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Characterizing the differences between pre- and post- release versions of software

Paul Luo Li, Ryan Kivett, Zhiyuan Zhan, Sung-eok Jeon, Nachiappan Nagappan, Brendan Murphy, Andrew J. Ko
2011 Proceeding of the 33rd international conference on Software engineering - ICSE '11  
Many software producers utilize beta programs to predict postrelease quality and to ensure that their products meet quality expectations of users. Prior work indicates that software producers need to adjust predictions to account for usage environments and usage scenarios differences between beta populations and postrelease populations. However, little is known about how usage characteristics relate to field quality and how usage characteristics differ between beta and post-release. In this
more » ... y, we examine application crash, application hang, system crash, and usage information from millions of Windows ® users to 1) examine the effects of usage characteristics differences on field quality (e.g. which usage characteristics impact quality), 2) examine usage characteristics differences between beta and post-release (e.g. do impactful usage characteristics differ), and 3) report experiences adjusting field quality predictions for Windows. Among the 18 usage characteristics that we examined, the five most important were: the number of application executed, whether the machines was pre-installed by the original equipment manufacturer, two sub-populations (two language/geographic locales), and whether Windows was 64-bit (not 32-bit). We found each of these usage characteristics to differ between beta and post-release, and by adjusting for the differences, accuracy of field quality predictions for Windows improved by ~59%.
doi:10.1145/1985793.1985894 dblp:conf/icse/LiKZJNMK11 fatcat:r5l4om5kzbbyjg7aaasshinuo4

Page 175 of Defense Counsel Journal Vol. 15, Issue 2 [page]

1948 Defense Counsel Journal  
Janesville Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Fuller, Hubert V. Madison Hart, Lawrence E. Schlotthauer, George McD. Snodgrass, Philip N.  ...  Kivett, Austin W. Mehigan, Irving Patrick Swanstrom, Gerald M. Wickham, Arthur Racine Heft, Carroll R. Myers, S. P. Whaley, Vilas H. Rice Lake Coe, Laurence S. Stevens Point Beach, Joseph B.  ... 

Page 163 of Defense Counsel Journal Vol. 16, Issue 2 [page]

1949 Defense Counsel Journal  
Janesville Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Madison Hart, Lawrence E. Schlotthauer, George McD. Snodgrass, Philip N. Sutherland, Robert J.  ...  Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Swanstrom, Gerald M. Wickham, Arthur New Richmond Doar, W. T. Oshkosh Dempsey, Ray C. Racine Heft, Carroll R. Myers, S. P.  ... 

Page 237 of Defense Counsel Journal Vol. 17, Issue 2 [page]

1950 Defense Counsel Journal  
Janesville Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Madison Hart, Lawrence E. Mathys, Clifford G. Schlotthauer, George McD. Snodgrass, Philip N.  ...  Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Swanstrom, Gerald M. Wickham, Arthur New Richmond Doar, W. T. Oshkosh Dempsey, Ray C. Racine Heft, Carroll R. Myers, S. P.  ... 

Page 128 of Defense Counsel Journal Vol. 14, Issue 2 [page]

1947 Defense Counsel Journal  
Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Fuller, Hubert V. Madison Grelle, Robert C. Hart, Lawrence E. Schlotthauer, George McD. » Philip N.  ...  Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Swanstrom, Gerald M. Wickham, Arthur New Richmond Doar, W. T. Oshkosh Dempsey, Ray C. Racine Heft, Carroll R. Myers, S. P.  ... 

Page 186 of Defense Counsel Journal Vol. 18, Issue 2 [page]

1951 Defense Counsel Journal  
Janesville Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Madison Hart, Lawrence E. Jackman, W. L. Mathys, Clifford G. Schlotthauer, George McD.  ...  Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Prosser, F. H. Swanstrom, Gerald M. Wickham, Arthur New Richmond Doar, W. T. Oshkosh Dempsey, Ray C. Racine Heft, Carroll R.  ... 

Page 80 of Defense Counsel Journal Vol. 13, Issue 2 [page]

1946 Defense Counsel Journal  
Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Swanstrom, Gerald M. Wickham, Arthur New Richmond Doar, W. T. Oshkosh Dempsey, Ray C.  ...  Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Fuller, Hubert V. Madison Grelle, Robert C. Hart, Lawrence E. Schlotthauer, George McD Snodgrass, Philip N.  ... 

Page 217 of Defense Counsel Journal Vol. 21, Issue 2 [page]

1954 Defense Counsel Journal  
Janesville Ryan, Stanley M. Kenosha Richardson, Chester D. La Crosse Bunge, J. C. Engelhard, L. M. Johns, Robert D. Madison Hart, Lawrence E, Jackman, W. L. Mathys, Clifford G.  ...  Kivett, Austin W. Kluwin, John A. Lamfrom, Leon B. Mehigan, Irving Patrick Prosser, F. H. Skogstad, Norman C, Swanstrom, Gerald M. Wake, Van B. Wickham, Arthur New Richmond Knowles, W. P.  ... 

