MSC2020 · 60Kxx

Special processes

44 mapped entries · Browse and filter all →

Counts include all statuses and descendants. Classifications are editorial or inferred from community fields, not an AMS assessment of the problem.

Subcategories

60K05Renewal theory0 60K10Applications of renewal theory (reliability, demand theory, etc.)0 60K15Markov renewal processes, semi-Markov processes0 60K20Applications of Markov renewal processes (reliability, queueing networks, etc.)0 60K25Queueing theory (aspects of probability theory)42 60K30Applications of queueing theory (congestion, allocation, storage, traffic, etc.)0 60K35Interacting random processes; statistical mechanics type models; percolation theory2 60K37Processes in random environments0 60K40Other physical applications of random processes0 60K50Anomalous diffusion models (subdiffusion, superdiffusion, continuous-time random walks, etc.)0 60K99Special processes0

Mapped problems

OP-11879ProbabilityStatus unassessed

Scheduling with predicted reasoning depth

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11878ProbabilityStatus unassessed

Sharing KV caches across reasoning paths

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11877ProbabilityStatus unassessed

Scheduling expansion and aggregation in LLM reasoning

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, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11876ProbabilityStatus unassessed

Queueing and job-shop models for multi-stage LLM inference

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11875ProbabilityStatus unassessed

Scheduling parallel and dependent multi-LLM tasks

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, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11874ProbabilityStatus unassessed

Queueing tradeoffs between LLM accuracy and time

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11873ProbabilityStatus unassessed

Reconciling predictions with live inference feedback

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11872ProbabilityStatus unassessed

Routing requests among LLMs under cost and latency limits

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11871ProbabilityStatus unassessed

Tandem queue models of speculative decoding

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

OP-11870ProbabilityStatus unassessed

Load balancing API-augmented inference with quality tradeoffs

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.

Queueing, Predictions, and LLMs — Mitzenmacher & Shahout· Licensed source statement· 2025

Journals & articles in MSC 60

These are selected sources for the parent class. Article coverage is a first reviewed selection, and may not cover this exact subcategory.

The Annals of Probability ↗

Institute of Mathematical Statistics

Probability theory

Journal discovery is available; article-level extraction for this class is not yet included in this batch.

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