`
`US009824216B1
`
`( 12 ) United States Patent
`(12) United States Patent
`Khalid et al .
`Khalid et al.
`
`( 10 ) Patent No . :
`(10) Patent No.:
`( 45 ) Date of Patent :
`(45) Date of Patent:
`
`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Nov . 21 , 2017
`Nov. 21, 2017
`
`( 54 ) SUSCEPTIBLE ENVIRONMENT DETECTION
`(54) SUSCEPTIBLE ENVIRONMENT DETECTION
`SYSTEM
`SYSTEM
`( 71 ) Applicant : FireEye , Inc . , Milpitas , CA ( US )
`(71) Applicant: FireEye, Inc., Milpitas, CA (US)
`( 72 )
`Inventors : Yasir Khalid , Fremont , CA ( US ) ;
`(72)
`Inventors: Yasir Khalid, Fremont, CA (US);
`Shivani Deshpande , Fremont , CA ( US )
`Shivani Deshpande, Fremont, CA (US)
`( 73 ) Assignee : FireEye , Inc . , Milpitas , CA ( US )
`(73) Assignee: FireEye, Inc., Milpitas, CA (US)
`@ @
`Subject to any disclaimer , the term of this
`( * ) Notice :
`* ) Notice:
`Subject to any disclaimer, the term of this
`patent is extended or adjusted under 35
`patent is extended or adjusted under 35
`U . S . C . 154 ( b ) by 169 days .
`U.S.C. 154(b) by 169 days.
`( 21 ) Appl . No . : 14 / 986 , 428
`(21) Appl. No.: 14/986,428
`( 22 ) Filed :
`Dec . 31 , 2015
`(22)
`Filed:
`Dec. 31, 2015
`( 51 ) Int . Ci .
`Int. Cl.
`(51)
`( 2013 . 01 )
`G06F 21 / 56
`(2013.01)
`GO6F 21/56
`G06F 21 / 55
`( 2013 . 01
`(2013.01)
`GO6F 21/55
`G06F 21 / 57
`( 2013 . 01 )
`(2013.01)
`GO6F 21/57
`U . S . CI .
`U.S. Cl.
`CPC . . . . . . . . . . G06F 21 / 566 ( 2013 . 01 ) ; G06F 21 / 554
`GO6F 21/566 (2013.01); GO6F 21/554
`CPC
`( 2013 . 01 ) ; G06F 21 / 577 ( 2013 . 01 ) ; G06F
`(2013.01); GO6F 21/577 (2013.01); GO6F
`2221 / 033 ( 2013 . 01 )
`2221/033 (2013.01)
`
`( 52 )
`(52)
`
`( 58 )
`(58)
`
`Field of Classification Search
`Field of Classification Search
`None
`None
`See application file for complete search history .
`See application file for complete search history.
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`4 , 292 , 580 A
`9 / 1981 Ott et al .
`4,292,580 A
`9/1981 Ott et al.
`5 , 175 , 732 A
`12 / 1992 Hendel et al .
`5,175,732 A
`12/1992 Hendel et al.
`5 , 440 , 723 A
`8 / 1995 Arnold et al .
`5,440,723 A
`8/1995 Arnold et al.
`5 , 490 , 249 A
`2 / 1996 Miller
`5,490,249 A
`2/1996 Miller
`8 / 1997 Killean et al .
`5,657,473 A
`8/1997 Killean et al.
`5 , 657 , 473 A
`11 / 1998 Schnurer et al .
`5 , 842 , 002 A
`5,842,002 A
`11/1998 Schnurer et al.
`11 / 1999 Chi
`5 , 978 , 917 A
`5,978,917 A
`11/1999 Chi
`7 / 2000 Tso et al .
`6 , 088 , 803 A
`6,088,803 A
`7/2000 Tso et al.
`
`( 56 )
`(56)
`
`GB
`GB
`GB
`GB
`
`6 , 094 , 677 A
`6,094,677 A
`6 , 108 , 799 A
`6,108,799 A
`6 , 269 , 330 31
`6,269,330 B1
`6 , 272 , 641 B1
`6,272,641 B1
`6 , 279 , 113 B1
`6,279,113 B1
`6 , 298 , 445 B1
`6,298,445 B1
`6 , 357 , 008 B1
`6,357,008 B1
`
`7 / 2000 Capek et al .
`7/2000 Capek et al.
`8 / 2000 Boulay et al .
`8/2000 Boulay et al.
`7 / 2001 Cidon et al .
`7/2001 Cidon et al.
`8 / 2001 Ji
`8/2001 Ji
`8 / 2001 Vaidya
`8/2001 Vaidya
`10 / 2001 Shostack et al .
`10/2001 Shostack et al.
