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ICPP 2024: Gotland, SwedenA
- Proceedings of the 53rd International Conference on Parallel Processing, ICPP 2024, Gotland, Sweden, August 12-15, 2024. ACM 2024, ISBN 979-8-4007-1793-2
Algorithm Optimization
- Wojciech Kwedlo
:
Parallel Iterative Mistake Minimization (IMM) clustering algorithm for shared-memory systems. 1-10 - Subhajit Sahu
Fast Leiden Algorithm for Community Detection in Shared Memory Setting. 11-20 - Xianglin Wang
Parallel Optimization for Accelerating the Generation of Correctly Rounded Elementary Functions. 21-31 - Abhishek V. N. Taraka Josyula
Optimizing a Super-Fast Eigensolver for Hierarchically Semiseparable Matrices. 32-41
Best Paper Finalists
- Donney Fan
Online Non-preemptive Multi-Resource Scheduling for Weighted Completion Time on Multiple Machines. 42-51 - Yi Zong
FP16 Acceleration in Structured Multigrid Preconditioner for Real-World Applications. 52-62 - Kan Zhong
DPC: DPU-accelerated High-Performance File System Client. 63-72
Co-design
- Sonia Rani Gupta
Co-Design of Convolutional Algorithms and Long Vector RISC-V Processors for Efficient CNN Model Serving. 73-83 - Quentin Anthony
The Case for Co-Designing Model Architectures with Hardware. 84-96 - Qifeng Pan
Improving efficiency of Monte Carlo method via code intrinsic framework. 97-106 - Yongseok Soh
Accelerated Constrained Sparse Tensor Factorization on Massively Parallel Architectures. 107-116
Communication and Networks
- Ujjaini Mukhopadhyay
Sparsity-Aware Communication for Distributed Graph Neural Network Training. 117-126 - Jing Xu
FNCC: Fast Notification Congestion Control in Data Center Networks. 127-137 - Wen Xu
Distributed Minimax Fair Optimization over Hierarchical Networks. 138-147
Communication and Scalability
- Jing Peng
Sparse Gradient Communication with AlltoAll for Accelerating Distributed Deep Learning. 148-157 - Xinbiao Gan
SuperCSR: A Space-Time-Efficient CSR Representation for Large-scale Graph Applications on Supercomputers. 158-167 - Tim Beringer
Dissecting Convolutional Neural Networks for Runtime and Scalability Prediction. 168-178
GPU Memory
- Jiajian Zhang
SyncMalloc: A Synchronized Host-Device Co-Management System for GPU Dynamic Memory Allocation across All Scales. 179-188 - Abdun Nihaal
Selective Memory Compression for GPU Memory Oversubscription Management. 189-198 - Gabin Schieffer
Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper. 199-209
In-situ Workflow
- Jiahui Liu
In-Situ Binary Segmentation of 3D time-dependent Flows into Laminar and Turbulent Regions. 210-219 - Dewi Yokelson
Enabling Performance Observability for Heterogeneous HPC Workflows with SOMA. 220-230 - Jaime Cernuda
HStream: A hierarchical data streaming engine for high-throughput scientific applications. 231-240
Parallel Algorithm
- Jialin Li
High-Performance 3D convolution on the Latest Generation Sunway Processor. 241-251 - Gaurav Bhardwaj
Kanva: A Lock-free Learned Search Data Structure. 252-261 - Haopeng Huang
BoostN: Optimizing Imbalanced Neighborhood Communication on Homogeneous Many-Core System. 262-272
Parallel Language
- Buddhi Ashan Mallika Kankanamalage
Extending Segment Tree for Polygon Clipping and Parallelizing using OpenMP and OpenACC Directives. 273-283 - Ruben Laso
Exploring Scalability in C++ Parallel STL Implementations. 284-293 - Zaman Lantra
OP-PIC - an Unstructured-Mesh Particle-in-Cell DSL for Developing Nuclear Fusion Simulations. 294-304
Scheduling Cloud
