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32nd HPDC 2023: Minneapolis, MN, USA

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Ali Raza Butt, Ningfang Mi, Kyle Chard:
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2023, Orlando, FL, USA, June 16-23, 2023. ACM 2023

HPDC Achievement Award

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  - conf/hpdc/Parashar23
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Manish Parashar:
Computing Everywhere, All at Once: Harnessing the Computing Continuum for Science. 1

Session: Machine Learning and HPC

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  - conf/hpdc/LiSGT23
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Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari:
Kairos: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources. 3-16
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Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng:
Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism. 17-30
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Wenqian Dong, Gokcen Kestor, Dong Li:
Auto-HPCnet: An Automatic Framework to Build Neural Network-based Surrogate for High-Performance Computing Applications. 31-44
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  - conf/hpdc/DuttaATCSJ23
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Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Eduardo César, Anna Sikora, Ali Jannesari:
Performance Optimization using Multimodal Modeling and Heterogeneous GNN. 45-57

Session: Fault Tolerance, Reliability, and Availability

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Xinyi Li, Ignacio Laguna, Bo Fang, Katarzyna Swirydowicz, Ang Li, Ganesh Gopalakrishnan:
Design and Evaluation of GPU-FPX: A Low-Overhead tool for Floating-Point Exception Detection in NVIDIA GPUs. 59-71
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Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae:
GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. 73-85
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Lipeng Wan, Jieyang Chen, Xin Liang, Ana Gainaru, Qian Gong, Qing Liu, Ben Whitney, Joy Arulraj, Zhengchun Liu, Ian T. Foster, Scott Klasky:
RAPIDS: Reconciling Availability, Accuracy, and Performance in Managing Geo-Distributed Scientific Data. 87-100

Session: Algorithms and Accelerators

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Valentin Le Fèvre, Marc Casas:
Efficient Execution of SpGEMM on Long Vector Architectures. 101-113
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Genshen Chu, Yuanjie He, Lingyu Dong, Zhezhao Ding, Dandan Chen, He Bai, Xuesong Wang, Changjun Hu:
Efficient Algorithm Design of Optimizing SpMV on GPU. 115-128
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Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Yunhe Feng, Xin Liang, Dingwen Tao, Franck Cappello:
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs. 129-142

Session: Data, I/O, and Memory Management

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Ruicheng Liu, Peiquan Jin, Xiaoliang Wang, Yongping Luo, Zhaole Chu, Yigui Yuan:
Closing the Performance Gap between Leveling and Tiering Compaction via Bundle Compaction. 143-154
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Bin Dong, Jean Luca Bez, Suren Byna:
AIIO: Using Artificial Intelligence for Job-Level and Automatic I/O Performance Bottleneck Diagnosis. 155-167
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Junxian Zhao, Xiaobo Zhou, Sang-Yoon Chang, Chengzhong Xu:
Let It Go: Relieving Garbage Collection Pain for Latency Critical Applications in Golang. 169-180

Session: Serverless Computing

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Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park:
Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. 181-194
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  - conf/hpdc/GiantsidiGTDB23
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Dimitra Giantsidi, Emmanouil Giortamis, Nathaniel Tornow, Florin Dinu, Pramod Bhatotia:
FlexLog: A Shared Log for Stateful Serverless Computing. 195-209
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Rohan Basu Roy, Tirthak Patel, Richmond Liew, Yadu Nand Babuji, Ryan Chard, Devesh Tiwari:
ProPack: Executing Concurrent Serverless Functions Faster and Cheaper. 211-224

Session: Graphs and Scheduling

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Tiziano De Matteis, Lukas Gianinazzi, Johannes de Fine Licht, Torsten Hoefler:
Streaming Task Graph Scheduling for Dataflow Architectures. 225-237
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Scott Sallinen, Juntong Luo, Matei Ripeanu:
Real-Time PageRank on Dynamic Graphs. 239-251

