ARC-V: Vertical Resource Adaptivity for HPC Workloads in Containerized Environments (abstract)

An Autonomy Loop for Dynamic HPC Job Time Limit Adjustment (abstract)

Enabling Elasticity in Scientific Workflows for High Performance Computing Systems (abstract)

WAPA: A Workload-Agnostic CPI-Based Thread-to-Core Allocation Policy (abstract)

FDHA: Fusion-Driven Heterogeneous Accelerator for Efficient Diffusion Model Inference (abstract)

CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA (abstract)

SkipNZ: Non-Zero Value Skipping for Efficient CNN Acceleration (abstract)

BATCH-DNN: Adaptive and Dynamic Batching for Multi-DNN Accelerators (abstract)

NetSenseML: Network-Adaptive Compression for Efficient Distributed Machine Learning (abstract)

Breaking the I/O Barrier: 1.2 Tb/s Ethernet Packet Processing on a GPU (abstract)

GECKO: A Write-optimized Hybrid Index based on Disaggregated Memory (abstract)

Scalable OpenMP Remote Offloading via Asynchronous MPI and Coroutine-Driven Communication (abstract)

Making MPI Collective Operations Visible: Understanding Their Utility and Algorithmic Insights (abstract)

TSim4CXL: Trace-driven Simulation Framework for CXL-based High-Performance Computing Systems (abstract)

THAPI: Tracing Heterogeneous APIs (abstract)

SQ-DeAR: Sparsified and Quantized Gradient Compression for Distributed Training (abstract)

Accelerating Independent Multi-Agent Reinforcement Learning on Multi-GPU Platforms (abstract)

ScheInfer: Efficient Inference of Large Language Models with Task Scheduling on Moderate GPUs. (abstract)

HAS-GPU: Efficient Hybrid Auto-scaling with Fine-grained GPU Allocation for SLO-aware Serverless Inferences (abstract)

CGP-Graphless: Towards Efficient Serverless Graph Processing via CPU-GPU Pipelined Collaboration (abstract)

Design and Operation of Elastic GPU-pooling on Campus (abstract)

ServerlessRec: Fast Serverless Inference for Embedding-based Recommender Systems with Disaggregated Memory (abstract)

SProBench: Stream Processing Benchmark for High Performance Computing Infrastructure (abstract)

SWBWA: A Highly Efficient NGS Aligner on the New Sunway Architecture (abstract)

Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster (abstract)

Noise injection for performance bottleneck analysis (abstract)

Approximation Bounds for SLACK on Identical Parallel Machines (abstract)

SimPoint+: More Stable, Accurate and Efficient Program Analysis (abstract)

AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPUs for LLM Inference (abstract)

Wedge-Parallel Triangle Counting for GPUs (abstract)

External GPU Biconnected Components (abstract)

CoSF: A Co-Optimization Framework for Operator Splitting and Fusion (abstract)

Scalable Code Generation for RTL Simulation of Deep Learning Accelerators with MLIR (abstract)

Scheduling Task and Data Parallelism in Array Languages with Work Assisting (abstract)

Polymorphic Higher-Order GPU Kernels (abstract)

Saving Memory via Residual Reduction for DNN Training with Compressed Communication (abstract)

Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD (abstract)

Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability (abstract)

Tutoring LLM into a Better CUDA Optimizer (abstract)

ParTEE:A Framework for Secure Parallel Computing of RISC-V TEEs (abstract)

ARM SVE Unleashed: Performance and Insights Across HPC Applications on Nvidia Grace (abstract)

CSGC: Collaborative File System Garbage Collection with Computational Storage (abstract)

SONet: Towards Practical Online Neural Network for Enhancing Hard-To-Predict Branches (abstract)

CacheC: LLM-based GPU Cache Management to Enhance Kernel Concurrency (abstract)

Cocache: An Accurate And Low-overhead Dynamic Caching Method for GNNs (abstract)

DCI: An Efficient Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System (abstract)

ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-based Neuromorphic Processors (abstract)

MPLS: Stacking Diverse Layers into One Model for Decentralized Federated Learning (abstract)

Federated Learning within Global Energy Budget over Heterogeneous Edge Accelerators (abstract)

Auction-based Placement of Functions in the Fog at Scale (abstract)

Bifröst: Peer-to-peer Load-balancing for Function Execution in Agentic AI Systems (abstract)

TopServe: Task-Operator Co-Scheduling for Efficient Multi-DNN Inference Serving on GPUs (abstract)

EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse (abstract)

2:4 Pruning on Edge Devices: Performance, Energy Efficiency and Accuracy (abstract)

Light-DiT: An Importance-Aware Dynamic Compression Framework for Diffusion Transformers (abstract)

DynoInfer: Adaptive Resource Orchestration for LLM Inference on Resource-Constrained PCs (abstract)

Container Workload Prediction Using Deep Domain Adaptation in Transfer Learning (abstract)

KarmaPM: Reward-Driven Power Manager (abstract)

A Sparsity Predicting Approach for General Large Language Models via Activation Pattern Clustering (abstract)

DiffNO: Neural Operator Learning using Physically Structured Constrained Diffusion Model (abstract)

Scalable Compression of Massive Data Collections on HPC Systems (abstract)

On-Device Federated Learning for Remote Alpine Livestock Monitoring (abstract)

IAUG: Accelerating Augmentation with Importance Sampling in Deep Neural Network Training (abstract)

Cache Management for Mixture-of-Experts LLMs (abstract)

Near-optimal contraction strategies for the scalar product in the tensor-train format (abstract)

Supervised Distributed Computing (abstract)

Partial Detectors Versus Replication To Cope With Silent Errors (abstract)

Uniform Dense Blocking for Efficient Sparse LU Factorization in First-principles Materials Simulation (abstract)

Efficient Task Graph Scheduling for Parallel QR Factorization in SLSQP (abstract)

ScaleRunner: A Fast MPI-based Random Walk Engine for Multi-CPU Systems (abstract)

Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism (abstract)

Priority-BF: a Task Manager for Priority-Based Scheduling (abstract)

Green Scheduling on the Edge (abstract)

Byzantine-Tolerant Consensus in GPU-Inspired Shared Memory (abstract)

Partitioning In-Place on Massively Parallel Systems (abstract)

Disaggregated Design for GPU-Based Volumetric Data Structures (abstract)

Quantum Delta Encoding: Optimizing Data Storage on Quantum Computers with Resource Efficiency (abstract)

SimPart: A Simple Yet Effective Replication-aided Partitioning Algorithm for Logic Simulation on GPU (abstract)