-
1
-
-
84886006847
-
-
F. Agakov, E. Bonilla, J. Cavazos, B. Franke, G. Fursin, M. F. P. O'Boyle, J. Thomson, M. Toussaint, and C. K. I. Williams. Using machine learning to focus iterative optimization. In CGO, 2006.
-
F. Agakov, E. Bonilla, J. Cavazos, B. Franke, G. Fursin, M. F. P. O'Boyle, J. Thomson, M. Toussaint, and C. K. I. Williams. Using machine learning to focus iterative optimization. In CGO, 2006.
-
-
-
-
2
-
-
4544380943
-
Finding effective compilation sequences
-
L. Almagor, K. D. Cooper, A. Grosul, T. J. Harvey, S. W. Reeves, D. Subramanian, L. Torczon, and T. Waterman. Finding effective compilation sequences. SIGPLAN Not., 39(7), 2004.
-
(2004)
SIGPLAN Not
, vol.39
, Issue.7
-
-
Almagor, L.1
Cooper, K.D.2
Grosul, A.3
Harvey, T.J.4
Reeves, S.W.5
Subramanian, D.6
Torczon, L.7
Waterman, T.8
-
3
-
-
34547678264
-
-
J. Cavazos, G. Fursin, F. Agakov, E. Bonilla, M. F. P. O'Boyle, and O. Temam. Rapidly selecting good compiler optimizations using performance counters. In CGO, 2007.
-
J. Cavazos, G. Fursin, F. Agakov, E. Bonilla, M. F. P. O'Boyle, and O. Temam. Rapidly selecting good compiler optimizations using performance counters. In CGO, 2007.
-
-
-
-
4
-
-
34248211088
-
Method-specific dynamic compilation using logistic regression
-
J. Cavazos and M. F. P. O'Boyle. Method-specific dynamic compilation using logistic regression. In OOPSLA, 2006.
-
(2006)
OOPSLA
-
-
Cavazos, J.1
O'Boyle, M.F.P.2
-
5
-
-
4544372203
-
XTREM: A power simulator for the Intel XScale core
-
G. Contreras, M. Martonosi, J. Peng, R. Ju, and G. Lueh. XTREM: a power simulator for the Intel XScale core. In LCTES, 2004.
-
(2004)
LCTES
-
-
Contreras, G.1
Martonosi, M.2
Peng, J.3
Ju, R.4
Lueh, G.5
-
6
-
-
33745197132
-
Acme: Adaptive compilation made efficient
-
K. D. Cooper, A. Grosul, T. J. Harvey, S. Reeves, D. Subramanian, L. Torczon, and T. Waterman. Acme: adaptive compilation made efficient. SIGPLAN Not., 40(7), 2005.
-
(2005)
SIGPLAN Not
, vol.40
, Issue.7
-
-
Cooper, K.D.1
Grosul, A.2
Harvey, T.J.3
Reeves, S.4
Subramanian, D.5
Torczon, L.6
Waterman, T.7
-
7
-
-
85016062555
-
Optimizing for reduced code space using genetic algorithms
-
K. D. Cooper, P. J. Schielke, and D. Subramanian. Optimizing for reduced code space using genetic algorithms. In LCTES, 1999.
-
(1999)
LCTES
-
-
Cooper, K.D.1
Schielke, P.J.2
Subramanian, D.3
-
8
-
-
77957563267
-
Archexplorer.org: Joint compiler/hardware exploration for fair comparison of architectures
-
V. Desmet, S. Girbal, and O. Temam. Archexplorer.org: Joint compiler/hardware exploration for fair comparison of architectures. In INTERACT workshop at HPCA, 2009.
-
(2009)
INTERACT workshop at HPCA
-
-
Desmet, V.1
Girbal, S.2
Temam, O.3
-
9
-
-
35348881568
-
-
In CF
-
C. Dubach, J. Cavazos, B. Franke, G. Fursin, M. F. O'Boyle, and O. Temam. Fast compiler optimisation evaluation using code-feature based performance prediction. In CF, 2007.
-
(2007)
Fast compiler optimisation evaluation using code-feature based performance prediction
-
-
Dubach, C.1
Cavazos, J.2
Franke, B.3
Fursin, G.4
O'Boyle, M.F.5
Temam, O.6
-
10
-
-
63349088199
-
Exploring and predicting the architecture/optimising compiler co-design space
-
C. Dubach, T. M. Jones, and M. F. O'Boyle. Exploring and predicting the architecture/optimising compiler co-design space. In CASES, 2008.
