176 citations · 826 across the 63 of their papers we have counts for
4 papers · 1 filter
Asynchronous Complex Analytics in a Distributed Dataflow Architecture
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan +4
Scalable distributed dataflow systems have recently experienced widespread adoption, with commodity dataflow engines such as Hadoop and Spark, and even commodity SQL engines routin…
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez +5
To support complex data-intensive applications such as personalized recommendations, targeted advertising, and intelligent services, the data management community has focused heavi…
Coordination Avoidance in Database Systems (Extended Version)
Peter Bailis, Alan Fekete, Michael J. Franklin +3
Minimizing coordination, or blocking communication between concurrently executing operations, is key to maximizing scalability, availability, and high performance in database syste…
Highly Available Transactions: Virtues and Limitations (Extended Version)
Peter Bailis, Aaron Davidson, Alan Fekete +3
To minimize network latency and remain online during server failures and network partitions, many modern distributed data storage systems eschew transactional functionality, which…