HiPC

Publications

2023

Robert Underwood, Meghana Madhyastha, Randal C. Burns, Bogdan Nicolae
Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search. HiPC (2023)
Priyanka Sharma
High Performance and Energy Efficient Processor for Next Generation Data Centres: FUJITSU - MONAKA. HiPC (2023)
Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo
CAPIO: a Middleware for Transparent I/O Streaming in Data- Intensive Workflows. HiPC (2023)
Jake Choi, Jaejin Lee, Sunchul Jung, Heon Young Yeom
Hybrid CUDA Unified Memory Management in Fully Homomorphic Encryption Workloads. HiPC (2023)
Sirui Qi, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha
MOSAIC: A Multi-Objective Optimization Framework for Sustainable Datacenter Management. HiPC (2023)
Philip E. Davis, Jacob S. Merson, Pradeep Subedi, Lee F. Ricketson, Cameron W. Smith, Mark S. Shephard, Manish Parashar
Benesh: a Framework for Choreographic Coordination of In Situ Workflows. HiPC (2023)
Ullas A, Rupesh Nasre, R. Govindarajan
Reduce, Reuse, and Adapt: Accelerating Graph Processing on GPUs. HiPC (2023)
Zainul Abideen Sayed, Jaroslaw Zola
SCoOL - Scalable Common Optimization Library. HiPC (2023)
Gian Singh, Sanmukh R. Kuppannagari, Sarma B. K. Vrudhula
PARAG: PIM Architecture for Real-Time Acceleration of GCNs. HiPC (2023)
Kevin Assogba, Bogdan Nicolae, M. Mustafa Rafique
Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering. HiPC (2023)
Shuai Yang, Changyou Zhang, Ji Ma
DeltaSPARSE: High-Performance Sparse General Matrix-Matrix Multiplication on Multi-GPU Systems. HiPC (2023)
Vinícius Vitor dos Santos Dias, Samuel Ferraz, Aditya Vadlamani, Mahdi Erfanian, Carlos H. C. Teixeira, Dorgival O. Guedes, Wagner Meira Jr., Srinivasan Parthasarathy
Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing. HiPC (2023)
Anubhav Jana, Purushottam Kulkarni, Umesh Bellur
DAGit: A Platform For Enabling Serverless Applications. HiPC (2023)
Ajeya Bhat, Sai Manasa Chadalavada, Nagakishore Jammula, Chirag Jain, Yogesh Simmhan
A Lossless Compression Pipeline for Petabyte-Scale Whole Genome Sequencing Data. HiPC (2023)
Henk Dreuning, Kees Verstoep, Henri E. Bal, Rob V. van Nieuwpoort
CAPTURE: Memory-Centric Partitioning for Distributed DNN Training with Hybrid Parallelism. HiPC (2023)
Akshin Singh, Smruti R. Sarangi
JASS: A Tunable Checkpointing System for NVM-Based Systems. HiPC (2023)
Ankit Choudhary, S. K. Vaibhav Kodavati, B. Mythili, R. V. G. Anjaneyulu, Manju Sarma. M
FPGA Accelerated Bi-Cubic Convolution for Image Interpolation. HiPC (2023)
Mengtian Yang, Yipeng Wang, Jaydeep P. Kulkarni
3D eDRAM TensorCore Architecture for Large-scale Matrix Multiplication. HiPC (2023)
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
Fast Parallel Tensor Times Same Vector for Hypergraphs. HiPC (2023)
Lisheng Xie, Jianwei Xue, Liangshun Wu, Faquan Chen, Qingyang Tian, Yifan Zhou, Rendong Ying, Peilin Liu
SpikeNC: An Accurate and Scalable Simulator for Spiking Neural Network on Multi-Core Neuromorphic Hardware. HiPC (2023)
Arafath Nihar, Thomas G. Ciardi, Rounak Chawla, Olatunde Akanbi, Vipin Chaudhary, Yinghui Wu, Roger H. French
Accelerating Time to Science using CRADLE: A Framework for Materials Data Science. HiPC (2023)
Mohammad Zubair, Desh Ranjan, Aaron Walden, Gabriel Nastac, Eric J. Nielsen, Boris Diskin, Marc F. Paterno, Samuel Jung, Joshua Hoke Davis
Efficient GPU Implementation of Automatic Differentiation for Computational Fluid Dynamics. HiPC (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)
