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Michael Franklin
Michael Franklin
Liew Family Chair of Computer Science, University of Chicago
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Spark: Cluster computing with working sets.
M Zaharia, M Chowdhury, MJ Franklin, S Shenker, I Stoica
HotCloud 10 (10-10), 95, 2010
68942010
Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing
M Zaharia, M Chowdhury, T Das, A Dave, J Ma, M McCauley, M Franklin, ...
Proceedings of the 9th USENIX conference on Networked Systems Design and ¡¦, 2012
58552012
TAG: A tiny aggregation service for ad-hoc sensor networks
S Madden, MJ Franklin, JM Hellerstein, W Hong
ACM SIGOPS Operating Systems Review 36 (SI), 131-146, 2002
43812002
TinyDB: an acquisitional query processing system for sensor networks
SR Madden, MJ Franklin, JM Hellerstein, W Hong
ACM Transactions on database systems (TODS) 30 (1), 122-173, 2005
27382005
Apache spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...
Communications of the ACM 59 (11), 56-65, 2016
24592016
TelegraphCQ: continuous dataflow processing
S Chandrasekaran, O Cooper, A Deshpande, MJ Franklin, JM Hellerstein, ...
Proceedings of the 2003 ACM SIGMOD international conference on Management of ¡¦, 2003
21992003
Mllib: Machine learning in apache spark
X Meng, J Bradley, B Yavuz, E Sparks, S Venkataraman, D Liu, ...
The Journal of Machine Learning Research 17 (1), 1235-1241, 2016
21202016
Challenges and opportunities with Big Data 2011-1
D Agrawal, P Bernstein, E Bertino, S Davidson, U Dayal, M Franklin, ...
16572011
Spark sql: Relational data processing in spark
M Armbrust, RS Xin, C Lian, Y Huai, D Liu, JK Bradley, X Meng, T Kaftan, ...
Proceedings of the 2015 ACM SIGMOD international conference on management of ¡¦, 2015
16102015
Broadcast disks: data management for asymmetric communication environments
S Acharya, R Alonso, M Franklin, S Zdonik
Proceedings of the 1995 ACM SIGMOD International Conference on Management of ¡¦, 1995
14651995
GraphX: Graph processing in a distributed dataflow framework
JE Gonzalez, RS Xin, A Dave, D Crankshaw, MJ Franklin, I Stoica
Proceedings of the 11th USENIX Symposium on Operating Systems Design and ¡¦, 2014
14412014
The design of an acquisitional query processor for sensor networks
S Madden, MJ Franklin, JM Hellerstein, W Hong
Proceedings of the 2003 ACM SIGMOD international conference on Management of ¡¦, 2003
13842003
From databases to dataspaces: a new abstraction for information management
M Franklin, A Halevy, D Maier
ACM Sigmod Record 34 (4), 27-33, 2005
10252005
Efficient filtering of XML documents for selective dissemination of information
M Alt©¥nel, MJ Franklin
Proc. of the 26th Intl Conference on Very Large Data Bases (VLDB), Cairo ¡¦, 2000
10012000
Graphx: A resilient distributed graph system on spark
RS Xin, JE Gonzalez, MJ Franklin, I Stoica
First international workshop on graph data management experiences and ¡¦, 2013
8762013
Semantic data caching and replacement
S Dar, MJ Franklin, BT Jonsson, D Srivastava, M Tan
VLDB 96, 330-341, 1996
8391996
CrowdDB: answering queries with crowdsourcing
MJ Franklin, D Kossmann, T Kraska, S Ramesh, R Xin
Proceedings of the 2011 ACM SIGMOD International Conference on Management of ¡¦, 2011
8332011
Fjording the stream: An architecture for queries over streaming sensor data
S Madden, MJ Franklin
Proceedings 18th International Conference on Data Engineering, 555-566, 2002
7642002
Supporting aggregate queries over ad-hoc wireless sensor networks
S Madden, R Szewczyk, MJ Franklin, D Culler
Proceedings Fourth IEEE Workshop on Mobile Computing Systems and ¡¦, 2002
7352002
CrowdER: Crowdsourcing entity resolution
J Wang, T Kraska, MJ Franklin, J Feng
Proceedings of the VLDB Endowment 5 (11), 1483-1494, 2012
6882012
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