-
(2008)
CASES
-
-
Dubach, C.1
Jones, T.M.2
O'Boyle, M.F.3
-
11
-
-
47349128966
-
Microarchitectural design space exploration using an architecture-centric approach
-
C. Dubach, T. M. Jones, and M. F. P. O'Boyle. Microarchitectural design space exploration using an architecture-centric approach. In MICRO, 2007.
-
(2007)
MICRO
-
-
Dubach, C.1
Jones, T.M.2
O'Boyle, M.F.P.3
-
12
-
-
34249813667
-
A performance counter architecture for computing accurate cpi components
-
S. Eyerman, L. Eeckhout, T. Karkhanis, and J. E. Smith. A performance counter architecture for computing accurate cpi components. In ASPLOS, 2006.
-
(2006)
ASPLOS
-
-
Eyerman, S.1
Eeckhout, L.2
Karkhanis, T.3
Smith, J.E.4
-
13
-
-
76749114656
-
Design space characterization for architecture/compiler co-exploration
-
D. Fischer, J. Teich, R. Weper, U. Kastens, and M. Thies. Design space characterization for architecture/compiler co-exploration. In CASES, 2001.
-
(2001)
CASES
-
-
Fischer, D.1
Teich, J.2
Weper, R.3
Kastens, U.4
Thies, M.5
-
14
-
-
84871331470
-
MILEPOST GCC: Machine learning based research compiler
-
G. Fursin, C. Miranda, O. Temam, M. Namolaru, E. Yom-Tov, A. Zaks, B. Mendelson, E. Bonilla, J. Thomson, H. Leather, C. Williams, and M. O. Boyle. MILEPOST GCC: machine learning based research compiler. In GCC Summit, 2008.
-
(2008)
GCC Summit
-
-
Fursin, G.1
Miranda, C.2
Temam, O.3
Namolaru, M.4
Yom-Tov, E.5
Zaks, A.6
Mendelson, B.7
Bonilla, E.8
Thomson, J.9
Leather, H.10
Williams, C.11
Boyle, M.O.12
-
15
-
-
84962779213
-
-
M. Guthaus, J. Ringenberg, D. Ernst, T. Austin, T. Mudge, and R. Brown. MiBench: A free, commercially representative embedded benchmark suite. In WWC, 2001.
-
M. Guthaus, J. Ringenberg, D. Ernst, T. Austin, T. Mudge, and R. Brown. MiBench: A free, commercially representative embedded benchmark suite. In WWC, 2001.
-
-
-
-
16
-
-
33746686278
-
Automatic selection of compiler options using non-parametric inferential statistics
-
M. Haneda, P. Knijnenburg, and H. Wijshoff. Automatic selection of compiler options using non-parametric inferential statistics. PACT, 2005.
-
(2005)
PACT
-
-
Haneda, M.1
Knijnenburg, P.2
Wijshoff, H.3
-
17
-
-
43449119850
-
-
K. Hoste and L. Eeckhout. Cole: compiler optimization level exploration. In CGO, 2008.
-
K. Hoste and L. Eeckhout. Cole: compiler optimization level exploration. In CGO, 2008.
-
-
-
-
18
-
-
76749147731
-
-
E. ?Ipek, B. R. de Supinski, M. Schulz, and S. A. McKee. An approach to performance prediction for parallel applications. In Euro-Par, 2005.
-
E. ?Ipek, B. R. de Supinski, M. Schulz, and S. A. McKee. An approach to performance prediction for parallel applications. In Euro-Par, 2005.
-
-
-
-
19
-
-
34547417098
-
Efficiently exploring architectural design spaces via predictive modeling
-
E. İpek, S. A. McKee, R. Caruana, B. R. de Supinski, and M. Schulz. Efficiently exploring architectural design spaces via predictive modeling. In ASPLOS-XII, 2006.
-
(2006)
ASPLOS-XII
-
-
İpek, E.1
McKee, S.A.2
Caruana, R.3
de Supinski, B.R.4
Schulz, M.5
-
20
-
-
33748863916
-
Construction and use of linear regression models for processor performance analysis
-
February
-
P. J. Joseph, K. Vaswani, and M. J. Thazhuthaveetil. Construction and use of linear regression models for processor performance analysis. In HPCA-12, February 2006.
