Amit Ruhela

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Asynchronous Communication

Benchmark Suite

Machine Learning

Top Venues

Publications

Dhani Ruhela, Amit Ruhela
Tuning Apex DQN: A Reinforcement Learning based Deep Q-Network Algorithm. PEARC (2024)
Yinzhi Wang, John D. McCalpin, Junjie Li, Matthew Cawood, John Cazes, Hanning Chen, Lars Koesterke, Hang Liu, Chun-Yaung Lu, Robert T. McLay, Kent Milfield, Amit Ruhela, Dave Semeraro, Wenyang Zhang
Application Performance Analysis: A Report on the Impact of Memory Bandwidth. ISC Workshops (2023)
Samuel Bernardo, Amit Ruhela, John Cazes, Stephen Lien Harrell, Jorge Gomes
An Earlier Experiences Towards Optimizing Apache Spark Over Frontera Supercomputer. ISC Workshops (2023)
Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, José Pereira, João Paulo
Taming Metadata-intensive HPC Jobs Through Dynamic, Application-agnostic QoS Control. CCGrid (2023)
Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, José Pereira, João Paulo
PADLL: Taming Metadata-intensive HPC Jobs Through Dynamic, Application-agnostic QoS Control. CoRR (2023)
Ricardo Macedo, Mariana Miranda, Yusuke Tanimura, Jason Haga, Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, João Paulo
Protecting Metadata Servers From Harm Through Application-level I/O Control. CLUSTER (2022)
Richard Todd Evans, Matthew Cawood, Stephen Lien Harrell, Lei Huang, Si Liu, Chun-Yaung Lu, Amit Ruhela, Yinzhi Wang, Zhao Zhang
Optimizing GPU-Enhanced HPC System and Cloud Procurements for Scientific Workloads. ISC (2021)
Amit Ruhela, Stephen Lien Harrell, Richard Todd Evans, Gregory J. Zynda, John M. Fonner, Matt Vaughn, Tommy Minyard, John Cazes
Characterizing Containerized HPC Applications Performance at Petascale on CPU and GPU Architectures. ISC (2021)
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
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. MLHPC@SC (2021)
Si Liu, Lei Huang, Hang Liu, Amit Ruhela, Virginia Trueheart, Susan Lindsey, Quan Yuan
Practice Guideline for Heavy I/O Workloads with Lustre File Systems on TACC Supercomputers. PEARC (2021)
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
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. CoRR (2021)
Amit Ruhela, Shulei Xu, Karthik Vadambacheri Manian, Hari Subramoni, Dhabaleswar K. Panda
Analyzing and Understanding the Impact of Interconnect Performance on HPC, Big Data, and Deep Learning Applications: A Case Study with InfiniBand EDR and HDR. IPDPS Workshops (2020)
Victor Eijkhout, Amit Ruhela
An introduction to advanced features in MPI. PEARC Companion (2020)
S. Mahdieh Ghazimirsaeed, Qinghua Zhou, Amit Ruhela, Mohammadreza Bayatpour
A hierarchical and load-aware design for large message neighborhood collectives. SC (2020)
Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda
Efficient design for MPI asynchronous progress without dedicated resources. Parallel Comput. 85 (2019)
Karthik Vadambacheri Manian, A. A. Ammar, Amit Ruhela, Ching-Hsiang Chu, Hari Subramoni, Dhabaleswar K. Panda
Characterizing CUDA Unified Memory (UM)-Aware MPI Designs on Modern GPU Architectures. GPGPU@ASPLOS (2019)
Amit Ruhela, Bharath Ramesh, Sourav Chakraborty, Hari Subramoni, Jahanzeb Maqbool Hashmi, Dhabaleswar K. Panda
Leveraging Network-level parallelism with Multiple Process-Endpoints for MPI Broadcast. IPDRM@SC (2019)
Srinivasan Ramesh, Aurèle Mahéo, Sameer Shende, Allen D. Malony, Hari Subramoni, Amit Ruhela, Dhabaleswar K. Panda
MPI performance engineering with the MPI tool interface: The integration of MVAPICH and TAU. Parallel Comput. 77 (2018)
Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda
Efficient Asynchronous Communication Progress for MPI without Dedicated Resources. EuroMPI (2018)
Amit Ruhela, Amitabha Bagchi, Anirban Mahanti, Aaditeshwar Seth
The rich and middle classes on Twitter: Are popular users indeed different from regular users? Comput. Commun. 73 (2016)
Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Amit Ruhela, Aaditeshwar Seth, Rudra Mohan Tripathy, Sipat Triukose
Spatio-temporal and events based analysis of topic popularity in twitter. CIKM (2013)
Amit Ruhela, Sipat Triukose, Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Aaditeshwar Seth
The scope for Online Social Network aided caching in web CDNs. ANCS (2013)
Amit Ruhela
Scalable content distribution for social networking websites. COMSNETS (2012)
Sebastien Ardon, Amitabha Bagchi, Anirban Mahanti, Amit Ruhela, Aaditeshwar Seth, Rudra M. Tripathy, Sipat Triukose
Spatio-Temporal Analysis of Topic Popularity in Twitter CoRR (2011)
Amit Ruhela, Rudra M. Tripathy, Sipat Triukose, Sebastien Ardon, Amitabha Bagchi, Aaditeshwar Seth
Towards the use of online social networks for efficient Internet content distribution. IEEE ANTS (2011)