List of Dental Officers Separated from Navy Dental Corps

1947 The Journal of the American Dental Association (1939)  
Oakmont Indiana Greencastle Kivett, Maurice C. Lieut. Winslow Kemp, Robert E. Lieut. Lead lowa Cedar Falls Foster, George C. Lieut. Memphis Kentucky Hardburly Gingles, Carl E. Lieut.  ...  Ryan, Jack E. Ochsenbein, Clifford Washington Sinex, Melvin T. Pfefferbaum, Moses Lavin, Thomas F. Witter, George M. Nelson, Evans G. Lieut. Lieut. Lieut. Lieut. Lieut. Lieut. Lieut. Lieut. Lieut.  ... 
doi:10.14219/jada.archive.1947.0332 fatcat:qskc3nsqhrhobjigjkk2zsjw5y

Page 353 of Defense Counsel Journal Vol. 17, Issue 4 [page]

1950 Defense Counsel Journal  
Kivett, Austin W., Milwaukee, Wis. Knowles, William F., Kansas City, Mo. Lazonby, J. Lance, Gainesville, Fla. McCamey, Harold E., Pittsburgh, Pa.  ...  Ryan, Lewis C., Syracuse, N. Y. Schlotthauer, George McD., Wis. Smith, Clater W., Baltimore, Md. Zarlengo, Albert E., Denver, Colo. Ex Officio: Dodd, Lester P., Detroit, Mich. George P., Madison,  ... 

Page 299 of American Sportswear & Knitting Times Vol. 46, Issue 39 [page]

1977 American Sportswear & Knitting Times  
Ryan & Sons, inc., Box 10221, Greenville, $.C 29603 Deutscher Innen-Und Aussenhande!  ...  ., High Wycombe, England 83225 Detex G Agents- Paramount Textile Machinery Co, 2405 Kivett Dr., High, N.C., 27260, U.S.A Deutshe Rhodiaceta A.G Freiburg, Germany Agent- J.J.  ... 

Page 307 of American Sportswear & Knitting Times Vol. 47, Issue 39 [page]

1978 American Sportswear & Knitting Times  
. & Sons Inc Box 189, Grinnell, |A 50112 Delores Full Fashioned Hosiery 3205 Kivett Dr., High Point, N. C. 27260 DeLoux, Jacques Inc 220 N.  ...  Ryan & Sons, inc., Box 10221, Greenville, S.C 29603 Deutscher Innen-Und Aussenhandel Taubenstrasse 7-9, 108 Berlin, Germany Devon Apparel Inc 3300 Frankford Ave., Philadelphia, PA. 19134 Devon Knitwear  ... 

Page 107 of Guernsey Breeders' Journal Vol. 33, Issue 2 [page]

1928 Guernsey Breeders' Journal  
Kivett to D. C. Kivett, Liberty (Jherokee Actor of Valkyrie 140520—Carolina Oeamery Co. to J. W. Walker, Andrews Cherokee Anchor of Valkyrie 140519—Carolina Creamery Co. to William P.  ...  Ryan to Edward Harrison, Amherst Prince of Alfalfa Farm 1.3495.5 FC. (C. Harnsberger to J. M. Johnson, FCwing ♦Sevi-rn Rex 1.39187—Herman Hollerith to W. T.  ... 

Page 304 of American Sportswear & Knitting Times Vol. 48, Issue 39 [page]

1979 American Sportswear & Knitting Times  
., High Wycombe, England 83225 Detex G Agents- Paramount Textile Machinery Co, 2405 Kivett Dr High, N.C., 27260, U.S.A. Detrex Chern. Industries, Inc. 14331 W. Wilson P.O.  ...  Ryan & Sons, Inc., Box 10221, Greenville, S.C 29603 Deutscher Innen-Und Aussenhandel Taubenstrasse 7-9, 108 Berlin, Germany Devon Apparel Inc. 3300 Frankford Ave., Philadelphia, PA. 19134 Devon Knitwear  ... 

Parol Licenses. Revocation. Yeager v. Tuning, 86 N. E. 657 (Ohio)

1909 The Yale law journal  
Ryan, 37 Ohio St. I97. But the father cannot be deprived of access to his child. Matter of Jacquest, 46 N. Y. Misc. 575.  ...  Ryan, 37 Ohio St. I97. But the father cannot be deprived of access to his child. Matter of Jacquest, 46 N. Y. Misc. 575.  ... 
doi:10.2307/785790 fatcat:pinws2657bfrpk5dg4z5imozq4
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