Nathan Beckmann

According to our database, Nathan Beckmann authored at least 48 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

UDIR: Towards a Unified Compiler Framework for Reconfigurable Dataflow Architectures.

Nikhil Agarwal, Mitchell Fream, Souradip Ghosh, Brian C. Schwedock, Nathan Beckmann

IEEE Comput. Archit. Lett., 2024

FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces.

Sara McAllister, Yucong Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, Gregory R. Ganger

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

Leviathan: A Unified System for General-Purpose Near-Data Computing.

Brian C. Schwedock, Nathan Beckmann

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

The TYR Dataflow Architecture: Improving Locality by Taming Parallelism.

Nikhil Agarwal, Mitchell Fream, Souradip Ghosh, Brian C. Schwedock, Nathan Beckmann

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

Baleen: ML Admission & Prefetching for Flash Caches.

Daniel Lin-Kit Wong, Hao Wu, Carson Molder, Sathya Gunasekar, Jimmy Lu, Snehal Khandkar, Abhinav Sharma, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger

Proceedings of the 22nd USENIX Conference on File and Storage Technologies, 2024

2023

Kobold: Simplified Cache Coherence for Cache-Attached Accelerators.

Jennifer Brana, Brian C. Schwedock, Yatin A. Manerkar, Nathan Beckmann

IEEE Comput. Archit. Lett., 2023

Affinity Alloc: Taming Not-So Near-Data Computing.

Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Pipestitch: An energy-minimal dataflow architecture with lightweight threads.

Nathan Serafin, Souradip Ghosh, Harsh Desai, Nathan Beckmann, Brandon Lucia

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

MANIC: A $19\mu\mathrm{W}$ @ 4MHz, 256 MOPS/mW, RISC-V microcontroller with embedded MRAM main memory and vector-dataflow co-processor in 22nm bulk finFET CMOS.

Graham Gobieski, Oguz Atli, Cagri Erbagci, Ken Mai, Nathan Beckmann, Brandon Lucia

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Kangaroo: Theory and Practice of Caching Billions of Tiny Objects on Flash.

Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger

ACM Trans. Storage, 2022

Spatial Locality and Granularity Change in Caching.

Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey

CoRR, 2022

Brief Announcement: Spatial Locality and Granularity Change in Caching.

Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey

Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022

A programmable, energy-minimal dataflow compiler and architecture.

Graham Gobieski, Souradip Ghosh, Marijn Heule, Todd C. Mowry, Tony Nowatzki, Nathan Beckmann, Brandon Lucia

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

täk¯: a polymorphic cache hierarchy for general-purpose optimization of data movement.

Brian C. Schwedock, Piratach Yoovidhya, Jennifer Seibert, Nathan Beckmann

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

The Role of Edge Offload for Hardware - Accelerated Mobile Devices.

Mahadev Satyanarayanan, Nathan Beckmann, Grace A. Lewis, Brandon Lucia

GetMobile Mob. Comput. Commun., 2021

Block-Granularity-Aware Caching.

Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey

Proceedings of the SPAA '21: 33rd ACM Symposium on Parallelism in Algorithms and Architectures, 2021

Kangaroo: Caching Billions of Tiny Objects on Flash.

Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Snafu: An Ultra-Low-Power, Energy-Minimal CGRA-Generation Framework and Architecture.

Graham Gobieski, Ahmet Oguz Atli, Kenneth Mai, Brandon Lucia, Nathan Beckmann

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

The CacheLib Caching Engine: Design and Experiences at Scale.

Benjamin Berg, Daniel S. Berger, Sara McAllister, Isaac Grosof, Sathya Gunasekar, Jimmy Lu, Michael Uhlar, Jim Carrig, Nathan Beckmann, Mor Harchol-Balter, Gregory R. Ganger

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Jumanji: The Case for Dynamic NUCA in the Datacenter.

Brian C. Schwedock, Nathan Beckmann

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

TVARAK: Software-Managed Hardware Offload for Redundancy in Direct-Access NVM Storage.

Rajat Kateja, Nathan Beckmann, Gregory R. Ganger

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Livia: Data-Centric Computing Throughout the Memory Hierarchy.

Elliot Lockerman, Axel Feldmann, Mohammad Bakhshalipour, Alexandru Stanescu, Shashwat Gupta, Daniel Sánchez, Nathan Beckmann

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

Writeback-Aware Caching.

Nathan Beckmann, Phillip B. Gibbons, Bernhard Haeupler, Charles McGuffey

Proceedings of the 1st Symposium on Algorithmic Principles of Computer Systems, 2020

2019

Tvarak: Software-managed hardware offload for DAX NVM storage redundancy.

