Distributed Systems Comparison Hub
5 papers - avg viability 4.0
Top Papers
- Cornserve: A Distributed Serving System for Any-to-Any Multimodal Models(7.0)
Cornserve is an open-source distributed serving system designed for Any-to-Any multimodal models, enhancing throughput and reducing latency.
- Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents(6.0)
Rudder autonomously optimizes data prefetching for distributed GNN training, significantly enhancing performance and reducing communication overhead.
- SLA-Aware Distributed LLM Inference Across Device-RAN-Cloud(3.0)
Optimize distributed LLM inference for sub-second SLAs across device-RAN-cloud infrastructure.
- Learning Provably Correct Distributed Protocols Without Human Knowledge(2.0)
GGMS is a framework enabling automated learning of robust distributed protocols without decades of human input.
- Better Bounds for the Distributed Experts Problem(2.0)
This paper presents a theoretical protocol for minimizing regret in distributed expert systems.