DC
Daniel Crankshaw
cs.DCcs.DBcs.LGcs.NIcs.AIcs.CVcs.OSProcedural Pain
On Valency
published · living versionsW_twun7uez·v1 · currentpublished
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
with Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang +3
1 version
Preprints & journals
10 papers in the corpus · 2014–2024Enhancing Network Failure Mitigation with Performance-Aware Ranking2305.13792v2 · Pooria Namyar, Arvin Ghavidel, Daniel Crankshaw et al.2023 · 0 citationsarXiv
Effect of parental touch on relieving acute procedural pain in neonates and parental anxiety (Petal): a multicentre, randomised controlled trial in the UK.38373429 · Hauck, Annalisa G V, van der Vaart, Marianne, Adams, Eleri et al.2024 · 12 citationsThe Lancet. Child & adolescent health. 2024;8(4):259-269
Solving Max-Min Fair Resource Allocations Quickly on Large Graphs2310.09699v1 · Pooria Namyar, Behnaz Arzani, Srikanth Kandula et al.2023 · 1 citationarXiv
SOL: Safe On-Node Learning in Cloud Platforms2201.10477v1 · Yawen Wang, Daniel Crankshaw, Neeraja J. Yadwadkar et al.2022 · 14 citationsarXiv
InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives1812.01776v2 · Daniel Crankshaw, Gur-Eyal Sela, Corey Zumar et al.2018 · 4 citationsarXiv
IDK Cascades: Fast Deep Learning by Learning not to Overthink1706.00885v4 · Xin Wang, Yujia Luo, Daniel Crankshaw et al.2017 · 28 citationsarXiv
Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning1711.01503v1 · Richard Liaw, Sanjay Krishnan, Animesh Garg et al.2017 · 17 citationsarXiv
Clipper: A Low-Latency Online Prediction Serving System1612.03079v2 · Daniel Crankshaw, Xin Wang, Giulio Zhou et al.2016 · 346 citationsarXiv
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox1409.3809v2 · Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez et al.2014 · 85 citationsarXivon Valency
GraphX: Unifying Data-Parallel and Graph-Parallel Analytics1402.2394v1 · Reynold S. Xin, Daniel Crankshaw, Ankur Dave et al.2014 · 57 citationsarXiv
Career total: 17 works. 10 are in this corpus.
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