Shulei Xu, Goutham Kalikrishna Reddy Kuncham, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. D. K. Panda
Optimized All-to-All Connection Establishment for High-Performance MPI Libraries Over InfiniBand. HiPC (2023)
Sunita Sarawagi
Modern AI for Analyzing Large Structured Databases: Opportunities and Challenges. HiPC (2023)
Prashanthi S. K, Vinayaka Hegde, Keerthana Patchava, Ankita Das, Yogesh Simmhan
Performance Characterization of Containerized DNN Training and Inference on Edge Accelerators. HiPC (2023)
Satanu Maity, Mayank Goel, Manojit Ghose
Data Locality Aware Computation Offloading in Near Memory Processing Architecture for Big Data Applications. HiPC (2023)
Jiwoo Bang, Chungyong Kim, Eun-Kyu Byun, Hanul Sung, Jaehwan Lee, Hyeonsang Eom
Towards Enhanced I/O Performance of NVM File Systems. HiPC (2023)
Manish Parashar
Computing Everywhere, All at Once: Harnessing the Computing Continuum for Science. HiPC (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Fast Algorithms for Scientific Data Compression. HiPC (2023)
Shashank Khobragade, Santi Gopal Mondal, Kalyan Gunda
Multi-Streamed Metadata-Integrity Verification For Cloud Migration In Deduplication Systems. HiPC (2023)
Daegun Yoon, Sangyoon Oh
MiCRO: Near-Zero Cost Gradient Sparsification for Scaling and Accelerating Distributed DNN Training. HiPC (2023)
Mathialakan Thavappiragasam, Vivek Kale
CPU-GPU Tuning for Modern Scientific Applications using Node-Level Heterogeneity. HiPC (2023)
Zhihui Du, Oliver Alvarado Rodriguez, Fuhuan Li, Mohammad Dindoost, David A. Bader
Contour Algorithm for Connectivity. HiPC (2023)
Zhiyi Zhang, Pengfei Zhang, Zhuopin Xu, Qi Wang
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros. HiPC (2023)
Shaik Jani Basha, Sandani Shaik, Nazrinbanu Nagori, Veerendra Shetty
Mobile Gaming Experience: An Approach Based on Thread Scheduler & Thread Priority Manager. HiPC (2023)
Koushik Sen, Sathish Vadhiyar, P. N. Vinayachandran
Strategies for Fast I/O Throughput in Large-Scale Climate Modeling Applications. HiPC (2023)
30th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2023, Goa, India, December 18-21, 2023 HiPC (2023)
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello
Towards Efficient I/O Pipelines Using Accumulated Compression. HiPC (2023)
Pu Jiao, Sheng Di, Jinyang Liu, Xin Liang, Franck Cappello
Characterization and Detection of Artifacts for Error-Controlled Lossy Compressors. HiPC (2023)
Jan-Harm L. F. Betting, Chris I. De Zeeuw, Christos Strydis
Oikonomos-II: A Reinforcement-Learning, Resource-Recommendation System for Cloud HPC. HiPC (2023)
Bahareh Khabbazan, Marc Riera, Antonio González
DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference. HiPC (2023)
Hari Sharan, Mythili Vutukuru, Biswabandan Panda
DDIOSim: A Microarchitecture Simulator for Data Direct I/O Technology. HiPC (2023)
Vittal Setty
Addressing Exponential Scale Problems at Infosys. HiPC (2023)
Arham Khan, Sheng Di, Kai Zhao, Jinyang Liu, Kyle Chard, Ian T. Foster, Franck Cappello
SECRE: Surrogate-Based Error-Controlled Lossy Compression Ratio Estimation Framework. HiPC (2023)
Kyle Marino, Pengmiao Zhang, Viktor K. Prasanna
ME- ViT: A Single-Load Memory-Efficient FPGA Accelerator for Vision Transformers. HiPC (2023)
Shubhradeep Roy, Suvarthi Sarkar, Aryabartta Sahu
Profit Maximization Using Collaborative Storage Management in Multi-Tier Edge-Cloud System. HiPC (2023)

2021