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AI in distributed systems
🤖 AI in distributed systems
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98
posts in
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ms
Efficient and Robust Online
Learning
to Rank in Decentralized
Systems
🤝
Consensus Protocols
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for Efficient and Robust Online Learning to Rank in Decentralized Systems
A Low-Latency Semantic State Estimator using Latent Predictive
Learning
for Dynamic
Network
Monitoring and Orchestration
📦
Containerization
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for A Low-Latency Semantic State Estimator using Latent Predictive Learning for Dynamic Network Monitoring and Orchestration
FlashCP: Load-Balanced Communication-Efficient Context
Parallelism
for
LLM
Training
🌐
Distributed Systems
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training
From Fork-Join to Asynchronous Tasks:
Parallelizing
Tiled Cholesky Decomposition with OpenMP and HPX
🖥️
Operating Systems
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for From Fork-Join to Asynchronous Tasks: Parallelizing Tiled Cholesky Decomposition with OpenMP and HPX
APEX4: Efficient Pure W4A4
LLM
Inference
via Intra-SM
Compute
Rebalancing
🖥️
Operating Systems
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing
StageFrontier: Synchronization-Aware Stage Accounting for
Distributed
ML
Training
🖥️
Operating Systems
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for StageFrontier: Synchronization-Aware Stage Accounting for Distributed ML Training
ASTRA-sim 3.0: Next-Level
Distributed
Machine
Learning
Simulations via High-Fidelity GPU and Infrastructure Modeling
📈
Scalability
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for ASTRA-sim 3.0: Next-Level Distributed Machine Learning Simulations via High-Fidelity GPU and Infrastructure Modeling
Bergson: An Open Source Library for
Data
Attribution
🦀
Rust
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for Bergson: An Open Source Library for Data Attribution
Twelve quick tips for designing
AI-driven
HPC workflows
⏱️
Performance
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Twelve quick tips for designing AI-driven HPC workflows
A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting
⏱️
Performance
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting
FMplex:
Model
Virtualization for Serving Extensible Foundation Models
🔬
eBPF
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for FMplex: Model Virtualization for Serving Extensible Foundation Models
Sovereign Assurance Boundary: Certificate-Bound Admission for Agentic Infrastructure
🔬
eBPF
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for Sovereign Assurance Boundary: Certificate-Bound Admission for Agentic Infrastructure
PCCL: Process Group-Aware Scalable and Generic Collective
Algorithm
Synthesizer
⚡
Concurrency
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for PCCL: Process Group-Aware Scalable and Generic Collective Algorithm Synthesizer
Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors
⚡
Concurrency
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors
Optimizing Cloud Deployment: Blending of IaaS and FaaS for
Microservice
Architecture
🔧
Microservices
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for Optimizing Cloud Deployment: Blending of IaaS and FaaS for Microservice Architecture
Terastal: Layer-Variant-based Scheduling for Real-Time Multi-DNN Workloads on Heterogeneous Accelerators
⏱️
Performance
Content type:
Academic
arxiv.org
·
3d
3 days ago
Actions for Terastal: Layer-Variant-based Scheduling for Real-Time Multi-DNN Workloads on Heterogeneous Accelerators
Dynamic Software Updates using CRDTs
📈
Scalability
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Dynamic Software Updates using CRDTs
Unifying von-Neumann HPC and Neuromorphic Acceleration via the EBRAINS Research Infrastructure: A Framework for High-Performance Workflows
⏱️
Performance
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Unifying von-Neumann HPC and Neuromorphic Acceleration via the EBRAINS Research Infrastructure: A Framework for High-Performance Workflows
Near-Optimal
Distributed
2-Ruling Sets on Graphs with Low Arboricity
🤝
Consensus Protocols
Content type:
Academic
arxiv.org
·
7h
7 hours ago
Actions for Near-Optimal Distributed 2-Ruling Sets on Graphs with Low Arboricity
Achieving Cloud-Grade SLOs for Local Mixture-of-Experts
Inference
through CPU-GPU Hybrid Design
🏗️
Systems Design
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design
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