Amit Ruhela

According to our database, Amit Ruhela authored at least 25 papers between 2011 and 2024.

Collaborative distances:

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

2024

Tuning Apex DQN: A Reinforcement Learning based Deep Q-Network Algorithm.

Dhani Ruhela, Amit Ruhela

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

2023

PADLL: Taming Metadata-intensive HPC Jobs Through Dynamic, Application-agnostic QoS Control.

Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, José Pereira, João Paulo

CoRR, 2023

Application Performance Analysis: A Report on the Impact of Memory Bandwidth.

Yinzhi Wang, John D. McCalpin, Junjie Li, Matthew Cawood, John Cazes, Hanning Chen, Lars Koesterke, Hang Liu, Chun-Yaung Lu, Robert T. McLay, Kent F. Milfeld, Amit Ruhela, Dave Semeraro, Wenyang Zhang

Proceedings of the High Performance Computing, 2023

An Earlier Experiences Towards Optimizing Apache Spark Over Frontera Supercomputer.

Samuel Bernardo, Amit Ruhela, John Cazes, Stephen Lien Harrell, Jorge Gomes

Proceedings of the High Performance Computing, 2023

Taming Metadata-intensive HPC Jobs Through Dynamic, Application-agnostic QoS Control.

Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, José Pereira, João Paulo

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

Protecting Metadata Servers From Harm Through Application-level I/O Control.

Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, João Paulo

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.

Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin

CoRR, 2021

Practice Guideline for Heavy I/O Workloads with Lustre File Systems on TACC Supercomputers.

Si Liu, Lei Huang, Hang Liu, Amit Ruhela, Virginia Trueheart, Susan Lindsey, Quan Yuan

Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021

Characterizing Containerized HPC Applications Performance at Petascale on CPU and GPU Architectures.

Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, Gregory J. Zynda, John M. Fonner, Matt Vaughn, Tommy Minyard, John Cazes

Proceedings of the High Performance Computing - 36th International Conference, 2021

Optimizing GPU-Enhanced HPC System and Cloud Procurements for Scientific Workloads.

Richard Todd Evans, Matthew Cawood, Stephen Lien Harrell, Lei Huang, Si Liu, Chun-Yaung Lu, Amit Ruhela, Yinzhi Wang, Zhao Zhang

Proceedings of the High Performance Computing - 36th International Conference, 2021

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.

Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin

Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

2020

An introduction to advanced features in MPI.

Victor Eijkhout, Amit Ruhela

Proceedings of the PEARC Companion '20: Practice and Experience in Advanced Research Computing, 2020

A hierarchical and load-aware design for large message neighborhood collectives.

S. Mahdieh Ghazimirsaeed, Qinghua Zhou, Amit Ruhela, Mohammadreza Bayatpour

Proceedings of the International Conference for High Performance Computing, 2020

Analyzing and Understanding the Impact of Interconnect Performance on HPC, Big Data, and Deep Learning Applications: A Case Study with InfiniBand EDR and HDR.

Amit Ruhela, Shulei Xu, Karthik Vadambacheri Manian, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019

Efficient design for MPI asynchronous progress without dedicated resources.

Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda

Parallel Comput., 2019

Leveraging Network-level parallelism with Multiple Process-Endpoints for MPI Broadcast.

Amit Ruhela, Bharath Ramesh, Sourav Chakraborty, Hari Subramoni, Jahanzeb Maqbool Hashmi, Dhabaleswar K. Panda

Proceedings of the IEEE/ACM Third Annual Workshop on Emerging Parallel and Distributed Runtime Systems and Middleware, 2019

Characterizing CUDA Unified Memory (UM)-Aware MPI Designs on Modern GPU Architectures.

Karthik Vadambacheri Manian, A. A. Ammar, Amit Ruhela, Ching-Hsiang Chu, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 12th Workshop on General Purpose Processing Using GPUs, 2019

2018

MPI performance engineering with the MPI tool interface: The integration of MVAPICH and TAU.

Srinivasan Ramesh, Aurèle Mahéo, Sameer Shende, Allen D. Malony, Hari Subramoni, Amit Ruhela, Dhabaleswar K. Panda

Parallel Comput., 2018

Efficient Asynchronous Communication Progress for MPI without Dedicated Resources.

Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda

Proceedings of the 25th European MPI Users' Group Meeting, 2018

2016

The rich and middle classes on Twitter: Are popular users indeed different from regular users?

Amit Ruhela, Amitabha Bagchi, Anirban Mahanti, Aaditeshwar Seth

Comput. Commun., 2016

2013

Spatio-temporal and events based analysis of topic popularity in twitter.

Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Amit Ruhela, Aaditeshwar Seth, Rudra Mohan Tripathy, Sipat Triukose

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

The scope for Online Social Network aided caching in web CDNs.

Amit Ruhela, Sipat Triukose, Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Aaditeshwar Seth

Proceedings of the Symposium on Architecture for Networking and Communications Systems, 2013

2012

Scalable content distribution for social networking websites.

Amit Ruhela

Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012

2011

Spatio-Temporal Analysis of Topic Popularity in Twitter

Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Amit Ruhela, Aaditeshwar Seth, Rudra M. Tripathy, Sipat Triukose

CoRR, 2011

Towards the use of online social networks for efficient Internet content distribution.

Amit Ruhela, Rudra M. Tripathy, Sipat Triukose, Sebastien Ardon, Amitabha Bagchi, Aaditeshwar Seth

Proceedings of the Fifth IEEE International Conference on Advanced Telecommunication Systems and Networks, 2011