Aware Network File System. | Alexandros Batsakis, Randal C. Burns, Arkady Kanevsky, James Lentini, Thomas Talpey |
| 2009 | ISVC | Parallel Poisson Surface Reconstruction. | Matthew Bolitho, Michael M. Kazhdan, Randal C. Burns, Hugues Hoppe |
| 2009 | PPAM | Automated Design of Assemblable, Modular, Synthetic Chromosomes. | Sarah M. Richardson, Brian S. Olson, Jessica S. Dymond, Randal C. Burns, Srinivasan Chandrasegaran, Jef D. Boeke, Amarda Shehu, Joel S. Bader |
| 2009 | SSDBM | Adaptive Physical Design for Curated Archives. | Tanu Malik, Xiaodan Wang, Debabrata Dash, Amitabh Chaudhary, Anastasia Ailamaki, Randal C. Burns |
| 2008 | DaWaK | Workload-Aware Histograms for Remote Applications. | Tanu Malik, Randal C. Burns |
| 2008 | FAST | AWOL: An Adaptive Write Optimizations Layer. | Alexandros Batsakis, Randal C. Burns, Arkady Kanevsky, James Lentini, Thomas Talpey |
| 2008 | ICDCS | MR-PDP: Multiple-Replica Provable Data Possession. | Reza Curtmola, Osama Khan, Randal C. Burns, Giuseppe Ateniese |
| 2008 | ICDE | Scientific Data Management: An Orphan in the Database Community? | Randal C. Burns, Susan B. Davidson, Yannis E. Ioannidis, Miron Livny, Jignesh M. Patel |
| 2008 | ICDE | Automated physical design in database caches. | Tanu Malik, Xiaodan Wang, Randal C. Burns, Debabrata Dash, Anastasia Ailamaki |
| 2008 | ICDE | Network-Aware Join Processing in Global-Scale Database Federations. | Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande |
| 2007 | CCS | Provable data possession at untrusted stores. | Giuseppe Ateniese, Randal C. Burns, Reza Curtmola, Joseph Herring, Lea Kissner, Zachary N. J. Peterson, Dawn Xiaodong Song |
| 2007 | CIDR | A Black-Box Approach to Query Cardinality Estimation. | Tanu Malik, Randal C. Burns, Nitesh V. Chawla |
| 2007 | DASFAA | A Workload-Driven Unit of Cache Replacement for Mid-Tier Database Caching. | Xiaodan Wang, Tanu Malik, Randal C. Burns, Stratos Papadomanolakis, Anastassia Ailamaki |
| 2007 | FAST | Design and Implementation of Verifiable Audit Trails for a Versioning File System. | Zachary N. J. Peterson, Randal C. Burns, Giuseppe Ateniese, Stephen Bono |
| 2007 | NSDI | Throughput-Optimized, Global-Scale Join Processing in Scientific Federations. | Xiaodan Wang, Randal C. Burns, Andreas Terzis |
| 2007 | SC | Data exploration of turbulence simulations using a database cluster. | Eric A. Perlman, Randal C. Burns, Yi Li, Charles Meneveau |
| 2007 | SGP | Multilevel streaming for out-of-core surface reconstruction. | Matthew Bolitho, Michael M. Kazhdan, Randal C. Burns, Hugues Hoppe |
| 2006 | HPDC | Improving I/O Performance of Clustered Storage Systems by Adaptive Request Distribution. | Changxun Wu, Randal C. Burns |
| 2006 | SC | Data management and query - Estimating query result sizes for proxy caching in scientific database federations. | Tanu Malik, Randal C. Burns, Nitesh V. Chawla, Alexander S. Szalay |
| 2006 | SC | Poster reception - Engineering the 100 terabyte turbulence database (or how to track particles at home). | Eric A. Perlman, Randal C. Burns |
| 2006 | SENSYS | Data analysis tools for sensor-based science. | Stuart Ozer, Jim Gray, Alexander S. Szalay, Andreas Terzis, Razvan Musaloiu-Elefteri, Katalin Szlavecz, Randal C. Burns, Joshua Cogan |
| 2005 | FAST | Secure Deletion for a Versioning File System. | Zachary N. J. Peterson, Randal C. Burns, Joseph Herring, Adam Stubblefield, Aviel D. Rubin |
| 2005 | HPDC | Cluster delegation: high-performance, fault-tolerant data sharing in NFS. | Alexandros Batsakis, Randal C. Burns |
| 2005 | ICDE | Bypass Caching: Making Scientific Databases Good Network Citizens. | Tanu Malik, Randal C. Burns, Amitabh Chaudhary |
| 2004 | HPDC | Achieving Performance Consistency in Heterogeneous Clusters. | Changxun Wu, Randal C. Burns |
| 2004 | SC | Fastpath Optimizations for Cluster Recovery in Shared-Disk Systems. | Randal C. Burns |
| 2003 | SC | Handling Heterogeneity in Shared-Disk File Systems. | Changxun Wu, Randal C. Burns |
| 2003 | USENIX | In-Place Rsync: File Synchronization for Mobile and Wireless Devices. | David Rasch, Randal C. Burns |
| 2002 | ICDCS | Group-Based Management of Distributed File Caches. | Ahmed Amer, Darrell D. E. Long, Randal C. Burns |
| 2001 | ICDCS | An Analytical Study of Opportunistic Lease Renewal. | Randal C. Burns, Robert M. Rees, Darrell D. E. Long |
| 2001 | MASCOTS | A Bit-Parallel Search Algorithm for Allocating Free Space. | Randal C. Burns, Wayne Hineman |
| 1998 | PODC | In-Place Reconstruction of Delta Compressed Files. | Randal C. Burns, Darrell D. E. Long |