Performance evaluation, queueing, and scheduling in the context of computer systems [See also 60K20, 60K25, 90B22, 90B35, 90B36]
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Counts include all statuses and descendants. Classifications are editorial or inferred from community fields, not an AMS assessment of the problem.
Scheduling with predicted reasoning depth. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Sharing KV caches across reasoning paths. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Scheduling expansion and aggregation in LLM reasoning. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Queueing and job-shop models for multi-stage LLM inference. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Scheduling parallel and dependent multi-LLM tasks. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Queueing tradeoffs between LLM accuracy and time. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Reconciling predictions with live inference feedback. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Routing requests among LLMs under cost and latency limits. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Tandem queue models of speculative decoding. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Load balancing API-augmented inference with quality tradeoffs. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
These are selected sources for the parent class. Article coverage is a first reviewed selection, and may not cover this exact subcategory.
Springer Nature
Discrete geometry and geometric computation
SIAM
Theory of computation
SIAM
Applied and computational mathematics reviews
2007 · 2 questions extracted
2020 · 0 questions extracted
MSC2020 © Mathematical Reviews (AMS) and zbMATH · CC BY-NC-SA 4.0 · Official PDF, page 175