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🌐 Distributed LLM Systems

Load Balancing, Cluster Management, Fault Tolerance, Scaling Strategies

GSFusion:Globally Optimized LiDAR-Inertial-Visual Mapping for Gaussian Splatting
arxiv.org·2d
🔧Systems-level optimizations for LLM serving
LLMs-guided adaptive compensator: Bringing Adaptivity to Automatic Control Systems with Large Language Models
arxiv.org·5d
🧠Large Language Models (LLMs)
FairReason: Balancing Reasoning and Social Bias in MLLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
Deep Reinforcement Learning for Real-Time Green Energy Integration in Data Centers
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Tropical solution of discrete best approximation problems
arxiv.org·3d
✨Model optimizations in LLMs
Load Balancing for AI Training Workloads
arxiv.org·4d
📊AI Performance Profiling
RePaCA: Leveraging Reasoning Large Language Models for Static Automated Patch Correctness Assessment
arxiv.org·3d
📊AI Performance Profiling
Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
LLM-Crowdsourced: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Towards Locally Deployable Fine-Tuned Causal Large Language Models for Mode Choice Behaviour
arxiv.org·4d
🧠Large Language Models (LLMs)
HexaMorphHash HMH- Homomorphic Hashing for Secure and Efficient Cryptographic Operations in Data Integrity Verification
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
SOME: Symmetric One-Hot Matching Elector -- A Lightweight Microsecond Decoder for Quantum Error Correction
arxiv.org·2d
🔢Quantization of LLMs
SLA-Centric Automated Algorithm Selection Framework for Cloud Environments
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
ART: Adaptive Relation Tuning for Generalized Relation Prediction
arxiv.org·2d
🧠Large Language Models (LLMs)
Systolic Array-based Accelerator for State-Space Models
arxiv.org·4d
📊AI Performance Profiling
Real-Time Distributed Optical Fiber Vibration Recognition via Extreme Lightweight Model and Cross-Domain Distillation
arxiv.org·5d
🔧Systems-level optimizations for LLM serving
Can You Trust an LLM with Your Life-Changing Decision? An Investigation into AI High-Stakes Responses
arxiv.org·4d
🧠Large Language Models (LLMs)
Hybrid Particle Swarm Optimization for Fast and Reliable Parameter Extraction in Thermoreflectance
arxiv.org·2d
🔢Quantization of LLMs
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