Aamir Shafi

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 58

Top Venues

University of Portsmouth, UK (PHD)

Education History

University of Portsmouth, UK

PHD

Publications

Bharath Ramesh, Nick Contini, Nawras Alnaasan, Kaushik Kandadi Suresh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
HINT: Designing Cache-Efficient MPI_Alltoall using Hybrid Memory Copy Ordering and Non-Temporal Instructions. IPDPS (2024)
Mingzhe Han, Goutham Kalikrishna Reddy Kuncham, Benjamin Michalowicz, Rahul Vaidya, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
PML-MPI: A Pre-Trained ML Framework for Efficient Collective Algorithm Selection in MPI. IPDPS (Workshops) (2024)
Tu Tran, Bharath Ramesh, Benjamin Michalowicz, Mustafa Abduljabbar, Hari Subramoni, Aamir Shafi, Dhabaleswar K. Panda
Accelerating communication with multi-HCA aware collectives in MPI. Concurr. Comput. Pract. Exp. 36 (1) (2024)
Jinghan Yao, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference. IPDPS (2024)
Radha Gulhane, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Infer-HiRes: Accelerating Inference for High-Resolution Images with Quantization and Distributed Deep Learning. PEARC (2024)
Quentin Anthony, Jacob Hatef, Deepak Narayanan, Stella Biderman, Stas Bekman, Junqi Yin, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
The Case for Co-Designing Model Architectures with Hardware. ICPP (2024)
Jinghan Yao, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference. CoRR (2024)
Quentin Anthony, Jacob Hatef, Deepak Narayanan, Stella Biderman, Stas Bekman, Junqi Yin, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
The Case for Co-Designing Model Architectures with Hardware. CoRR (2024)
Quentin Anthony, Ammar Ahmad Awan, Jeff Rasley, Yuxiong He, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
MCR-DL: Mix-and-Match Communication Runtime for Deep Learning. CoRR (2023)
Kawthar Shafie Khorassani, Chen-Chun Chen, Bharath Ramesh, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
High Performance MPI over the Slingshot Interconnect. J. Comput. Sci. Technol. 38 (1) (2023)
Bharath Ramesh, Goutham Kalikrishna Reddy Kuncham, Kaushik Kandadi Suresh, Rahul Vaidya, Nawras Alnaasan, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
Designing In-network Computing Aware Reduction Collectives in MPI. HOTI (2023)
Benjamin Michalowicz, Kaushik Kandadi Suresh, Bharath Ramesh, Aamir Shafi, Hari Subramoni, Mustafa Abduljabbar, Dhabaleswar K. Panda
In-Depth Evaluation of a Lower-Level Direct-Verbs API on InfiniBand-based Clusters: Early Experiences. IPDPS Workshops (2023)
Quentin Anthony, Ammar Ahmad Awan, Jeff Rasley, Yuxiong He, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
MCR-DL: Mix-and-Match Communication Runtime for Deep Learning. IPDPS (2023)
Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Performance Characterization of Using Quantization for DNN Inference on Edge Devices. ICFEC (2023)
Chen-Chun Chen, Kawthar Shafie Khorassani, Goutham Kalikrishna Reddy Kuncham, Rahul Vaidya, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Implementing and Optimizing a GPU-aware MPI Library for Intel GPUs: Early Experiences. CCGrid (2023)
Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference. CoRR (2023)
Jinghan Yao, Nawras Alnaasan, Tian Chen, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
Flover: A Temporal Fusion Framework for Efficient Autoregressive Model Parallel Inference. HiPC (2023)
Hyunho Ahn, Tian Chen, Nawras Alnaasan, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Performance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version. CoRR (2023)
Quentin Anthony, Lang Xu, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
