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This book constitutes the refereed proceedings of the 16th International Symposium on Advanced Parallel Processing Technologies, APPT 2025, held in Athens, Greece, during July 13 16, 2025.
The 17 full papers and 10 short papers included in this book were carefully reviewed and selected from 74 submissions. They were organized in topical sections as follows: Chip and Accelerators, Memory and Storage, Cloud and Networking, Design for LLM and ML/AI, Big Data and Graph Processing, and Secure and Dependable System.
Inhaltsverzeichnis
.- Best Paper Candidates
.- DACO: Unlocking Latent Dataflow Opportunities in Edge-side SIMT Accelerators
.- ATLAS: Efficient Dynamic GNN System through Abstraction-Driven Incremental Execution
.- Segmentation-Aware Optimization of Collective for Waferscale Chips
.- Area-Efficient Automated Logic Design with Monte-Carlo Tree Search
.- Chip and Accelerators
.- NFMap: Node Fusion Optimization for Efficient CGRA Mapping with Reinforcement Learning
.- A Unified Synthesis Framework for Dataflow Accelerators through Multi-Level Software and Hardware Intermediate Representations
.- Defect-aware Task Scheduling and Mapping for Redundancy-Enhanced Spatial Accelerators
.- Irregular Sparsity-Enabled Search-In-Memory Engine for Accelerating Spiking Neural Networks
.- Memory and Storage
.- QRAMsim: Efficiently Simulating, Analyzing, and Optimizing Large-scale Quantum Random Access Memory
.- CeDMA: Enhancing Memory Efficiency of Heterogeneous Accelerator Systems Through Central DMA Controlling
.- PAMM: Adaptive Memory Management for CXL-/UB-Based Heterogeneous Memory Pooling Systems
.- STAMP: Accelerating Second-order DNN Training Via ReRAM-based Processing-in-Memory Architecture
.- Cloud and Networking
.- Cochain: Architectural Support Mechanism for Blockchain-based Task Scheduling
.- DyQNet: Optimizing Dynamic Entanglement Routing with Online Request in Quantum Network
.- Veyth: Adaptive Container Placement for Optimizing Cross-Serv
Zusammenfassung
This book constitutes the refereed proceedings of the 16th International Symposium on Advanced Parallel Processing Technologies, APPT 2025, held in Athens, Greece, during July 13–16, 2025.
The 17 full papers and 10 short papers included in this book were carefully reviewed and selected from 74 submissions. They were organized in topical sections as follows: Chip and Accelerators, Memory and Storage, Cloud and Networking, Design for LLM and ML/AI, Big Data and Graph Processing, and Secure and Dependable System.
