Benjamin Klenk

According to our database, Benjamin Klenk authored at least 13 papers between 2014 and 2024.

Collaborative distances:

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

2024

Towards a Standardized Representation for Deep Learning Collective Algorithms.

Jinsun Yoo, William Won, Meghan Cowan, Nan Jiang, Benjamin Klenk, Srinivas Sridharan, Tushar Krishna

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2024

2022

A Case For Intra-rack Resource Disaggregation in HPC.

George Michelogiannakis, Benjamin Klenk, Brandon Cook, Min Yee Teh, Madeleine Glick, Larry Dennison, Keren Bergman, John Shalf

ACM Trans. Archit. Code Optim., 2022

2021

SiP-ML: high-bandwidth optical network interconnects for machine learning training.

Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

2020

Why Data Science and Machine Learning Need Silicon Photonics.

Benjamin Klenk, Larry Dennison

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

An In-Network Architecture for Accelerating Shared-Memory Multiprocessor Collectives.

Benjamin Klenk, Nan Jiang, Greg Thorson, Larry Dennison

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

2018

Communication architectures for scalable GPU-centric computing systems.

Benjamin Klenk

PhD thesis, 2018

2017

An Overview of MPI Characteristics of Exascale Proxy Applications.

Benjamin Klenk, Holger Fröning

Proceedings of the High Performance Computing - 32nd International Conference, 2017

Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors.

Benjamin Klenk, Holger Fröning, Hans Eberle, Larry Dennison

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

Analyzing GPU-controlled communication with dynamic parallelism in terms of performance and energy.

Lena Oden, Benjamin Klenk, Holger Fröning

Parallel Comput., 2016

2015

Analyzing communication models for distributed thread-collaborative processors in terms of energy and time.

Benjamin Klenk, Lena Oden, Holger Fröning

Proceedings of the 2015 IEEE International Symposium on Performance Analysis of Systems and Software, 2015

2014

Energy-efficient stencil computations on distributed GPUs using dynamic parallelism and GPU-controlled communication.

Lena Oden, Benjamin Klenk, Holger Fröning

Proceedings of the 2nd International Workshop on Energy Efficient Supercomputing, 2014

Analyzing Put/Get APIs for Thread-Collaborative Processors.

Benjamin Klenk, Lena Oden, Holger Fröning

Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

Energy-Efficient Collective Reduce and Allreduce Operations on Distributed GPUs.

Lena Oden, Benjamin Klenk, Holger Fröning

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014