ScaMP: Scalable Meta-Parallelism for Deep Learning Search. CCGrid (2023)
Kaushik Kandadi Suresh, Kawthar Shafie Khorassani, Chen-Chun Chen, Bharath Ramesh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Network-Assisted Noncontiguous Transfers for GPU-Aware MPI Libraries. IEEE Micro 43 (2) (2023)
Nawras Alnaasan, Matthew Lieber, Aamir Shafi, Hari Subramoni, Scott Shearer, Dhabaleswar K. Panda
HARVEST: High-Performance Artificial Vision Framework for Expert Labeling using Semi-Supervised Training. BigData (2023)
Qinghua Zhou, Quentin Anthony, Lang Xu, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Accelerating Distributed Deep Learning Training with Compression Assisted Allgather and Reduce-Scatter Communication. IPDPS (2023)
Kinan Al-Attar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
MPI4Spark Meets YARN: Enhancing MPI4Spark through YARN support for HPC. BigData (2023)
Kaushik Kandadi Suresh, Benjamin Michalowicz, Bharath Ramesh, Nicholas Contini, Jinghan Yao, Shulei Xu, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
A Novel Framework for Efficient Offloading of Communication Operations to Bluefield SmartNICs. IPDPS (2023)
Quentin Anthony, Lang Xu, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
ScaMP: Scalable Meta-Parallelism for Deep Learning Search. CCGridW (2023)
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems. IPDPS Workshops (2022)
Kinan Al-Attar, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Spark Meets MPI: Towards High-Performance Communication Framework for Spark using MPI. CLUSTER (2022)
Pouya Kousha, Arpan Jain, Ayyappa Kolli, Prasanna Sainath, Hari Subramoni, Aamir Shafi, Dhabaleswar K. Panda
"Hey CAI" - Conversational AI Enabled User Interface for HPC Tools. ISC (2022)
Kaushik Kandadi Suresh, Kawthar Shafie Khorassani, Chen-Chun Chen, Bharath Ramesh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Network Assisted Non-Contiguous Transfers for GPU-Aware MPI Libraries. HOTI (2022)
Shulei Xu, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Arm meets Cloud: A Case Study of MPI Library Performance on AWS Arm-based HPC Cloud with Elastic Fabric Adapter. IPDPS Workshops (2022)
Kaushik Kandadi Suresh, Akshay Paniraja Guptha, Benjamin Michalowicz, Bharath Ramesh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Efficient Personalized and Non-Personalized Alltoall Communication for Modern Multi-HCA GPU-Based Clusters. HIPC (2022)
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters. HIPC (2022)
Apan Qasem, Hartwig Anzt, Eduard Ayguadé, Katharine Cahill, Ramon Canal, Jany Chan, Eric Fosler-Lussier, Fritz Göbel, Arpan Jain, Marcel Koch, Mateusz Kuzak, Josep Llosa, Raghu Machiraju, Xavier Martorell, Pratik Nayak, Shameema Oottikkal, Marcin Ostasz, Dhabaleswar K. Panda, Dirk Pleiter, Rajiv Ramnath, Maria-Ribera Sancho, Alessio Sclocco, Aamir Shafi, Hanno Spreeuw, Hari Subramoni, Karen Tomko
Lightning Talks of EduHPC 2022. EduHPC@SC (2022)
Arpan Jain, Aamir Shafi, Quentin Anthony, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda
Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters. ISC (2022)
Kawthar Shafie Khorassani, Chen-Chun Chen, Bharath Ramesh, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
High Performance MPI over the Slingshot Interconnect: Early Experiences. PEARC (2022)
Qinghua Zhou, Pouya Kousha, Quentin Anthony, Kawthar Shafie Khorassani, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters. ISC (2022)
Bharath Ramesh, Qinghua Zhou, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Designing Efficient Pipelined Communication Schemes using Compression in MPI Libraries. HIPC (2022)
Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Optimizing Distributed DNN Training Using CPUs and BlueField-2 DPUs. IEEE Micro 42 (2) (2022)
