conftrace_

performance model

7 papers

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Co-occurring keywords

serverless computing (21) cloud configuration (1) automatic scaling (1) streaming dataflow (1) dynamic resource allocation (3) operator scheduling (1) tensor compilation (1) kernel generation (5) tile abstraction (1) search space (55)

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