Nathan Beckmann

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 40

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Nikhil Agarwal, Mitchell Fream, Souradip Ghosh, Brian C. Schwedock, Nathan Beckmann
UDIR: Towards a Unified Compiler Framework for Reconfigurable Dataflow Architectures. IEEE Comput. Archit. Lett. 23 (1) (2024)
Sara McAllister, Yucong Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, Gregory R. Ganger
FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces. OSDI (2024)
Daniel Lin-Kit Wong, Hao Wu, Carson Molder, Sathya Gunasekar, Jimmy Lu, Snehal Khandkar, Abhinav Sharma, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
Baleen: ML Admission & Prefetching for Flash Caches. FAST (2024)
Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki
Affinity Alloc: Taming Not-So Near-Data Computing. MICRO (2023)
Nathan Serafin, Souradip Ghosh, Harsh Desai, Nathan Beckmann, Brandon Lucia
Pipestitch: An energy-minimal dataflow architecture with lightweight threads. MICRO (2023)
Graham Gobieski, Oguz Atli, Cagri Erbagci, Ken Mai, Nathan Beckmann, Brandon Lucia
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. ISCAS (2023)
Jennifer Brana, Brian C. Schwedock, Yatin A. Manerkar, Nathan Beckmann
Kobold: Simplified Cache Coherence for Cache-Attached Accelerators. IEEE Comput. Archit. Lett. 22 (1) (2023)
Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey
Brief Announcement: Spatial Locality and Granularity Change in Caching. SPAA (2022)
Graham Gobieski, Souradip Ghosh, Marijn Heule, Todd Mowry, Tony Nowatzki, Nathan Beckmann, Brandon Lucia
A programmable, energy-minimal dataflow compiler and architecture. MICRO (2022)
Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey
Spatial Locality and Granularity Change in Caching. CoRR (2022)
Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
Kangaroo: Theory and Practice of Caching Billions of Tiny Objects on Flash. ACM Trans. Storage 18 (3) (2022)
Brian C. Schwedock, Piratach Yoovidhya, Jennifer Seibert, Nathan Beckmann
täk¯: a polymorphic cache hierarchy for general-purpose optimization of data movement. ISCA (2022)
Mahadev Satyanarayanan, Nathan Beckmann, Grace A. Lewis, Brandon Lucia
The Role of Edge Offload for Hardware-Accelerated Mobile Devices. HotMobile (2021)
Mahadev Satyanarayanan, Nathan Beckmann, Grace A. Lewis, Brandon Lucia
The Role of Edge Offload for Hardware - Accelerated Mobile Devices. GetMobile Mob. Comput. Commun. 25 (2) (2021)
Nathan Beckmann, Phillip B. Gibbons, Charles McGuffey
Block-Granularity-Aware Caching. SPAA (2021)
Graham Gobieski, Ahmet Oguz Atli, Kenneth Mai, Brandon Lucia, Nathan Beckmann
Snafu: An Ultra-Low-Power, Energy-Minimal CGRA-Generation Framework and Architecture. ISCA (2021)
Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
Kangaroo: Caching Billions of Tiny Objects on Flash. SOSP (2021)
Elliot Lockerman, Axel Feldmann, Mohammad Bakhshalipour, Alexandru Stanescu, Shashwat Gupta, Daniel Sánchez, Nathan Beckmann
Livia: Data-Centric Computing Throughout the Memory Hierarchy. ASPLOS (2020)
Brian C. Schwedock, Nathan Beckmann
Jumanji: The Case for Dynamic NUCA in the Datacenter. MICRO (2020)
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
The CacheLib Caching Engine: Design and Experiences at Scale. OSDI (2020)
Rajat Kateja, Nathan Beckmann, Gregory R. Ganger
TVARAK: Software-Managed Hardware Offload for Redundancy in Direct-Access NVM Storage. ISCA (2020)
Nathan Beckmann, Phillip B. Gibbons, Bernhard Haeupler, Charles McGuffey
Writeback-Aware Caching. APOCS (2020)
Nathan Beckmann, Phillip B. Gibbons, Bernhard Haeupler, Charles McGuffey
Writeback-Aware Caching (Brief Announcement). SPAA (2019)
Anurag Mukkara, Nathan Beckmann, Daniel Sánchez
PHI: Architectural Support for Synchronization- and Bandwidth-Efficient Commutative Scatter Updates. MICRO (2019)