`3 / 2002 Nachenberg
`3/2002 Nachenberg
`( Continued )
`(Continued)
`FOREIGN PATENT DOCUMENTS
`FOREIGN PATENT DOCUMENTS
`1 / 2008
`2439806 A
`1/2008
`2439806 A
`10 / 2012
`2490431 A
`10/2012
`2490431 A
`( Continued )
`(Continued)
`OTHER PUBLICATIONS
`OTHER PUBLICATIONS
`Marchette , David J . , " Computer Intrusion Detection and Network
`Marchette, David J., "Computer Intrusion Detection and Network
`Monitoring : A Statistical Viewpoint ” , ( “ Marchette ” ) , ( 2001 ) .
`Monitoring: A Statistical Viewpoint", ("Marchette"), (2001).
`( Continued )
`(Continued)
`Primary Examiner — Michael R Vaughan
`Primary Examiner — Michael R Vaughan
`( 74 ) Attorney , Agent , or Firm — Rutan & Tucker , LLP
`(74) Attorney, Agent, or Firm — Rutan & Tucker, LLP
`ABSTRACT
`( 57 )
`ABSTRACT
`(57)
`A computerized technique wherein a received object is
`A computerized technique wherein a received object is
`analyzed using a plurality of information sources to deter
`analyzed using a plurality of information sources to deter-
`mine context information , wherein one information source
`mine context information, wherein one information source
`comprises configuration information determined from a cli
`comprises configuration information determined from a cli-
`ent device . One or more software profiles are generated
`ent device. One or more software profiles are generated
`based on the context information in order to provision one
`based on the context information in order to provision one
`or more virtual machines of a dynamic analysis logic
`or more virtual machines of a dynamic analysis logic
`system . One or more work orders are generated based on the
`system. One or more work orders are generated based on the
`one or more software profiles . A priority order is assigned to
`one or more software profiles. A priority order is assigned to
`the one or more software profiles . A dynamic analysis is
`the one or more software profiles. A dynamic analysis is
`scheduled based on the work orders and the assigned priority
`scheduled based on the work orders and the assigned priority
`order to determine one or more susceptible software envi
`order to determine one or more susceptible software envi-
`ronments , and an alert is generated comprising information
`ronments, and an alert is generated comprising information
`to update one or more susceptible environments in real time .
`to update one or more susceptible environments in real time.
`20 Claims , 6 Drawing Sheets
`20 Claims, 6 Drawing Sheets
`
`201
`201
`
`200
`200
`
`NETWORK APPLIANCE
`NETWORK APPLIANCE
`
`135
`
`NETWORK
`NETWORK
`TRAFFIC
`TRAFFIC
`ENGINE
`ENGINE
`
`145
`145 -
`INFORMATION
`INFORMATION
`SOURCE
`SOURCE
`LOGIC
`LOGIC
`
`- 290
`-290-
`PERSISTENT
`PERSISTENT
`STORAGE
`STORAGE
`
`- 189
`189
`
`CLASSIFICATION
`CLASSIFICATION
`ENGINE
`ENGINE
`
`REPORTING
`REPORTING
`ENGINE
`ENGINE
`
`285
`
`288
`
`PROFILE
`PROFILE
`GENERATION
`GENERATION
`LOGIC
`LOGIC
`
`190
`
`PROCESSOR ( S )
`PROCESSOR(S)
`
`) 155--)
`
`287
`287
`
`286
`286
`
`187 , 7
`
`COMMUNICATION
`COMMUNICATION
`INTERFACE
`INTERFACE
`LOGIC
`LOGIC
`
`CONTROLLER LOGIC SYSTEM
`CONTROLLER LOGIC SYS7EM
`
`DYNAMIC ANALYSIS
`DYNAMIC ANALYSIS
`LOGIC SYSTEM
`LOGIC SYSTEM
`VIRTUAL MACHINES
`VIRTUAL MACHINES
`Hmm . . . Wag
`VMA
`
`'-
`
`170
`
`184
`184
`186
`
`187M
`
`WIZ, Inc. EXHIBIT - 1077
`WIZ, Inc. v. Orca Security LTD.
`
`
`
`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 2
`Page 2
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`7 / 2002 Sørhaug et al .
`6 , 424 , 627 B1
`7/2002 Sorhaug et al.
`6,424,627 B1
`6 , 442 , 696 B18 / 2002 Wray et al .
`8/2002 Wray et al.
`6,442,696 B1
`6 . 484 , 315 B1 11 / 2002 Ziese
`6,484,315 B1
`11/2002 Ziese
`6 , 487 , 666 B1 11 / 2002 Shanklin et al .
`6,487,666 B1
`11/2002 Shanklin et al.
`6 , 493 , 756 B1 12 / 2002 O ' Brien et al .