Rajat Kateja, Nathan Beckmann, Gregory R. Ganger

CoRR, 2019

Writeback-Aware Caching (Brief Announcement).

Nathan Beckmann, Phillip B. Gibbons, Bernhard Haeupler, Charles McGuffey

Proceedings of the 31st ACM on Symposium on Parallelism in Algorithms and Architectures, 2019

PHI: Architectural Support for Synchronization- and Bandwidth-Efficient Commutative Scatter Updates.

Anurag Mukkara, Nathan Beckmann, Daniel Sánchez

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

MANIC: A Vector-Dataflow Architecture for Ultra-Low-Power Embedded Systems.

Graham Gobieski, Amolak Nagi, Nathan Serafin, Mehmet Meric Isgenc, Nathan Beckmann, Brandon Lucia

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems.

Graham Gobieski, Brandon Lucia, Nathan Beckmann

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Practical Bounds on Optimal Caching with Variable Object Sizes.

Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter

Proc. ACM Meas. Anal. Comput. Syst., 2018

LHD: Improving Cache Hit Rate by Maximizing Hit Density.

Nathan Beckmann, Haoxian Chen, Asaf Cidon

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Exploiting Locality in Graph Analytics through Hardware-Accelerated Traversal Scheduling.

Anurag Mukkara, Nathan Beckmann, Maleen Abeydeera, Xiaosong Ma, Daniel Sánchez

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

2017

Cache Calculus: Modeling Caches through Differential Equations.

Nathan Beckmann, Daniel Sánchez

IEEE Comput. Archit. Lett., 2017

Jenga: Software-Defined Cache Hierarchies.

Po-An Tsai, Nathan Beckmann, Daniel Sánchez

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

Maximizing Cache Performance Under Uncertainty.

Nathan Beckmann, Daniel Sánchez

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

Nexus: A New Approach to Replication in Distributed Shared Caches.

Po-An Tsai, Nathan Beckmann, Daniel Sánchez

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

POSTER: Improving Datacenter Efficiency Through Partitioning-Aware Scheduling.

Harshad Kasture, Xu Ji, Nosayba El-Sayed, Nathan Beckmann, Xiaosong Ma, Daniel Sánchez

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

2016

Modeling cache performance beyond LRU.

Nathan Beckmann, Daniel Sánchez

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

Whirlpool: Improving Dynamic Cache Management with Static Data Classification.

Anurag Mukkara, Nathan Beckmann, Daniel Sánchez

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015

Design and analysis of spatially-partitioned shared caches.

Nathan Beckmann

PhD thesis, 2015

Rubik: fast analytical power management for latency-critical systems.

Harshad Kasture, Davide B. Bartolini, Nathan Beckmann, Daniel Sánchez

Proceedings of the 48th International Symposium on Microarchitecture, 2015

Scaling distributed cache hierarchies through computation and data co-scheduling.

Nathan Beckmann, Po-An Tsai, Daniel Sánchez

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

Talus: A simple way to remove cliffs in cache performance.

Nathan Beckmann, Daniel Sánchez

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

2013

Jigsaw: Scalable software-defined caches.

Nathan Beckmann, Daniel Sánchez

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

2012

The case for elastic operating system services in fos.

Lamia Youseff, Nathan Beckmann, Harshad Kasture, Charles Gruenwald III, David Wentzlaff, Anant Agarwal

Proceedings of the 49th Annual Design Automation Conference 2012, 2012

2010

ATAC: Improving performance and programmability with on-chip optical networks.

James Psota, Jason E. Miller, George Kurian, Henry Hoffmann, Nathan Beckmann, Jonathan Eastep, Anant Agarwal

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Graphite: A distributed parallel simulator for multicores.

Jason E. Miller, Harshad Kasture, George Kurian, Charles Gruenwald III, Nathan Beckmann, Christopher Celio, Jonathan Eastep, Anant Agarwal

Proceedings of the 16th International Conference on High-Performance Computer Architecture (HPCA-16 2010), 2010

An operating system for multicore and clouds: mechanisms and implementation.

David Wentzlaff, Charles Gruenwald III, Nathan Beckmann, Kevin Modzelewski, Adam Belay, Lamia Youseff, Jason E. Miller, Anant Agarwal

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009

Hardware-Based Public-Key Cryptography with Public Physically Unclonable Functions.

Nathan Beckmann, Miodrag Potkonjak

Proceedings of the Information Hiding, 11th International Workshop, 2009