Research collection
Systems & Infrastructure
Research on Systems & Infrastructure: explanations, evidence, limitations and connections between papers.
3 results
A coding agent can tune training recipes while checks guard correctness
ATTUNE pairs coding-agent recipe search with independent checks and improves measured training speed on two of three public recipes.
Ember keeps oversized GPU workloads moving with adaptive placement
Ember adapts GPU data placement for workloads exceeding memory, with faster mean runtimes than default UVM across six tested applications.
A GPU tokenizer preserves IDs while speeding cached requests
GraphTok preserves reference token IDs while shortening median tokenizer calls in tested vLLM conditions with nearly all prompt tokens cached.