-
1
-
-
84880352642
-
Declarative systems for large-scale machine learning
-
V. R. Borkar, Y. Bu, M. J. Carey, J. Rosen, N. Polyzotis, T. Condie, M. Weimer, and R. Ramakrishnan. Declarative systems for large-scale machine learning. IEEE Data Engineering Bulletin, 35(2):24-32, 2012.
-
(2012)
IEEE Data Engineering Bulletin
, vol.35
, Issue.2
, pp. 24-32
-
-
Borkar, V.R.1
Bu, Y.2
Carey, M.J.3
Rosen, J.4
Polyzotis, N.5
Condie, T.6
Weimer, M.7
Ramakrishnan, R.8
-
2
-
-
79951737507
-
Overview of SciDB: Large scale array storage, processing and analysis
-
P. G. Brown. Overview of SciDB: Large scale array storage, processing and analysis. SIGMOD 2010.
-
(2010)
SIGMOD
-
-
Brown, P.G.1
-
3
-
-
79956351190
-
HaLoop: Efficient iterative data processing on large clusters
-
Y. Bu, B. Howe, M. Balazinska, and M. D. Ernst. HaLoop: Efficient iterative data processing on large clusters. PVLDB, 3(1):285-296, 2010.
-
(2010)
PVLDB
, vol.3
, Issue.1
, pp. 285-296
-
-
Bu, Y.1
Howe, B.2
Balazinska, M.3
Ernst, M.D.4
-
4
-
-
83155182857
-
SciHadoop: Array-based query processing in hadoop
-
J. B. Buck, N. Watkins, J. LeFevre, K. Ioannidou, C. Maltzahn, N. Polyzotis, and S. A. Brandt. SciHadoop: Array-based query processing in Hadoop. Supercomputing 2011.
-
(2011)
Supercomputing
-
-
Buck, J.B.1
Watkins, N.2
LeFevre, J.3
Ioannidou, K.4
Maltzahn, C.5
Polyzotis, N.6
Brandt, S.A.7
-
6
-
-
77954751910
-
Ricardo: Integrating R and hadoop
-
S. Das, Y. Sismanis, K. S. Beyer, R. Gemulla2, P. J. Haas, and J. McPherson. Ricardo: Integrating R and Hadoop. SIGMOD 2010.
-
(2010)
SIGMOD
-
-
Das, S.1
Sismanis, Y.2
Beyer, K.S.3
Gemulla, R.4
Haas, P.J.5
McPherson, J.6
-
7
-
-
85030321143
-
MapReduce: Simplified data processing on large clusters
-
J. Dean and S. Ghemawat. MapReduce: Simplified data processing on large clusters. OSDI 2004.
-
(2004)
OSDI
-
-
Dean, J.1
Ghemawat, S.2
-
8
-
-
79957859069
-
SystemML: Declarative machine learning on MapReduce
-
A. Ghoting, R. Krishnamurthy, E. Pednault, B. Reinwald, V. Sindhwani, S. Tatikonda, Y. Tian, and S. Vaithyanathan. SystemML: Declarative machine learning on MapReduce. ICDE 2011.
-
(2011)
ICDE
-
-
Ghoting, A.1
Krishnamurthy, R.2
Pednault, E.3
Reinwald, B.4
Sindhwani, V.5
Tatikonda, S.6
Tian, Y.7
Vaithyanathan, S.8
-
10
-
-
84873199454
-
The MADlib analytics library or MAD skills, the SQL
-
J. M. Hellerstein, C. Re, F. Schoppmann, Z. D. Wang, E. Fratkin, A. Gorajek, K. S. Ng, C. Welton, X. Feng, K. Li, and A. Kumar. The MADlib analytics library or MAD skills, the SQL. PVLDB, 5(12):1700-1711, 2012.
-
(2012)
PVLDB
, vol.5
, Issue.12
, pp. 1700-1711
-
-
Hellerstein, J.M.1
Re, C.2
Schoppmann, F.3
Wang, Z.D.4
Fratkin, E.5
Gorajek, A.6
Ng, K.S.7
Welton, C.8
Feng, X.9
Li, K.10
Kumar, A.11
-
11
-
-
82155174846
-
Profiling, what-if analysis, and cost-based optimization of MapReduce programs
-
H. Herodotou and S. Babu. Profiling, what-if analysis, and cost-based optimization of MapReduce programs. PVLDB Endowment, 4(11):1111-1122, 2011.
