conftrace_

performance model

7 papers

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Co-occurring keywords · papers mentioning both

serverless computing (2) search space (1) cost-performance trade-off (1) rank allocation (1) large language model (1) cold start (1) data analytics (1) storage tiering (1) cloud configuration (1) automatic scaling (1)

Papers

RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022 ROLLER: Fast and Efficient Tensor Compilation for Deep Learning OSDI 2022 Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure NSDI 2019 More Robust Doubly Robust Off-policy Evaluation ICML 2018 Three steps is all you need: fast, accurate, automatic scaling decisions for distributed streaming dataflows OSDI 2018 CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics NSDI 2017