Michael J. Franklin
5 papers · 2012–2017 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)
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Interdisciplinary Bridge
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Conference Pioneer
Conferences
NSDI (2)
OSDI (2)
JMLR (1)
Top co-authors
Keywords
online learning
(1)
scalable learning
(1)
scalable machine learning
(1)
parallel computing
(1)
distributed machine learning
(1)
inference optimization
(1)
model deployment
(1)
latency optimization
(1)
low-latency serving
(1)
prediction throughput
(1)
adaptive model selection
(1)
apache spark
(1)
machine learning library
(1)
prediction serving
(1)
machine learning system
(1)
large-scale data processing
(1)
data processing
(1)
Papers
Clipper: A Low-Latency Online Prediction Serving System
NSDI 2017
MLlib: Machine Learning in Apache Spark
JMLR 2016
The Power of Choice in Data-Aware Cluster Scheduling
OSDI 2014
GraphX: Graph Processing in a Distributed Dataflow Framework
OSDI 2014
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing
NSDI 2012