Research collection
Systems & Infrastructure
Research on Systems & Infrastructure: explanations, evidence, limitations and connections between papers.
2 results
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.