- Svetlana Kulagina
Mapping Large Memory-constrained Workflows onto Heterogeneous Platforms✱. 305-316 - Liang Zhang
The Blind and the Elephant: A Preference-aware Edge Video Analytics Scheduler for Maximizing System Benefit. 317-326 - Tomasz Kanas
Diminishing cold starts in serverless computing with approximation algorithms. 327-336 - Jiawei Huang
Achieving Efficient Scheduling based on Accurate Measurement of Small Flows in Data Center. 337-346 - Huadong Li
Thawbringer: An Orchestrator to Mitigate Cascading Cold Starts of Serverless Function Chains. 347-356 - Ying Zheng
Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks. 357-366 - Xin Tan
Arlo: Serving Transformer-based Language Models with Dynamic Input Lengths. 367-376
Scientific Simulations
- Yaqian Gao
Large-scale Phase-Field Simulations for Solid-Solid Phase Transformations involving Elastic Energy. 377-387 - Shui Jiang
FlatDD: A High-Performance Quantum Circuit Simulator using Decision Diagram and Flat Array. 388-399 - Yi Zhang, Ziyu Zhang, Yang Zhao, Junshi Chen, Hong An, Zhanming Wang, Longkui Chen:
Multi-level Load Balancing Strategies for Massively Parallel Smoothed Particle Hydrodynamics Simulation. 400-410 - Ran Zhao
A Motion Trace Decomposition-based overset grid method for parallel CFD simulations with moving boundaries. 411-420
Distributed Systems
- Conor James Green
NetSmith: An Optimization Framework for Machine-Discovered Network Topologies. 421-432 - Chen Chen
A Distributed Framework for Subgraph Isomorphism Leveraging CPU and GPU Heterogeneous Computing. 433-442 - Jinbin Hu
AutoPipe: Automatic Configuration of Pipeline Parallelism in Shared GPU Cluster. 443-452 - Ruisong Zhou
HyperDB: a Novel Key Value Store for Reducing Background Traffic in Heterogeneous SSD Storage. 453-463
Federated Learning
- Fuyuan Xia
ChronusFed: Reinforcement-Based Adaptive Partial Training for Heterogeneous Federated Learning. 464-473 - Md Sirajul Islam
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. 474-483 - Jiangshan Hao
HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning. 484-493 - Na Lv
FedCA: Efficient Federated Learning with Client Autonomy. 494-503
GPU Cluster Optimization
- Bowen Zhang
MIGER: Integrating Multi-Instance GPU and Multi-Process Service for Deep Learning Clusters. 504-513 - Fei Yang
Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment. 514-523 - Bowen Yuchi
SPHINX: Search Space-Pruning Heterogeneous Task Scheduling for Deep Neural Networks. 524-533
Graph on GPU
- Chenle Yu
Enhancing Heterogeneous Computing Through OpenMP and GPU Graph. 534-543 - Shinnung Jeong
CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU. 544-554 - Chen Zhao
SpeedCore: Space-efficient and Dependency-aware GPU Parallel Framework for Core Decomposition. 555-564 - Chih-Chun Chang
GSAP: A GPU-Accelerated Stochastic Graph Partitioner. 565-575 - Mahesh Lakshminarasimhan
BrickDL: Graph-Level Optimizations for DNNs with Fine-Grained Data Blocking on GPUs. 576-586 - Mithinti Srikanth
GPU Algorithms for Fastest Path Problem in Temporal Graphs. 587-596
Memory and Storage
- Wenda Tang
Yggdrasil: Reducing Network I/O Tax with (CXL-Based) Distributed Shared Memory. 597-606 - Ziwei Xiong
DiStore: A Fully Memory Disaggregation Friendly Key-Value Store with Improved Tail Latency and Space Efficiency. 607-617 - Liuying Ma
zQoS: Unleashing full performance capabilities of NVMe SSDs while enforcing SLOs in distributed storage systems. 618-628
Memory Optimization
- Stavroula Zouzoula