Session: Open Source Tools and Data

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  - conf/hpdc/Movsowitz-Davidow23
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Danielle Movsowitz-Davidow, Orna Agmon Ben-Yehuda, Orr Dunkelman:
Deconstructing Alibaba Cloud's Preemptible Instance Pricing. 253-265
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Alexander Fuerst, Abdul Rehman, Prateek Sharma:
Ilúvatar: A Fast Control Plane for Serverless Computing. 267-280
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Stephanie Brink, Michael McKinsey, David Böhme, Connor Scully-Allison, Ian Lumsden, W. Daryl Hawkins, Treece Burgess, Vanessa Lama, Jakob Lüttgau, Katherine E. Isaacs, Michela Taufer, Olga Pearce:
Thicket: Seeing the Performance Experiment Forest for the Individual Run Trees. 281-293
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Maximilian Knespel, Holger Brunst:
Rapidgzip: Parallel Decompression and Seeking in Gzip Files Using Cache Prefetching. 295-307

Poster Session

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Jaiaid Mobin, Avinash Maurya, M. Mustafa Rafique:
COLTI: Towards Concurrent and Co-located DNN Training and Inference. 309-310
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Camila Roa, Paula Olaya, Ricardo M. Llamas, Rodrigo Vargas, Michela Taufer:
GEOtiled: A Scalable Workflow for Generating Large Datasets of High-Resolution Terrain Parameters. 311-312
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Qingsheng Zhang, Chen Liang:
Distributed Logical Timestamp Allocation for DBMS Concurrency Control on Many-core Machines. 313-314
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Chris Egersdoerfer, Di Zhang, Dong Dai:
Early Exploration of Using ChatGPT for Log-based Anomaly Detection on Parallel File Systems Logs. 315-316
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Linsheng He, Jiamiao Zhao, Fei Hu:
Distributed Multi-agent Reinforcement Learning for Directional UAV Network Control. 317-318
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Manoj Pravakar Saha, Bryan S. Kim, Haryadi S. Gunawi, Janki Bhimani:
RHIK: Re-configurable Hash-based Indexing for KVSSD. 319-320
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  - conf/hpdc/MarufCGSBR23
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Adnan Maruf, Daniel Carlson, Ashikee Ghosh, Manoj Pravakar Saha, Janki Bhimani, Raju Rangaswami:
Allocation Policies Matter for Hybrid Memory Systems. 321-322
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Shixun Wu, Yujia Zhai, Jiajun Huang, Zizhe Jian, Zizhong Chen:
FT-GEMM: A Fault Tolerant High Performance GEMM Implementation on x86 CPUs. 323-324
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Jakob Lüttgau, Heberth F. Martinez, Glenn Tarcea, Giorgio Scorzelli, Valerio Pascucci, Michela Taufer:
Studying Latency and Throughput Constraints for Geo-Distributed Data in the National Science Data Fabric. 325-326
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Manoj Pravakar Saha, Omkar Desai, Bryan S. Kim, Janki Bhimani:
Leveraging Keys In Key-Value SSD for Production Workloads. 327-328
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Zhuo Tian, Shuai Yang, Changyou Zhang:
Accelerating Sparse General Matrix-Matrix Multiplication for NVIDIA Volta GPU and Hygon DCU. 329-330
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  - conf/hpdc/SimonettiTT23
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David Simonetti, Ben Tovar, Douglas Thain:
Mixed Modality Workflows in TaskVine. 331-332
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Jiajun Huang, Kaiming Ouyang, Yujia Zhai, Jinyang Liu, Min Si, Ken Raffenetti, Hui Zhou, Atsushi Hori, Zizhong Chen, Yanfei Guo, Rajeev Thakur:
Accelerating MPI Collectives with Process-in-Process-based Multi-object Techniques. 333-334
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Chen Tang, Zhaole Chu, Peiquan Jin, Yongping Luo, Kuankuan Guo:
HM2: Efficient Host Memory Management for RDMA-Enabled Distributed Systems. 335-336

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