HiPC 2022 Technical Program


2022 Program at a glance

( To download a PDF copy – click here)



Sunday, Dec 18, 2022 – Day 1


HiPC Workshops, AMD Tutorial @HiPC, Industry Gala Opening



Monday, Dec 19, 2022 – Day 2


Student Research Symposium, Industry Exhibits, Mentoring Session for Students


HiPC 2022 Inauguration and Opening Remarks (8:00-8:30)


Keynote Address: (8:30-9:30)

Paolo Ienne, EPFL

Reconfigurable Computing for Software Programmers?

(Session chair: Viktor Prasanna)


Technical Session 1: Neural Networks (10:00-12:00)

(Session chair: Dip Sankar Banerjee)


Split-Knit Convolution: Enabling Dense Evaluation of Transpose and Dilated Convolutions on GPUs

Arjun Menon Vadakkeveedu, Debabrata Mandal, Pradeep Ramachandran and Nitin Chandrachoodan


Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform

Bingyi Zhang, Hanqing Zeng and Viktor Prasanna


Accelerating Broadcast Communication with GPU Compression for Deep Learning Workloads

Qinghua Zhou, Quentin Anthony, Aamir Shafi, Hari Subramoni and Dhabaleswar K. Panda.


AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters

Nawras Alnaasan, Arpan Jain, Aamir Shafi, Hari Subramoni and Dhabaleswar K. Panda


Joint Partitioning and Sampling Algorithm for Scaling Graph Neural Networks

Manohar Lal Das, Vishwesh Jatala and Gagan Raj Gupta


Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal and John D. Owens


Industry Keynote: AMD (13:00-14:00)

Jay Hiremath, AMD

Technologies That Enable HPC

(Session chair: Rama Govindaraju)


Technical Session 2: HPC Architecture & Communication (14:00-16:00)

(Session chair: Phani Motamarri)


Accelerating Prefix Scan with in-network computing on Intel PIUMA (Best paper nominee)

Kartik Lakhotia, Fabrizio Petrini, Rajgopal Kannan and Viktor Prasanna


memwalkd : Accelerating Key-value stores using Page Table Walkers

Ravi Shreyas Anupindi, Swaroop Kotni and Arkaprava Basu


Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures

Manolis Katsaragakis, Christos Baloukas, Lazaros Papadopoulos, Verena Kantere, Francky Catthoor and Dimitrios Soudris


LDT: Lightweight Dirty Tracking of Memory Pages for x86 Systems

Rohit Singh, Arun Kp and Debadatta Mishra


Designing Efficient Pipelined Communication Schemes using Compression in MPI Libraries

Bharath Ramesh, Qinghua Zhou, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni and Dhabaleswar K. Panda


Efficient Personalized and Non-Personalized Alltoall Communication for Modern Multi-HCA GPU-Based Clusters

Kaushik Kandadi Suresh, Akshay Paniraja Guptha, Benjamin Michalowicz, Bharath Ramesh, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni and Dhabaleswar Panda


Birds of a Feather Session: HPC/AI for Agriculture (14:00-18:30)

(Moderator: Ananth Kalyanaraman)


Technical Session 3: HPC Algorithms & solvers (16:30-18:30)

(Session Chair: Subodh Kumar)


High-Performance Truss Analysis in ArkoudaZhihui Du, Joseph Patchett, Oliver Alvarado Rodriguez, Fuhuan Li, and David Bader



Parallel Vertex Color Update on Large Dynamic Networks (Best paper nominee)

Arindam Khanda, Sanjukta Bhowmick, Xin Liang and Sajal K. Das


IMpart: A Partitioning-based Parallel Approach to Accelerate Influence Maximization (Best paper nominee)

Reet Barik, Marco Minutoli, Mahantesh Halappanavar and Ananth Kalyananaraman


Leveraging GPU Tensor Cores for Double Precision Euclidean Distance Calculations

Benoit Gallet and Michael Gowanlock


A Portable Sparse Solver Framework for Large Matrices on Heterogeneous Architectures (Best paper nominee)

Md Fazlay Rabbi, Hasan Metin Aktulga, Christopher Daley and Umit Catalyurek


Performance analysis of GPU accelerated meshfree q-LSKUM solvers in Fortran, C, Python, and Julia