Graham Gobieski, Amolak Nagi, Nathan Serafin, Mehmet Meric Isgenc, Nathan Beckmann, Brandon Lucia
MANIC: A Vector-Dataflow Architecture for Ultra-Low-Power Embedded Systems. MICRO (2019)
Rajat Kateja, Nathan Beckmann, Gregory R. Ganger
Tvarak: Software-managed hardware offload for DAX NVM storage redundancy. CoRR (2019)
Graham Gobieski, Brandon Lucia, Nathan Beckmann
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems. ASPLOS (2019)
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
Practical Bounds on Optimal Caching with Variable Object Sizes. SIGMETRICS (Abstracts) (2018)
Anurag Mukkara, Nathan Beckmann, Maleen Abeydeera, Xiaosong Ma, Daniel Sánchez
Exploiting Locality in Graph Analytics through Hardware-Accelerated Traversal Scheduling. MICRO (2018)
Nathan Beckmann, Haoxian Chen, Asaf Cidon
LHD: Improving Cache Hit Rate by Maximizing Hit Density. NSDI (2018)
Graham Gobieski, Nathan Beckmann, Brandon Lucia
Intelligence Beyond the Edge: Inference on Intermittent Embedded Systems. CoRR (2018)
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
Practical Bounds on Optimal Caching with Variable Object Sizes. Proc. ACM Meas. Anal. Comput. Syst. 2 (2) (2018)
Nathan Beckmann, Daniel Sánchez
Cache Calculus: Modeling Caches through Differential Equations. IEEE Comput. Archit. Lett. 16 (1) (2017)
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
Practical Bounds on Optimal Caching with Variable Object Sizes. CoRR (2017)
Po-An Tsai, Nathan Beckmann, Daniel Sánchez
Jenga: Software-Defined Cache Hierarchies. ISCA (2017)
Po-An Tsai, Nathan Beckmann, Daniel Sánchez
Nexus: A New Approach to Replication in Distributed Shared Caches. PACT (2017)
Harshad Kasture, Xu Ji, Nosayba El-Sayed, Nathan Beckmann, Xiaosong Ma, Daniel Sánchez
POSTER: Improving Datacenter Efficiency Through Partitioning-Aware Scheduling. PACT (2017)
Nathan Beckmann, Daniel Sánchez
Maximizing Cache Performance Under Uncertainty. HPCA (2017)
Nathan Beckmann, Daniel Sánchez
Modeling cache performance beyond LRU. HPCA (2016)
Anurag Mukkara, Nathan Beckmann, Daniel Sánchez
Whirlpool: Improving Dynamic Cache Management with Static Data Classification. ASPLOS (2016)
Nathan Beckmann, Daniel Sánchez
Talus: A simple way to remove cliffs in cache performance. HPCA (2015)
Nathan Beckmann, Po-An Tsai, Daniel Sánchez
Scaling distributed cache hierarchies through computation and data co-scheduling. HPCA (2015)
Harshad Kasture, Davide B. Bartolini, Nathan Beckmann, Daniel Sánchez
Rubik: fast analytical power management for latency-critical systems. MICRO (2015)
Nathan Beckmann, Daniel Sánchez
Jigsaw: Scalable software-defined caches. PACT (2013)
Lamia Youseff, Nathan Beckmann, Harshad Kasture, Charles Gruenwald III, David Wentzlaff, Anant Agarwal
The case for elastic operating system services in fos. DAC (2012)
David Wentzlaff, Charles Gruenwald III, Nathan Beckmann, Kevin Modzelewski, Adam Belay, Lamia Youseff, Jason E. Miller, Anant Agarwal
An operating system for multicore and clouds: mechanisms and implementation. SoCC (2010)
James Psota, Jason E. Miller, George Kurian, Henry Hoffmann, Nathan Beckmann, Jonathan Eastep, Anant Agarwal
ATAC: Improving performance and programmability with on-chip optical networks. ISCAS (2010)
Jason E. Miller, Harshad Kasture, George Kurian, Charles Gruenwald III, Nathan Beckmann, Christopher Celio, Jonathan Eastep, Anant Agarwal
Graphite: A distributed parallel simulator for multicores. HPCA (2010)
Nathan Beckmann, Miodrag Potkonjak
Hardware-Based Public-Key Cryptography with Public Physically Unclonable Functions. Information Hiding (2009)

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Publication Activity (10 Years)

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Top Venues

Nathan Beckmann