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33rd HPDC 2024: Pisa, Italy
- Patrizio Dazzi, Gabriele Mencagli, David K. Lowenthal, Rosa M. Badia:
Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2024, Pisa, Italy, June 3-7, 2024. ACM 2024, ISBN 979-8-4007-0413-0 - Lixian Ma
, Haoruo Chen
ElasticRoom: Multi-Tenant DNN Inference Engine via Co-design with Resource-constrained Compilation and Strong Priority Scheduling. 1-14 - Yidong Gong
GNNOne: A Unified System Optimizations for GNN Kernels. 15-27 - Prithwish Basu
Efficient all-to-all Collective Communication Schedules for Direct-connect Topologies. 28-41 - Xinning Hui
ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs. 42-55 - Zichao Yang
ETS: Deep Learning Training Iteration Time Prediction based on Execution Trace Sliding Window. 56-68 - Juneseo Chang
IDT: Intelligent Data Placement for Multi-tiered Main Memory with Reinforcement Learning. 69-82 - Anh Tran
FPBOXer: Efficient Input-Generation for Targeting Floating-Point Exceptions in GPU Programs. 83-93 - Marcin Copik
FaaSKeeper: Learning from Building Serverless Services with ZooKeeper as an Example. 94-108 - Milan Shah
A Portable, Fast, DCT-based Compressor for AI Accelerators. 109-121 - Thanh Son Phung
Accelerating Function-Centric Applications by Discovering, Distributing, and Retaining Reusable Context in Workflow Systems. 122-134 - Zhangqiang Ming
ADTopk: All-Dimension Top-k Compression for High-Performance Data-Parallel DNN Training. 135-147 - Robert Underwood
EvoStore: Towards Scalable Storage of Evolving Learning Models. 148-159 - Lei Xu
HAM-SpMSpV: an Optimized Parallel Algorithm for Masked Sparse Matrix-Sparse Vector Multiplications on multi-core CPUs. 160-173 - Yongshu Bai
Faast: An Efficient Serverless Framework Made Snapshot-based Function Response Fast. 174-185 - Antonios Katsarakis
DLHT: A Non-blocking Resizable Hashtable with Fast Deletes and Memory-awareness. 186-199 - Sergi Laut
Extending Sparse Patterns to Improve Inverse Preconditioning on GPU Architectures. 200-213 - Christos Katsakioris
FaaSRail: Employing Real Workloads to Generate Representative Load for Serverless Research. 214-226 - Avinash Maurya
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. 227-239 - Isaac Boixaderas
Reinforcement Learning-based Adaptive Mitigation of Uncorrected DRAM Errors in the Field. 240-252 - Sunyeol Hwang
FASOP: Fast yet Accurate Automated Search for Optimal Parallelization of Transformers on Heterogeneous GPU Clusters. 253-266 - Sohaib Ahmad
Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling. 267-280 - Daniel Nichols
Can Large Language Models Write Parallel Code? 281-294 - Mansub Song
ScaleDFS: Accelerating Decentralized and Private File Sharing via Scaling Directed Acyclic Graph Processing. 295-308 - Shihui Song
CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2. 309-321 - Kirtus G. Leyba
SIMCoV-GPU: Accelerating an Agent-Based Model for Exascale. 322-333 - Piotr Luczynski
Near-Optimal Wafer-Scale Reduce. 334-347 - Claudio Cicconetti
A Practical Introduction to Quantum Computing and Networking. 348-349 - Carlo Mastroianni
Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures. 350-351 - Domenico Talia
Programming Tools for High-Performance Data Analysis. 352-355 - Engin Zeydan
Network Management and Orchestration with Data Engineering: A Practical Guide. 356-357 - Marta Jaros
k-Dispatch: Enabling Cost-Optimized Biomedical Workflow Offloading. 358-360 - Ondrej Olsak
Techniques for Efficient Fourier Transform Computation in Ultrasound Simulations. 361-363 - Youngwoo Jang
K-RAF: A Kubernetes-based Resource Augmentation Framework for Edge Devices. 364-366 - Travis Higgins
Swarm Storm: An Automated Chaos Tool for Docker Swarm Applications. 367-369 - Jirí Jaros
Acceleration of Ultrasound Neurostimulation Using Mixed-Precision Arithmetic. 370-372 - Sungsoo Kim
Constrained Approximate Query Processing with Error and Response Time-Bound Guarantees for Efficient Big Data Analytics. 373-376 - Achilleas Tzenetopoulos
Seamless HW-accelerated AI serving in heterogeneous MEC Systems with AI@EDGE. 377-380 - Valerio De Caro
TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview. 381-384 - Aristotelis Kretsis
EMPYREAN: Trustworthy, Cognitive and AI-driven Collaborative Associations of IoT Devices and Edge Resources for Data Processing. 385-388 - Nikolaos Tampouratzis
Fast, Accurate and Distributed Simulation of novel HPC systems incorporating ARM and RISC-V CPUs. 389-392 - Claudio Cicconetti
EDGELESS: A Software Architecture for Stateful FaaS at the Edge. 393-396 - Jacopo Massa
Towards a Comprehensive Approach to Resource and Conflict Management in Cloud-Edge Settings. 397-400 - Edoardo Tinto
A runtime infrastructure for the Continuum of Computing. 401-404 - Mbasa Joaquim Molo
Trade-off Analysis between Knowledge Distillation and Federated Learning in Distributed Edge System. 405-408 - Adeel Aslam
Efficient Stream Join Processing: Novel Approaches and Challenges. 409-412 - Shaohan Huang
Semantic-Aware Log Understanding and Analysis. 413-416 - Federica Montesano
Full-Stack Revision of Memory and Data Management in PDES on Multi-Core Machines. 417-420
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