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Zhaobo edited this page May 27, 2022
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Resource utilization improvement
- GPU sharing
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Intelligent scheduling (workload placement)
- co-scheduling, predictive placement, complementary placement
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Cross-stack multi-functional profiler
- built-in intelligence, open metrics standard, application-level profiling with user transparency, and cross level correlation
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In-memory distributed caching
- content based hashing, intelligent shared caching layer
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Elastic training framework
- dynamic resource allocation without training interruption
- Secure container runtime with RDMA support
- Cluster Setup
Below are some overview, talks and design documents that will help you understand key features in Alnair.
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Overview
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Test Results