Scratchpad Memory Management for Deep Learning Accelerators. 629-639 - Jihu Guo
CAMLB-SpMV: An Efficient Cache-Aware Memory Load-Balancing SpMV on CPU. 640-649 - Qisheng Jiang
GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training. 650-659 - XinYu Piao
GMM: An Efficient GPU Memory Management-based Model Serving System for Multiple DNN Inference Models. 660-668
Performance Optimization
- Kaveh Mahdavi
A Hybrid Machine Learning Method for Cross-Platform Performance Prediction of Parallel Applications. 669-678 - Fugeng Zhu
Optimizing Stencil Computation on Multi-core DSPs. 679-690 - Ricardo Jesus
Evaluating and optimising compiler code generation for NVIDIA Grace. 691-700
Resource Allocation
- Yingwen Chen
DeInfer: A GPU resource allocation algorithm with spatial sharing for near-deterministic inferring tasks. 701-711 - Jiazhen Zhu
PheCon: Fine-Grained VM Consolidation with Nimble Resource Defragmentation in Public Cloud Platforms. 712-721 - Dingyu Yang
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. 722-731
Scheduling Cloud
- Siyuan Chen
FlexSP: (1 + β)-Choice based Flexible Stream Partitioning for Stateful Operators. 732-741 - Wen Gao
Parallel Task Scheduling in Autonomous Robotic Systems: An Event-Driven Multimodal Prediction Approach. 742-751 - Bin Gao
IMI: In-memory Multi-job Inference Acceleration for Large Language Models. 752-761
Scheduling Edge
- Bei Ouyang
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. 762-771 - Huadong Li
RIA: Return on Investment Auto-scaler for Serverless Edge Functions. 772-781 - Yan Zhuang
Nebula: An Edge-Cloud Collaborative Learning Framework for Dynamic Edge Environments. 782-791 - Jieyu Lin
Murmuration: On-the-fly DNN Adaptation for SLO-Aware Distributed Inference in Dynamic Edge Environments. 792-801
Tools
- Praseetha M
Cache Line Pinning for Mitigating Row Hammer Attack. 802-811 - Jie Ye
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models. 812-821 - Siyu Wu
PRoof: A Comprehensive Hierarchical Profiling Framework for Deep Neural Networks with Roofline Analysis. 822-832 - Simon Schwitanski
RMASanitizer: Generalized Runtime Detection of Data Races in Remote Memory Access Applications. 833-844
Compression
- Tri Nguyen
Significantly Improving Fixed-Ratio Compression Framework for Resource-limited Applications. 845-855 - André Weißenberger
Massively Parallel Inverse Block-sorting Transforms for bzip2 Decompression on GPUs. 856-865 - Zichen Tang
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. 866-875
Configurable Hardware
- Kyle Zhao Bin Chen
RoDMap: A Reserve-on-Demand Mapper for Spatially-Configured Coarse-Grained Reconfigurable Arrays. 876-886 - Jie Cheng
Hardware Acceleration of Minimap2 Genomic Sequence Alignment Algorithm. 887-897 - Weilin Zhu
LpaqHP: A High-Performance FPGA Accelerator for LPAQ Compression. 898-907
Distributed Memory
- Piyush Sao
PANDORA: A Parallel Dendrogram Construction Algorithm for Single Linkage Clustering on GPU. 908-918 - Yifan Li
High-Performance Sorting-Based K-mer Counting in Distributed Memory with Flexible Hybrid Parallelism. 919-928 - Rui Zhang
Revisiting Learned Index with Byte-addressable Persistent Storage. 929-938
Energy-aware Computing
- Hanfei Geng, Yi Sun, Yuanzhe Li, Jichao Leng, Xiangyu Zhu, Xianyuan Zhan, Yuanchun Li, Feng Zhao, Yunxin Liu:
TESLA: Thermally Safe, Load-Aware, and Energy-Efficient Cooling Control System for Data Centers. 939-949 - Hanlong Liao
