Nathan Beckmann

Nathan Beckmann

Carnegie Mellon University

H-index: 25

North America-United States

About Nathan Beckmann

Nathan Beckmann, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Computer architecture, Computer systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Baleen: ML Admission & Prefetching for Flash Caches

Pipestitch: An energy-minimal dataflow architecture with lightweight threads

Affinity alloc: Taming not-so near-data computing

MANIC: A @ 4MHz, 256 MOPS/mW, RISC-V microcontroller with embedded MRAM main memory and vector-dataflow co-processor in 22nm bulk finFET CMOS

Kobold: Simplified cache coherence for cache-attached accelerators

UDIR: Towards a Unified Compiler Framework for Reconfigurable Dataflow Architectures

Kangaroo: Theory and practice of caching billions of tiny objects on flash

täkō: A Polymorphic Cache Hierarchy for General-Purpose Optimization of Data Movement

Nathan Beckmann Information

University

Position

Assistant Professor

Citations(all)

3041

Citations(since 2020)

1746

Cited By

1934

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

42

i10Index(since 2020)

34

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Nathan Beckmann Skills & Research Interests

Computer architecture

Computer systems

Top articles of Nathan Beckmann

Title

Journal

Author(s)

Publication Date

Baleen: ML Admission & Prefetching for Flash Caches

Daniel Lin-Kit Wong

Hao Wu

Carson Molder

Sathya Gunasekar

Jimmy Lu

...

2024

Pipestitch: An energy-minimal dataflow architecture with lightweight threads

Nathan Serafin

Souradip Ghosh

Harsh Desai

Nathan Beckmann

Brandon Lucia

2023/10/28

Affinity alloc: Taming not-so near-data computing

Zhengrong Wang

Christopher Liu

Nathan Beckmann

Tony Nowatzki

2023/10/28

MANIC: A @ 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

...

2023/5/21

Kobold: Simplified cache coherence for cache-attached accelerators

IEEE Computer Architecture Letters

Jennifer Brana

Brian C Schwedock

Yatin A Manerkar

Nathan Beckmann

2023/4/21

UDIR: Towards a Unified Compiler Framework for Reconfigurable Dataflow Architectures

IEEE Computer Architecture Letters

Nikhil Agarwal

Mitchell Fream

Souradip Ghosh

Brian C Schwedock

Nathan Beckmann

2023/12/13

Kangaroo: Theory and practice of caching billions of tiny objects on flash

ACM Transactions on Storage (TOS)

Sara McAllister

Benjamin Berg

Julian Tutuncu-Macias

Juncheng Yang

Sathya Gunasekar

...

2022/8/25

täkō: A Polymorphic Cache Hierarchy for General-Purpose Optimization of Data Movement

Brian C Schwedock

Piratach Yoovidhya

Jennifer Seibert

Nathan Beckmann

2022/6/18

Generation framework for ultra-low power cgras

2022/8/4

Brief Announcement: Spatial Locality and Granularity Change in Caching

Nathan Beckmann

Phillip B Gibbons

Charles McGuffey

2022/7/11

Spatial Locality and Granularity Change in Caching

arXiv preprint arXiv:2205.14543

Nathan Beckmann

Phillip B Gibbons

Charles McGuffey

2022/5/28

RipTide: A programmable, energy-minimal dataflow compiler and architecture

Graham Gobieski

Souradip Ghosh

Marijn Heule

Todd Mowry

Tony Nowatzki

...

2022/10/1

Vector dataflow architecture for embedded systems

2022/4/14

Kangaroo: Caching billions of tiny objects on flash

Sara McAllister

Benjamin Berg

Julian Tutuncu-Macias

Juncheng Yang

Sathya Gunasekar

...

2021/10/26

Block-granularity-aware caching

Nathan Beckmann

Phillip B Gibbons

Charles McGuffey

2021/7/6

Snafu: an ultra-low-power, energy-minimal cgra-generation framework and architecture

Graham Gobieski

Ahmet Oguz Atli

Kenneth Mai

Brandon Lucia

Nathan Beckmann

2021/6/14

The role of edge offload for hardware-accelerated mobile devices

Mahadev Satyanarayanan

Nathan Beckmann

Grace A Lewis

Brandon Lucia

2021/2/24

Jumanji: The case for dynamic nuca in the datacenter

Brian C Schwedock

Nathan Beckmann

2020/10/17

Tvarak: software-managed hardware offload for redundancy in direct-access nvm storage

Rajat Kateja

Nathan Beckmann

Gregory R Ganger

2020/5/30

Livia: Data-centric computing throughout the memory hierarchy

Elliot Lockerman

Axel Feldmann

Mohammad Bakhshalipour

Alexandru Stanescu

Shashwat Gupta

...

2020

See List of Professors in Nathan Beckmann University(Carnegie Mellon University)

Co-Authors

H-index: 86
Phillip Gibbons

Phillip Gibbons

Carnegie Mellon University

H-index: 84
Greg Ganger

Greg Ganger

Carnegie Mellon University

H-index: 74
Anant Agarwal

Anant Agarwal

Massachusetts Institute of Technology

H-index: 58
Mor Harchol-Balter

Mor Harchol-Balter

Carnegie Mellon University

H-index: 37
Daniel Sanchez

Daniel Sanchez

Massachusetts Institute of Technology

H-index: 36
David Wentzlaff

David Wentzlaff

Princeton University

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