cloud

Documents about cloud

• EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices#5937arXiv CS
• Watt Counts: Energy-Aware Benchmark for Sustainable LLM Inference on Heterogeneous GPU Architectures#5938arXiv CS
• Finding Nemo-Nemo: CFT DAG-based Consensus in the WAN#5939arXiv CS
• Sensor Placement for Tsunami Early Warning via Large-Scale Bayesian Optimal Experimental Design#5940arXiv CS
• Fine-Grained Power and Energy Attribution on AMD GPU/APU-Based Exascale Nodes#5941arXiv CS
• ALTO: Adaptive LoRA Tuning and Orchestration for Heterogeneous LoRA Training Workloads#5942arXiv CS
• Nanvix: A Multikernel OS Design for High-Density Serverless Deployments#10307arXiv CS
• CUTEv2: Unified and Configurable Matrix Extension for Diverse CPU Architectures with Minimal Design Overhead#10308arXiv CS
• OpenDT: Exploring Datacenter Performance and Sustainability with a Self-Calibrating Digital Twin#10309arXiv CS
• Characterizing the Impact of Congestion in Modern HPC Interconnects#10310arXiv CS
• A Full Compression Pipeline for Green Federated Learning in Communication-Constrained Environments#10311arXiv CS
• Record-Remix-Replay: Hierarchical GPU Kernel Optimization using Evolutionary Search#10312arXiv CS
• Understanding Communication Backends in Cross-Silo Federated Learning#10315arXiv CS
• JZ-Tree: GPU friendly neighbour search and friends-of-friends with dual tree walks in JAX plus CUDA#2566arXiv CS
• QuMod: Parallel Quantum Job Scheduling on Modular QPUs using Circuit Cutting#10314arXiv CS
• NimbusGuard: A Novel Framework for Proactive Kubernetes Autoscaling Using Deep Q-Networks#10313arXiv CS
• FEDBUD: Joint Incentive and Privacy Optimization for Resource-Constrained Federated Learning#10317arXiv CS
• CIR: Lightweight Container Image for Cross-Platform Deployment#10318arXiv CS
• Leveraging Mathematical Reasoning of LLMs for Efficient GPU Thread Mapping#10319arXiv CS
• Icicle: Scalable Metadata Indexing and Real-Time Monitoring for HPC File Systems#10320arXiv CS
• Verifying In-Network Computing Systems for Design Risks#10321arXiv CS
• RF-LEGO: Modularized Signal Processing-Deep Learning Co-Design for RF Sensing via Deep Unrolling#10322arXiv CS
• Tessera: Unlocking Heterogeneous GPUs through Kernel-Granularity Disaggregation#10323arXiv CS
• FlexVector: A SpMM Vector Processor with Flexible VRF for GCNs on Varying-Sparsity Graphs#10324arXiv CS
• LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication#10325arXiv CS
• Rebooting Microreboot: Architectural Support for Safe, Parallel Recovery in Microservice Systems#10326arXiv CS
• A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs#10327arXiv CS
• SMART: When is it Actually Worth Expanding a Speculative Tree?#10328arXiv CS
• ConfigSpec: Profiling-Based Configuration Selection for Distributed Edge--Cloud Speculative LLM Serving#10329arXiv CS
• DySkew: Dynamic Data Redistribution for Skew-Resilient Snowpark UDF Execution#13053arXiv CS
• An Engineering Journey Training Large Language Models at Scale on Alps: The Apertus Experience#13054arXiv CS
• Towards a Linear-Algebraic Hypervisor#13055arXiv CS
• EPAC: The Last Dance#13056arXiv CS
• Intelligent resource prediction for SAP HANA continuous integration build workloads#13057arXiv CS
• Beyond Pre-Training: The Full Lifecycle of Foundation Models on HPC Systems#13058arXiv CS
• Three Birds, One Stone: Solving the Communication-Memory-Privacy Trilemma in LLM Fine-tuning Over Wireless Networks with Zeroth-Order Optimization#13059arXiv CS
• Local-Splitter: A Measurement Study of Seven Tactics for Reducing Cloud LLM Token Usage on Coding-Agent Workloads#13060arXiv CS
• Decentralized Learning via Random Walk with Jumps#13061arXiv CS
• A Periodic Space of Distributed Computing: Vision & Framework#13062arXiv CS
• BlazingAML: High-Throughput Anti-Money Laundering (AML) via Multi-Stage Graph Mining#13063arXiv CS
• PipeLive: Efficient Live In-place Pipeline Parallelism Reconfiguration for Dynamic LLM Serving#13064arXiv CS
• Aethon: A Reference-Based Replication Primitive for Constant-Time Instantiation of Stateful AI Agents#13065arXiv CS
• Evaluating Cross-Architecture Performance Modeling of Distributed ML Workloads Using StableHLO#13066arXiv CS
• Accelerating Microswimmer Simulations via a Heterogeneous Pipelined Parallel-in-Time Framework#13067arXiv CS
• Predictive Bayesian Arbitration: A Scalable Noisy-OR Model with Service Criticality Awareness#13068arXiv CS
• GitFarm: Git as a Service for Large-Scale Monorepos#13069arXiv CS
• Understanding Large-Scale HPC System Behavior Through Cluster-Based Visual Analytics#13070arXiv CS
• ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism#13071arXiv CS
• A Full Compression Pipeline for Green Federated Learning in Communication-Constrained Environments#13072arXiv CS
• GTaP: A GPU-Resident Fork-Join Task-Parallel Runtime with a Pragma-Based Interface#2565arXiv CS