-
(2006)
HPCA-12
-
-
Joseph, P.J.1
Vaswani, K.2
Thazhuthaveetil, M.J.3
-
23
-
-
47849123249
-
Using predictive modeling for cross-program design space exploration in multicore systems
-
S. Khan, P. Xekalakis, J. Cavazos, and M. Cintra. Using predictive modeling for cross-program design space exploration in multicore systems. In PACT, 2007.
-
(2007)
PACT
-
-
Khan, S.1
Xekalakis, P.2
Cavazos, J.3
Cintra, M.4
-
24
-
-
8344272051
-
Fast searches for effective optimization phase sequences
-
P. Kulkarni, S. Hines, J. Hiser, D. Whalley, J. Davidson, and D. Jones. Fast searches for effective optimization phase sequences. In PLDI, 2004.
-
(2004)
PLDI
-
-
Kulkarni, P.1
Hines, S.2
Hiser, J.3
Whalley, D.4
Davidson, J.5
Jones, D.6
-
25
-
-
3042658703
-
-
C. Lattner and V. Adve. LLVM: A compilation framework for lifelong program analysis & transformation. In CGO, 2004.
-
C. Lattner and V. Adve. LLVM: A compilation framework for lifelong program analysis & transformation. In CGO, 2004.
-
-
-
-
26
-
-
34547702258
-
Illustrative design space studies with microarchitectural regression models
-
B. C. Lee and D. Brooks. Illustrative design space studies with microarchitectural regression models. In HPCA-13, 2007.
-
(2007)
HPCA-13
-
-
Lee, B.C.1
Brooks, D.2
-
27
-
-
34547288276
-
Accurate and efficient regression modeling for microarchitectural performance and power prediction
-
B. C. Lee and D. M. Brooks. Accurate and efficient regression modeling for microarchitectural performance and power prediction. In ASPLOS-XII, 2006.
-
(2006)
ASPLOS-XII
-
-
Lee, B.C.1
Brooks, D.M.2
-
28
-
-
34748909426
-
Methods of inference and learning for performance modeling of parallel applications
-
B. C. Lee, D. M. Brooks, B. R. de Supinski, M. Schulz, K. Singh, and S. A. McKee. Methods of inference and learning for performance modeling of parallel applications. In PPoPP-12, 2007.
-
(2007)
PPoPP-12
-
-
Lee, B.C.1
Brooks, D.M.2
de Supinski, B.R.3
Schulz, M.4
Singh, K.5
McKee, S.A.6
-
29
-
-
79956100120
-
Scheduling straight-line code using reinforcement learning and rollouts
-
A. McGovern and J. E. B. Moss. Scheduling straight-line code using reinforcement learning and rollouts. In NIPS, 1998.
-
(1998)
NIPS
-
-
McGovern, A.1
Moss, J.E.B.2
-
30
-
-
84886072028
-
-
Z. Pan and R. Eigenmann. Fast and effective orchestration of compiler optimizations for automatic performance tuning. In CGO, 2006.
-
Z. Pan and R. Eigenmann. Fast and effective orchestration of compiler optimizations for automatic performance tuning. In CGO, 2006.
-
-
-
-
31
-
-
33646503805
-
Measuring program similarity: Experiments with spec cpu benchmark suites
-
A. Phansalkar, A. Joshi, L. Eeckhout, and L. K. John. Measuring program similarity: Experiments with spec cpu benchmark suites. In ISPASS, 2005.
-
(2005)
ISPASS
-
-
Phansalkar, A.1
Joshi, A.2
Eeckhout, L.3
John, L.K.4
-
32
-
-
19344368072
-
Spiral: Code generation for dsp transforms
-
Feb
-
M. Puschel, J. Moura, J. Johnson, D. Padua, M. Veloso, B. Singer, J. Xiong, F. Franchetti, A. Gacic, Y. Voronenko, K. Chen, R. Johnson, and N. Rizzolo. Spiral: Code generation for dsp transforms. Proceedings of the IEEE, 93(2):232-275, Feb. 2005.