Chen-Chun Chen, Kawthar Shafie Khorassani, Quentin G. Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Highly Efficient Alltoall and Alltoallv Communication Algorithms for GPU Systems. IPDPS Workshops (2022)
Qinghua Zhou, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Accelerating Broadcast Communication with GPU Compression for Deep Learning Workloads. HIPC (2022)
Kinan Al-Attar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Towards Java-based HPC using the MVAPICH2 Library: Early Experiences. IPDPS Workshops (2022)
Tu Tran, Benjamin Michalowicz, Bharath Ramesh, Hari Subramoni, Aamir Shafi, Dhabaleswar K. Panda
Designing Hierarchical Multi-HCA Aware Allgather in MPI. ICPP Workshops (2022)
Pouya Kousha, Kamal Raj Sankarapandian Dayala Ganesh Ram, Mansa Kedia, Hari Subramoni, Arpan Jain, Aamir Shafi, Dhabaleswar K. Panda, Trey Dockendorf, Heechang Na, Karen Tomko
INAM: Cross-stack Profiling and Analysis of Communication in MPI-based Applications. PEARC (2021)
Arpan Jain, Nawras Alnaasan, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Accelerating CPU-based Distributed DNN Training on Modern HPC Clusters using BlueField-2 DPUs. HOTI (2021)
Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda
Efficient MPI-based Communication for GPU-Accelerated Dask Applications. CCGRID (2021)
Bharath Ramesh, Jahanzeb Maqbool Hashmi, Shulei Xu, Aamir Shafi, Seyedeh Mahdieh Ghazimirsaeed, Mohammadreza Bayatpour, Hari Subramoni, Dhabaleswar K. Panda
Towards Architecture-aware Hierarchical Communication Trees on Modern HPC Systems. HiPC (2021)
Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. Panda
Efficient MPI-based Communication for GPU-Accelerated Dask Applications. CoRR (2021)
Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
OMB-Py: Python Micro-Benchmarks for Evaluating Performance of MPI Libraries on HPC Systems. CoRR (2021)
Kaushik Kandadi Suresh, Bharath Ramesh, Chen-Chun Chen, Seyedeh Mahdieh Ghazimirsaeed, Mohammadreza Bayatpour, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Layout-aware Hardware-assisted Designs for Derived Data Types in MPI. HiPC (2021)
Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. Panda
Blink: Towards Efficient RDMA-based Communication Coroutines for Parallel Python Applications. HiPC (2020)
Seyedeh Mahdieh Ghazimirsaeed, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
Accelerating GPU-based Machine Learning in Python using MPI Library: A Case Study with MVAPICH2-GDR. MLHPC/AI4S@SC (2020)
Aamir Shafi, Saqib Saeed, Yasser A. Bamarouf, Sardar Zafar Iqbal, Nasro Min-Allah, Mohammed Abdulrahman Alqahtani
Student Outcomes Assessment Methodology for ABET Accreditation: A Case Study of Computer Science and Computer Information Systems Programs. IEEE Access 7 (2019)
Christina Diedhiou, Bryan Carpenter, Aamir Shafi, Soumabha Sarkar, Ramazan Esmeli, Ryan Gadsdon
Performance Comparison of a Parallel Recommender Algorithm Across Three Hadoop-Based Frameworks. SBAC-PAD (2018)
Muhammad Tariq Saeed, Jamil Ahmad, Jan Baumbach, Josch Pauling, Aamir Shafi, Rehan Zafar Paracha, Asad Hayat, Amjad Ali
Parameter estimation of qualitative biological regulatory networks on high performance computing hardware. BMC Syst. Biol. 12 (1) (2018)
Saleh Alrashed, Jamal Alhiyafi, Aamir Shafi, Nasro Min-Allah
An efficient schedulability condition for non-preemptive real-time systems at common scheduling points. J. Supercomput. 72 (12) (2016)
Ansar Javed, Bibrak Qamar, Mohsan Jameel, Aamir Shafi, Bryan Carpenter
Towards Scalable Java HPC with Hybrid and Native Communication Devices in MPJ Express. Int. J. Parallel Program. 44 (6) (2016)
Qasim Maqbool, Muhammad Sohaib Ayub, Junaid Zulfiqar, Aamir Shafi
Virtual TCAM for Data Center switches. NFV-SDN (2015)
