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Pathways: Asynchronous Distributed Dataflow for ML.
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Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
Dynamic control flow in large-scale machine learning.
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Proceedings of the Thirteenth EuroSys Conference, 2018
TensorFlow: A System for Large-Scale Machine Learning.
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Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016
MapReduce: a flexible data processing tool.
Commun. ACM, 2010
Back-off language model compression.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Bigtable: A Distributed Storage System for Structured Data.
ACM Trans. Comput. Syst., 2008
MapReduce: simplified data processing on large clusters.
Commun. ACM, 2008
Bigtable: A Distributed Storage System for Structured Data (Awarded Best Paper!).
Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI '06), 2006
Proceedings of the 19th ACM Symposium on Operating Systems Principles 2003, 2003
Field analysis: getting useful and low-cost interprocedural information.
Proceedings of the 2000 ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI), 2000
Continuous Profiling: Where Have All the Cycles Gone?
ACM Trans. Comput. Syst., 1997
Safe and Efficient Sharing of Persistent Objects in Thor.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996
The Modified Object Buffer: A Storage Management Technique for Object-Oriented Databases
PhD thesis, 1995
Using a Modified Object Buffer to Improve the Write Performance of an Object-Oriented Database.
Proceedings of the Fifteenth ACM Symposium on Operating System Principles, 1995
Providing High Availability Using Lazy Replication.
ACM Trans. Comput. Syst., 1992
Efficient Recovery in Harp.
Proceedings of the Second Workshop on the Management of Replicated Data, 1992
Replication in the Harp File System.
Proceedings of the Thirteenth ACM Symposium on Operating System Principles, 1991