-
(2005)
Proceedings of the IEEE
, vol.93
, Issue.2
, pp. 232-275
-
-
Puschel, M.1
Moura, J.2
Johnson, J.3
Padua, D.4
Veloso, M.5
Singer, B.6
Xiong, J.7
Franchetti, F.8
Gacic, A.9
Voronenko, Y.10
Chen, K.11
Johnson, R.12
Rizzolo, N.13
-
33
-
-
33646834588
-
-
M. Stephenson and S. Amarasinghe. Predicting unroll factors using supervised classification. In CGO, 2005.
-
M. Stephenson and S. Amarasinghe. Predicting unroll factors using supervised classification. In CGO, 2005.
-
-
-
-
34
-
-
0038035143
-
Meta optimization: Improving compiler heuristics with machine learning
-
M. Stephenson, S. Amarasinghe, M. Martin, and U. O'Reilly. Meta optimization: improving compiler heuristics with machine learning. In PLDI, 2003.
-
(2003)
PLDI
-
-
Stephenson, M.1
Amarasinghe, S.2
Martin, M.3
O'Reilly, U.4
-
35
-
-
34547664408
-
Cacti 4.0
-
Technical Report HPL-2006-86, HP Laboratories Palo Alto
-
D. Tarjan, S. Thoziyoor, and N. P. Jouppi. Cacti 4.0. Technical Report HPL-2006-86, HP Laboratories Palo Alto, 2006.
-
(2006)
-
-
Tarjan, D.1
Thoziyoor, S.2
Jouppi, N.P.3
-
36
-
-
67650534864
-
-
S. Triantafyllis, M. Vachharajani, N. Vachharajani, and D. I. August. Compiler optimization-space exploration. In CGO, 2003.
-
S. Triantafyllis, M. Vachharajani, N. Vachharajani, and D. I. August. Compiler optimization-space exploration. In CGO, 2003.
-
-
-
-
38
-
-
34547681859
-
-
K. Vaswani, M. J. Thazhuthaveetil, Y. N. Srikant, and P. J. Joseph. Microarchitecture sensitive empirical models for compiler optimizations. In CGO, 2007.
-
K. Vaswani, M. J. Thazhuthaveetil, Y. N. Srikant, and P. J. Joseph. Microarchitecture sensitive empirical models for compiler optimizations. In CGO, 2007.
-
-
-
-
39
-
-
1542710758
-
Statistical models for empirical search-based performance tuning
-
R. Vuduc, J. W. Demmel, and J. A. Bilmes. Statistical models for empirical search-based performance tuning. Int. J. High Perform. Comput. Appl., 18(1):65-94, 2004.
-
(2004)
Int. J. High Perform. Comput. Appl
, vol.18
, Issue.1
, pp. 65-94
-
-
Vuduc, R.1
Demmel, J.W.2
Bilmes, J.A.3
-
40
-
-
0038378242
-
A comparison of empirical and model-driven optimization
-
K. Yotov, X. Li, G. Ren, M. Cibulskis, G. DeJong, M. Garzaran, D. Padua, K. Pingali, P. Stodghill, and P.Wu. A comparison of empirical and model-driven optimization. SIGPLAN Not., 38(5):63-76, 2003.
-
(2003)
SIGPLAN Not
, vol.38
, Issue.5
, pp. 63-76
-
-
Yotov, K.1
Li, X.2
Ren, G.3
Cibulskis, M.4
DeJong, G.5
Garzaran, M.6
Padua, D.7
Pingali, K.8
Stodghill, P.9
Wu, P.10
-
41
-
-
1442337777
-
Predicting the impact of optimizations for embedded systems
-
M. Zhao, B. Childers, and M. L. Soffa. Predicting the impact of optimizations for embedded systems. SIGPLAN Not., 38(7), 2003.
-
(2003)
SIGPLAN Not
, vol.38
, Issue.7
-
-
Zhao, M.1
Childers, B.2
Soffa, M.L.3
-
42
-
-
0036977872
-
Vista: A system for interactive code improvement
-
W. Zhao, B. Cai, D. Whalley, M. W. Bailey, R. van Engelen, X. Yuan, J. D. Hiser, J. W. Davidson, K. Gallivan, and D. L. Jones. Vista: a system for interactive code improvement. In LCTES/SCOPES, 2002.
-
(2002)
LCTES/SCOPES
-
-
Zhao, W.1
Cai, B.2
Whalley, D.3
Bailey, M.W.4
van Engelen, R.5
Yuan, X.6
Hiser, J.D.7
Davidson, J.W.8
Gallivan, K.9
Jones, D.L.10
|