Hamza Zafar, Farrukh Aftab Khan, Bryan Carpenter, Aamir Shafi, Asad Waqar Malik
MPJ Express Meets YARN: Towards Java HPC on Hadoop Systems. ICCS (2015)
Aamir Shafi, Aleem Akhtar, Ansar Javed, Bryan Carpenter
Teaching parallel programming using Java. EduHPC@SC (2014)
Aamir Shafi, Aleem Akhtar, Ansar Javed, Bryan Carpenter
Teaching Parallel Programming Using Java. CoRR (2014)
Bibrak Qamar, Ansar Javed, Mohsan Jameel, Aamir Shafi, Bryan Carpenter
Design and Implementation of Hybrid and Native Communication Devices for Java HPC. ICCS (2014)
Omar Khan, Mohsan Jameel, Aamir Shafi
High Performance Message-passing InfiniBand Communication Device for Java HPC. ICCS (2014)
Aleem Akhtar, Aamir Shafi, Mohsan Jameel
Design and Implementation of Parallel Debugger and Profiler for MPJ Express. CoRR (2014)
Ammar Ahmad Awan, Muhammad Bilal Amin, Shujaat Hussain, Aamir Shafi, Sungyoung Lee
An MPI-IO Compliant Java Based Parallel I/O Library. CCGRID (2013)
Syed Abdullah Shah, Jannet Faiz, Maham Farooq, Aamir Shafi, Syed Akbar Mehdi
An architectural evaluation of SDN controllers. ICC (2013)
I-Ting Angelina Lee, Aamir Shafi, Charles E. Leiserson
Memory-mapping support for reducer hyperobjects. SPAA (2012)
Muhammad Bilal Amin, Aamir Shafi, Shujaat Hussain, Wajahat Ali Khan, Sungyoung Lee
High performance Java sockets (HPJS) for scientific health clouds. Healthcom (2012)
Ammar Ahmad Awan, Muhammad Sohaib Ayub, Aamir Shafi, Sungyoung Lee
Towards Efficient Support for Parallel I/O in Java HPC. PDCAT (2012)
Wakeel Ahmad, Bryan Carpenter, Aamir Shafi
Collective Asynchronous Remote Invocation (CARI): A High-Level and Effcient Communication API for Irregular Applications. ICCS (2011)
Guillermo L. Taboada, Juan Touriño, Ramon Doallo, Aamir Shafi, Mark Baker, Bryan Carpenter
Device level communication libraries for high-performance computing in Java. Concurr. Comput. Pract. Exp. 23 (18) (2011)
Aamir Shafi, Jawad Manzoor, Kamran Hameed, Bryan Carpenter, Mark Baker
Multicore-enabling the MPJ express messaging library. PPPJ (2010)
Aamir Shafi, Jawad Manzoor
Towards efficient shared memory communications in MPJ express. IPDPS (2009)
Aamir Shafi, Bryan Carpenter, Mark Baker, Aftab Hussain
A comparative study of Java and C performance in two large-scale parallel applications. Concurr. Comput. Pract. Exp. 21 (15) (2009)
Aamir Shafi, Bryan Carpenter, Mark Baker
Nested parallelism for multi-core HPC systems using Java. J. Parallel Distributed Comput. 69 (6) (2009)
Aamir Shafi, Aftab Hussain, Jamil Raza
A parallel implementation of the Finite-Domain Time-Difference algorithm using MPJ express. IPDPS (2008)
Mark Baker, Bryan Carpenter, Aamir Shafi
A Buffering Layer to Support Derived Types and Proprietary Networks for Java HPC. Scalable Comput. Pract. Exp. 8 (4) (2007)
Mark Baker, Bryan Carpenter, Aamir Shafi
An Approach to Buffer Management in Java HPC Messaging. International Conference on Computational Science (2) (2006)
Mark Baker, Bryan Carpenter, Aamir Shafi
MPJ Express Meets Gadget: Towards a Java Code for Cosmological Simulations. PVM/MPI (2006)
Mark A. Baker, Matthew Grove, Aamir Shafi
Parallel and Distributed Computing with Java. ISPDC (2006)
Mark Baker, Bryan Carpenter, Aamir Shafi
MPJ Express: Towards Thread Safe Java HPC. CLUSTER (2006)
Mark Baker, Aamir Shafi, Bryan Carpenter, Sylvia C. Wong, Victor Tan, Weijian Fang, Simon Miles, Luc Moreau
Cluster Computing and Grid 2005 Works in Progress. IEEE Distributed Syst. Online 6 (10) (2005)
Aamir Shafi, Umer Farooq, Saad Liaquat Kiani, Maria Riaz, Anjum Shehzad, Arshad Ali, Iosif Legrand, Harvey B. Newman
DIAMOnDS - DIstributed Agents for MObile & Dynamic Services CoRR (2003)

Aamir Shafi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Aamir Shafi