Nischay Mamidi, Dhruv Saxena, Kumar Prasun, Anil Nemili, Bharatkumar Sharma and Suresh Deshpande


Tuesday, Dec 20, 2022 – Day 3


Student Research Symposium, Industry Exhibits, Sponsored Technical Sessions (AMD, Intel, Gold Sponsors)


Keynote Address: (8:30-9:30)

P Sadayappan, School of Computing, University of Utah

Challenges and Opportunities for Compilers in the End-of-Moore Era

(Session chair: David Bader)


Technical Session 4: High Performance and Data Science Applications (10:00-12:00)

(Session chair: Yogish Sabharwal)


A Deep Learning-Based In Situ Analysis Framework for Tropical Cyclogenesis Prediction

Abir Mukherjee and Preeti Malakar


HiBGT: High-Performance Bayesian Group Testing for COVID-19

Weicong Chen, Xiaoyi Lu and Curtis Tatsuoka


Customer Churn Prediction in Telecommunications Industry Based on Conditional Wasserstein GAN

Chang Su, Linglin Wei and Xianzhong Xie


A Real-time Flood Inundation Prediction on SX-Aurora TSUBASA

Yoichi Shimomura, Akihiro Musa, Yoshihiko Sato, Atsuhiko Konja, Guoqing Cui, Rei Aoyagi, Keichi Takahashi and Hiroyuki Takizawa


Precise Parallel FEM-based Interactive Cutting Simulation of Deformable Bodies

Harshvardhan Das, Suraj Kumar and Subodh Kumar


Scaling the SOO Global Blackbox Optimizer on a 128-core Architecture

David Redon, Bilel Derbel and Pierre Fortin


Future of Indo-US Research Collaborations (13:00-15:00)

(Moderator: Dr. Vipin Chaudhary)


R&D Projects in India’s National Supercomputing Mission (15:30-17:30)


Keynote Address: (18:00-19:00)

Jack Dongarra, University of Tennessee, Oak Ridge National Laboratory, and University of Manchester

An Overview of High Performance Computing and Future Requirements

(Session chair: Viktor Prasanna)


Cultural Program, Awards Ceremony, Banquet Dinner (19:00-)


Wednesday, Dec 21, 2022 – Day 4


 Industry Exhibits


Keynote Address: (8:30-9:30)

Per Stenström, Chalmers University of Technology

Towards Data-Centric Computer Architectures

(Session chair: Sanjay Ranka)


Technical Session 5: HPC System Software and Libraries (10:00-12:00)

(Session chair: Kishore Kothapalli)


A GPU-accelerated Data Transformation Framework Rooted in Pushdown Transducers (Best paper nominee)

Tri Nguyen and Michela Becchi


An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees

Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Ruonan Wang, Scott Klasky, Anand Rangarajan and Sanjay Ranka


COMPLACE: Automated Thread Placement via Dynamic Binary Instrumentation for Shared-Memory Systems

Ryan Kirkpatrick, Christopher Brown and Vladimir Janjic


LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage Services

Keith Bateman, Neeraj Rajesh, Jaime Cernuda Garcia, Luke Logan, Jie Ye, Stephen Herbein, Anthony Kougkas and Xian-He Sun.


IRIS-BLAS: Towards a Performance Portable and Heterogeneous BLAS Library

Narasinga Rao Miniskar, Mohammad Alaul Haque Monil, Pedro Valero Lara, Frank Liu and Jeffrey Vetter


Towards Efficient Cache Allocation for High-Frequency Checkpointing (BEST PAPER – HiPC 2022)

Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot and Franck Cappello


Technical Session 6: Data Science Methods (13:00-15:00)

(Session chair: Yogesh Simmhan)


1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMB’s Convergence Speed (BEST PAPER – HiPC 2022)

Conglong Li, Ammar Ahmad Awan, Hanlin Tang, Samyam Rajbhandari and Yuxiong He


Input Feature Pruning for Accelerating GNN Inference on Heterogeneous Platforms

Jason Yik, Sanmukh Kuppannagari, Hanqing Zeng and Viktor Prasanna


ProvScope: Efficient Differential of Distributed Provenance

Yuta Nakamura, Tanu Malik, Iyad Kanj and Ashish Gehani


Efficient Edge-Computing based Anonymous Authentication Protocol for IoV

Himani Sikarwar and Debasis Das