-
(2011)
PVLDB Endowment
, vol.4
, Issue.11
, pp. 1111-1122
-
-
Herodotou, H.1
Babu, S.2
-
12
-
-
82155186182
-
No one (cluster) size fits all: Automatic cluster sizing for data-intensive analytics
-
H. Herodotou, F. Dong, and S. Babu. No one (cluster) size fits all: Automatic cluster sizing for data-intensive analytics. SoCC 2011.
-
(2011)
SoCC
-
-
Herodotou, H.1
Dong, F.2
Babu, S.3
-
13
-
-
85026972772
-
Probabilistic latent semantic indexing
-
T. Hofmann. Probabilistic latent semantic indexing. SIGIR 1999.
-
(1999)
SIGIR
-
-
Hofmann, T.1
-
14
-
-
84981321777
-
Towards optimizing hadoop provisioning for the cloud
-
K. Kambatla, A. Pathak, and H. Pucha. Towards optimizing hadoop provisioning for the cloud. HotCloud 2009.
-
(2009)
HotCloud
-
-
Kambatla, K.1
Pathak, A.2
Pucha, H.3
-
16
-
-
78650418266
-
Transparent runtime parallelization of the R scripting language
-
J. Li, X. Ma, S. B. Yoginath, G. Kora, and N. F. Samatova. Transparent runtime parallelization of the R scripting language. J. Parallel & Distributed Computing, 71(2):157-168, 2011.
-
(2011)
J. Parallel & Distributed Computing
, vol.71
, Issue.2
, pp. 157-168
-
-
Li, J.1
Ma, X.2
Yoginath, S.B.3
Kora, G.4
Samatova, N.F.5
-
19
-
-
79952420862
-
HAMA: An efficient matrix computation with the MapReduce framework
-
S. Seo, E. J. Yoon, J.-H. Kim, S. Jin, J.-S. Kim, and S. Maeng. HAMA: An efficient matrix computation with the MapReduce framework. CloudCom 2010.
-
(2010)
CloudCom
-
-
Seo, S.1
Yoon, E.J.2
Kim, J.-H.3
Jin, S.4
Kim, J.-S.5
Maeng, S.6
-
20
-
-
84868325513
-
Hive - A warehousing solution over a map-reduce framework
-
A. Thusoo, J. S. Sarma, N. Jain, Z. Shao, P. Chakka, S. Anthony, H. Liu, P. Wyck-off, and R. Murthy. Hive - a warehousing solution over a map-reduce framework. PVLDB, 2(2):1626-1629, 2009.
-
(2009)
PVLDB
, vol.2
, Issue.2
, pp. 1626-1629
-
-
Thusoo, A.1
Sarma, J.S.2
Jain, N.3
Shao, Z.4
Chakka, P.5
Anthony, S.6
Liu, H.7
Wyck-Off, P.8
Murthy, R.9
-
22
-
-
0025467711
-
A bridging model for parallel computation
-
L. G. Valiant. A bridging model for parallel computation. CACM, 33(8), 1990.
-
(1990)
CACM
, vol.33
, Issue.8
-
-
Valiant, L.G.1
-
23
-
-
79960196705
-
ARIA: Automatic resource inference and allocation for mapreduce environments
-
A. Verma, L. Cherkasova, and R. H. Campbell. ARIA: automatic resource inference and allocation for mapreduce environments. ICAC 2011.
-
(2011)
ICAC
-
-
Verma, A.1
Cherkasova, L.2
Campbell, R.H.3
-
24
-
-
84863368869
-
RIOT: I/O-efficient numerical computing without SQL
-
Y. Zhang, H. Herodotou, and J. Yang. RIOT: I/O-efficient numerical computing without SQL. CIDR 2009.
-
(2009)
CIDR
-
-
Zhang, Y.1
Herodotou, H.2
Yang, J.3
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