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parallel-computing
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parallel-computing
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· documents ABOUT parallel-computing across the archive
1,734
Documents about parallel-computing
Documents about parallel-computing
Charon: A Unified and Fine-Grained Simulator for Large-Scale LLM Training and Inference
#200464
arXiv CS
FedADAS: Communication-Efficient Federated Distillation for On-Device Driver Yawn Recognition in Vehicular Networks
#204755
arXiv CS
Generalized Compare-and-Swap and Space-Efficient Universal Constructions for the Infinite-Arrival Model
#204759
arXiv CS
LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging
#216798
arXiv CS
When Agents Control Robots: A Zero Trust Policy Model for Agentic Cyber-Physical Systems
#224464
arXiv CS
A Pragmatic Approach to Learned Indexing in RocksDB: Targeted Optimizations with Minimal System Modification
#224481
arXiv CS
ReMoE: Boosting Expert Reuse through Router Fine-Tuning in Memory-Constrained MoE LLM Inference
#229462
arXiv CS
When Does Deep RL Beat Calibrated Baselines? A Benchmark Study on Adaptive Resource Control
#229469
arXiv CS
PoCQ: Proof of Contribution Quality as a Lightweight Blockchain Consensus for Secure Federated Learning
#259423
arXiv CS
SIGMA: A Versatile Streaming Graph Partitioner for Vertex- and Edge-Balanced Distributed GNN Training
#259442
arXiv CS
FOLD: Fuzzy Online Deduplication for Very Large Evolving Datasets via Approximate Nearest Neighbor Search
#259448
arXiv CS
DriftSched: Adaptive QoS-Aware Scheduling under Runtime Token Drift for Multi-Tenant GPU Inference
#259449
arXiv CS
Clairvoyant: Predictive SJF Scheduling to Mitigate Head-of-Line Blocking in Serial LLM Backends
#266143
arXiv CS
Communication Strategy Selection for Multi-GPU 3D FDTD with Convolutional Perfectly Matched Boundary Layers
#266147
arXiv CS
Terastal: Layer-Variant-based Scheduling for Real-Time Multi-DNN Workloads on Heterogeneous Accelerators
#266148
arXiv CS
SpectrumKV: Per-Token Mixed-Precision KV Cache Transfer for Prefill-Decode Disaggregated LLM Serving
#267624
arXiv CS
Work Stealing for the 2D-Mesh Topology of Satellite Constellations in Low Earth Orbit
#271790
arXiv CS
From Fork-Join to Asynchronous Tasks: Parallelizing Tiled Cholesky Decomposition with OpenMP and HPX
#271809
arXiv CS
Harnessing Routing Foresight for Micro-step-level MoE load balancing in RL Post-training
#271810
arXiv CS
Beyond CPU-GPU Frequency: Memory-Clock and Tail Effects in Edge Inference Latency Estimation
#280169
arXiv CS
Generation Quality-Latency Tradeoff-Aware Inference Offloading for Multimodal LLMs in Cloud-Edge Continuum
#280178
arXiv CS
RISE: Relay Inference and Online Scheduling for Efficient Edge-Device Collaborative Diffusion Model Services
#282769
arXiv CS
Verified Detection and Prevention of Concurrency Anomalies in Multi-Agent Large Language Model Systems
#282771
arXiv CS
Energy Efficient Scheduling of AI/ML Workloads on Multi Instance GPUs with Dynamic Repartitioning
#306998
arXiv CS
Hot AI in Cold Space: Thermal-Crosstalk-Aware Scheduling for Sustainable Orbital AI Clusters
#310793
arXiv CS
How far does a random forest generalize from a 54-run LAMMPS+SPICA benchmark?
#319648
arXiv CS
COSM: A Cooperative Scheduling Framework for Concurrent PIM and CPU Execution on Mobile Devices
#321793
arXiv CS
HBM Is Not All You Need: Efficient Disaggregated LLM Serving across Memory-heterogeneous Accelerators
#321800
arXiv CS
High-Performance Resilient Multi-GPU Hybrid Particle-in-Cell Monte Carlo Simulations at Scale
#321815
arXiv CS
Interface-Variant Dynamics in Software Ecosystems: Resolver-Induced Selection and Adoption in Package Graphs
#324860
arXiv CS
Promise-Future Synchronization for Cluster Asynchronous Many-Task Runtimes via MPI One-Sided Communication
#329059
arXiv CS
Workload composition smooths aggregate power demand while sustaining short-horizon ramps in AI data centers
#10316
arXiv CS
RF-LEGO: Modularized Signal Processing-Deep Learning Co-Design for RF Sensing via Deep Unrolling
#10322
arXiv CS
Serving Chain-structured Jobs with Large Memory Footprints with Application to Large Foundation Model Serving
#18983
arXiv CS
Cooperate to Compete: Strategic Data Generation and Incentivization Framework for Coopetitive Cross-Silo Federated Learning
#18984
arXiv CS
Toward Optimality: A Tighter Analysis of Message Complexity for Leader Election in Diameter-Two Networks
#120468
arXiv CS
Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda
#120479
arXiv CS
Characterizing and Fixing Silent Data Loss in Spark-on-AWS-Lambda with Open Table Formats
#124014
arXiv CS
POLAR-PIC: A Holistic Framework for Matrixized PIC with Co-Designed Compute, Layout, and Communication
#124024
arXiv CS
Systematizing Blockchain Research Themes and Design Patterns: Insights from the University Blockchain Research Initiative (UBRI)
#126483
arXiv CS
Efficient Batch Search Algorithm for B+ Tree Index Structures with Level-Wise Traversal on FPGAs
#126490
arXiv CS
GICC: A High-Performance Runtime for GPU-Initiated Communication and Coordination in Modern HPC Systems
#134526
arXiv CS
(POSTER) From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications
#155235
arXiv CS
GPU-Accelerated Simulations of Problems with Moving Boundaries and Fluid-Structure Interaction at Extreme Scales
#168289
arXiv CS
Orchestrating Serverless Applications in the Edge Cloud Space Continuum: What Breaks and What is Next?
#168290
arXiv CS
ipc_shared_ptr: A Publish/Subscribe-Aware Smart Pointer for Cross-Process Object Lifetime Management
#168295
arXiv CS
AB-Sparse: Sparse Attention with Adaptive Block Size for Accurate and Efficient Long-Context Inference
#178842
arXiv CS
Comparing the Performance of Heterogeneous Conjugate Gradient and Cholesky Solvers on Various Hardware Using SYCL
#180631
arXiv CS
Using the Open Science Data Federation for data distribution: Big Bear Solar Observatory use case
#194293
arXiv CS
Llamas on the Web: Memory-Efficient, Performance-Portable, and Multi-Precision LLM Inference with WebGPU
#216801
arXiv CS
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