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🌐 Distributed LLM Systems

Load Balancing, Cluster Management, Fault Tolerance, Scaling Strategies

Multiple Memory Systems for Enhancing the Long-term Memory of Agent
arxiv.org·3d
🤖Agents using LLMs
Less Coding, More Science: Simplify Ocean Modeling on GPUs With OpenACC and Unified Memory
developer.nvidia.com·4d
🔧Systems-level optimizations for LLM serving
Smart Charging Impact Analysis using Clustering Methods and Real-world Distribution Feeders
arxiv.org·3d
🔧Systems-level optimizations for LLM serving
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning
arxiv.org·3d
⚙️AI Infrastructure Automation
Analyzing Information Sharing and Coordination in Multi-Agent Planning
arxiv.org·6d
🤖Agents using LLMs
Hydra: A 1.6B-Parameter State-Space Language Model with Sparse Attention, Mixture-of-Experts, and Memory
arxiv.org·3d
🧠Large Language Models (LLMs)
MOHAF: A Multi-Objective Hierarchical Auction Framework for Scalable and Fair Resource Allocation in IoT Ecosystems
arxiv.org·4d
⚙️AI Infrastructure Automation
R-ConstraintBench: Evaluating LLMs on NP-Complete Scheduling
arxiv.org·3d
🔧Systems-level optimizations for LLM serving
Benchmarking LLM-based Agents for Single-cell Omics Analysis
arxiv.org·5d
🤖Agents using LLMs
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services
arxiv.org·4d
⚙️AI Infrastructure Automation
MoEcho: Exploiting Side-Channel Attacks to Compromise User Privacy in Mixture-of-Experts LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
Energy-Efficient Routing Algorithm for Wireless Sensor Networks: A Multi-Agent Reinforcement Learning Approach
arxiv.org·4d
🤖Agents using LLMs
Adaptive Vision-Based Coverage Optimization in Mobile Wireless Sensor Networks: A Multi-Agent Deep Reinforcement Learning Approach
arxiv.org·4d
⚙️AI Infrastructure Automation
Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time
arxiv.org·3d
🧠Large Language Models (LLMs)
Wormhole Dynamics in Deep Neural Networks
arxiv.org·3d
🧠Large Language Models (LLMs)
Subjective Behaviors and Preferences in LLM: Language of Browsing
arxiv.org·3d
🧠Large Language Models (LLMs)
Fast globally optimal Truncated Least Squares point cloud registration with fixed rotation axis
arxiv.org·3d
🧠Large Language Models (LLMs)
Locally Differentially Private Multi-Sensor Fusion Estimation With System Intrinsic Randomness
arxiv.org·3d
🔧Systems-level optimizations for LLM serving
Money in Motion: Micro-Velocity and Usage of Ethereums Liquid Staking Tokens
arxiv.org·3d
🔧Systems-level optimizations for LLM serving
EMNLP: Educator-role Moral and Normative Large Language Models Profiling
arxiv.org·3d
🧠Large Language Models (LLMs)
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