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parallel-computing
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Documents about parallel-computing
Documents about parallel-computing
SMART: When is it Actually Worth Expanding a Speculative Tree?
#10328
arXiv CS
DySkew: Dynamic Data Redistribution for Skew-Resilient Snowpark UDF Execution
#13053
arXiv CS
Intelligent resource prediction for SAP HANA continuous integration build workloads
#13057
arXiv CS
Leveraging Mathematical Reasoning of LLMs for Efficient GPU Thread Mapping
#13073
arXiv CS
Efficient calculation of available space for multi-NUMA virtual machines
#18982
arXiv CS
AgileLog: A Forkable Shared Log for Agents on Data Streams
#18987
arXiv CS
Evaluating SYCL as a Unified Programming Model for Heterogeneous Systems
#31242
arXiv CS
GPUOS: A GPU Operating System Primitive for Transparent Operation Fusion
#120470
arXiv CS
AsyncSparse: Accelerating Sparse Matrix-Matrix Multiplication on Asynchronous GPU Architectures
#120471
arXiv CS
EcoShift: Performance-Aware Power Management for Power-Constrained Heterogeneous Systems
#120474
arXiv CS
Active Inference-Based Adaptive Routing for Heterogeneous Edge AI Services
#120477
arXiv CS
Preserving Clusters in Error-Bounded Lossy Compression of Particle Data
#124031
arXiv CS
AGNT2: Autonomous Agent Economies on Interaction-Optimized Layer 2 Infrastructure
#126487
arXiv CS
Latency and Cost of Multi-Agent Intelligent Tutoring at Scale
#138893
arXiv CS
ClusterFusion++: Expanding Cluster-Level Fusion to Full Transformer-Block Decoding
#138900
arXiv CS
GreenDyGNN: Runtime-Adaptive Energy-Efficient Communication for Distributed GNN Training
#138903
arXiv CS
ITAS: A Multi-Agent Architecture for LLM-Based Intelligent Tutoring
#141463
arXiv CS
Taming Request Imbalance: SLO-Aware Scheduling for Disaggregated LLM Inference
#155240
arXiv CS
A Treasure Trove of Performance: Analyzing the IO500 Submission Data
#155243
arXiv CS
FedQueue: Queue-Aware Federated Learning for Cross-Facility HPC Training
#155247
arXiv CS
On the Distortion of Partitioning Performance by Random Quantum Circuits
#155248
arXiv CS
AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
#155251
arXiv CS
SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving
#155254
arXiv CS
Irminsul: MLA-Native Position-Independent Caching for Agentic LLM Serving
#168276
arXiv CS
OpenG2G: A Simulation Platform for AI Datacenter-Grid Runtime Coordination
#168281
arXiv CS
Delay-Aware Large-Small Model Collaboration over LEO Satellite Networks
#168284
arXiv CS
Coral: Cost-Efficient Multi-LLM Serving over Heterogeneous Cloud GPUs
#168288
arXiv CS
ClusterLess: Deadline-Aware Serverless Workflow Orchestration on Federated Edge Clusters
#168291
arXiv CS
phys-MCP: A Control Plane for Heterogeneous Physical Neural Networks
#168293
arXiv CS
Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge
#175201
arXiv CS
Learning from Acceptance: Cumulative Regret in the Game of Coding
#175209
arXiv CS
FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference
#175222
arXiv CS
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
#175226
arXiv CS
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation
#175232
arXiv CS
FLAM: Evaluating Model Performance with Aggregatable Measures in Federated Learning
#175233
arXiv CS
GraphFlash: Enabling Fast and Elastic Graph Processing on Serverless Infrastructure
#178846
arXiv CS
MinT: Managed Infrastructure for Training and Serving Millions of LLMs
#180622
arXiv CS
TurboGR: An Accelerated Training System for Large-Scale Generative Recommendation
#180626
arXiv CS
Evaluating Container Orchestration for Neuromorphic Workloads in Virtual Edge Environments
#194286
arXiv CS
On the Fragility of Data Attribution When Learning Is Distributed
#194291
arXiv CS
EPIC: Abstraction and Polymorphism of In-Network Collectives on Ethernet
#200444
arXiv CS
iHAC: A Hybrid Cluster Architecture for Enhanced Performance and Resilience
#200451
arXiv CS
Send: Objects, History, and Transactions in a Single-Verb Kernel
#200463
arXiv CS
LiveR: Fine-Grained Elasticity via Live Reconfiguration for Model Training
#216785
arXiv CS
PALS: Power-Aware LLM Serving for Mixture-of-Experts Models
#216789
arXiv CS
PlexRL: Cluster-Level Orchestration of Serviceized LLM Execution for RLVR
#216799
arXiv CS
Hybrid Edge-HPC Systems for Low-Latency Data-Driven Inference
#216802
arXiv CS
Profiling-Driven Adaptive Distributed Transformer Inference on Embedded Edge Deployment
#224462
arXiv CS
Provisioning to Runtime Optimization of a +100 MW AI Cluster
#224475
arXiv CS
Enhancing Energy Efficiency in Scientific Workflows through CFD based PIVAEs
#224480
arXiv CS
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