Rethinking Low-Carbon Edge Computing System Design with Renewable Energy Sharing. 950-960 - Tiago Da Silva Barros
Scheduling Machine Learning Compressible Inference Tasks with Limited Energy Budget. 961-970
Federated Learning
- Haoyu Chen
Gradient Free Personalized Federated Learning. 971-980 - Yinlong Li
Federated Edge Learning with Blurred or Pseudo Data Sharing. 981-990 - Dezhong Yao
Rethinking Personalized Federated Learning from Knowledge Perspective. 991-1000
GPU Optimization
- Xu Zhang
AdCoalescer: An Adaptive Coalescer to Reduce the Inter-Module Traffic in MCM-GPUs. 1001-1011 - Jaebeom Jeon
VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing. 1012-1021 - Qianchao Zhu
FreeStencil: A Fine-Grained Solver Compiler with Graph and Kernel Optimizations on Structured Meshes for Modern GPUs. 1022-1031
Memory-centric Computing
- Pingdan Xiao
CIM-KF: Efficient Computing-in-memory Circuits for Full-Process Execution of Kalman Filter Algorithm. 1032-1041 - Mohammad Sabri Abrebekoh
ReDy: A Novel ReRAM-centric Dynamic Quantization Approach for Energy-efficient CNNs. 1042-1051 - Tong Wu
AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. 1052-1061 - Meven Mognol
Parallelization of the Banded Needleman & Wunsch Algorithm on UPMEM PiM Architecture for Long DNA Sequence Alignment. 1062-1071
Simulations on GPU
- Zhiyi Zhang
Im2col-Winograd: An Efficient and Flexible Fused-Winograd Convolution for NHWC Format on GPUs. 1072-1081 - Taisuke Boku
Improving Performance on Replica-Exchange Molecular Dynamics Simulations by Optimizing GPU Core Utilization. 1082-1091 - Fazeleh S. Kazemian
High-Performance, Accurate Large-Scale Quantum Chemistry Calculations on GPU Supercomputers using Coulomb-Perturbed Fragmentation. 1092-1102 - Runfeng Jin
PASCI : A Scalable Framework for Heterogeneous Parallel Calculation of Dynamical Electron Correlation. 1103-1113
Sparse Tensor
- Seungbin Song
TeMCO: Tensor Memory Compiler Optimization across Tensor Decompositions in Deep Learning Inference. 1114-1123 - Kaige Zhang
Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core. 1124-1134 - YuAng Chen
Bitmap-Based Sparse Matrix-Vector Multiplication with Tensor Cores. 1135-1144
SpMV
- Deshun Bi
Optimizing SpMV on Heterogeneous Multi-Core DSPs through Improved Locality and Vectorization. 1145-1155 - Zhong Zheng
DB-SpGEMM: A Massively Distributed Block-Sparse Matrix-Matrix Multiplication for Linear-Scaling DFT Calculations. 1156-1165 - Chuhe Hong
SaSpGEMM: Sorting-Avoiding Sparse General Matrix-Matrix Multiplication on Multi-Core Processors. 1166-1175 - Haotian Mo
Detailed Analysis and Optimization of Irregular-Shaped Matrix Multiplication on Multi-Core DSPs. 1176-1186
Storage
- Junhyeok Park
BandSlim: A Novel Bandwidth and Space-Efficient KV-SSD with an Escape-from-Block Approach. 1187-1196 - Guantian Lin
Designing Non-uniform Locally Repairable Codes for Wide Stripes under Skewed File Accesses. 1197-1206 - Piao Hu
HMT: A Hybrid Mitigating and Transferring Approach on I/O Throughput Degradation for Erasure Coded Storage Systems. 1207-1216 - Renping Liu
Hi-ZNS: High Space Efficiency and Zero-Copy LSM-Tree Based Stores on ZNS SSDs. 1217-1226 - Jiawei Huang
Achieving High Efficiency for Datacenter Multicast using Skewed Bloom Filter. 1227-1236 - Shucheng Wang
SIndex: An SSD-based Large-scale Indexing with Deterministic Latency for Cloud Block Storage. 1237-1246 - Jiawei Huang
Coupling Congestion Control and Flow Pausing in Data Center Network. 1247-1256
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