`6,493,756 B1
`12/2002 O'Brien et al.
`6 , 550 , 012 B14 / 2003 Villa et al .
`6,550,012 B1
`4/2003 Villa et al.
`6 , 775 , 657 B18 / 2004 Baker
`6,775,657 B1
`8/2004 Baker
`6 , 831 , 893 B1 12 / 2004 Ben Nun et al .
`6,831,893 B1
`12/2004 Ben Nun et al.
`6 , 832 , 367 B1 12 / 2004 Choi et al .
`6,832,367 B1
`12/2004 Choi et al.
`6 , 895 , 550 B2
`5 / 2005 Kanchirayappa et al .
`6,895,550 B2
`5/2005 Kanchirayappa et al.
`6 , 898 , 632 B2
`5 / 2005 Gordy et al .
`6,898,632 B2
`5/2005 Gordy et al.
`6 , 907 , 396 B1
`6 / 2005 Muttik et al .
`6,907,396 B1
`6/2005 Muttik et al.
`6 , 941 , 348 B2
`9 / 2005 Petry et al .
`6,941,348 B2
`9/2005 Petry et al.
`6 , 971 , 097 B1 . 11 / 2005 Wallman
`6,971,097 B1
`11/2005 Wallman
`6 , 981 , 279 B112 / 2005 Arnold et al .
`6,981,279 B1
`12/2005 Arnold et al.
`7 , 007 , 107 B1
`2 / 2006 Ivchenko et al .
`7,007,107 B1
`2/2006 Ivchenko et al.
`7 , 028 , 179 B2
`4 / 2006 Anderson et al .
`7,028,179 B2
`4/2006 Anderson et al.
`7 , 043 , 757 B2
`5 / 2006 Hoefelmeyer et al .
`7,043,757 B2
`5/2006 Hoefelmeyer et al.
`7 , 069 , 316 B1
`6 / 2006 Gryaznov
`7,069,316 B1
`6/2006 Gryaznov
`7 , 080 , 407 B1
`7 / 2006 Zhao et al .
`7,080,407 B1
`7/2006 Zhao et al.
`7 , 080 , 408 B1
`7 / 2006 Pak et al .
`7,080,408 B1
`7/2006 Pak et al.
`7 . 093 . 002 B2
`8 / 2006 Wolff et al .
`7,093,002 B2
`8/2006 Wolff et al.
`7 , 093 , 239 B1
`8 / 2006 van der Made
`7,093,239 B1
`8/2006 van der Made
`7 , 096 , 498 B2
`8 / 2006 Judge
`7,096,498 B2
`8/2006 Judge
`7 , 100 , 201 B2
`8 / 2006 Izatt
`7,100,201 B2
`8/2006 Izatt
`7 , 107 , 617 B2
`9 / 2006 Hursey et al .
`7,107,617 B2
`9/2006 Hursey et al.
`7 , 159 , 149 B2
`1 / 2007 Spiegel et al .
`7,159,149 B2
`1/2007 Spiegel et al.
`7 , 213 , 260 B2
`5 / 2007 Judge
`7,213,260 B2
`5/2007 Judge
`7 , 231 , 667 B2
`6 / 2007 Jordan
`7,231,667 B2
`6/2007 Jordan
`7 , 240 , 364 B1
`7 / 2007 Branscomb et al .
`7,240,364 B1
`7/2007 Branscomb et al.
`7 , 240 , 368 B1
`7 / 2007 Roesch et al .
`7,240,368 B1
`7/2007 Roesch et al.
`7 , 243 , 371 B17 / 2007 Kasper et al .
`7,243,371 B1
`7/2007 Kasper et al.
`7 , 249 , 175 B1 . 7 / 2007 Donaldson
`7,249,175 B1
`7/2007 Donaldson
`7 , 287 , 278 B2
`10 / 2007 Liang
`7,287,278 B2
`10/2007 Liang
`7 , 308 , 716 B2 12 / 2007 Danford et al .
`7,308,716 B2
`12/2007 Danford et al.
`7 , 328 , 453 B2
`2 / 2008 Merkle , Jr . et al .
`7,328,453 B2
`2/2008 Meride, Jr. et al.
`7 , 346 , 486 B2
`3 / 2008 Ivancic et al .
`7,346,486 B2
`3/2008 Ivancic et al.
`7 , 356 , 736 B2
`4 / 2008 Natvig
`7,356,736 B2
`4/2008 Natvig
`7 , 386 , 888 B2
`6 / 2008 Liang et al .
`7,386,888 B2
`6/2008 Liang et al.
`7 , 392 , 542 B2
`6 / 2008 Bucher
`7,392,542 B2
`6/2008 Bucher
`7 , 418 , 729 B2
`8 / 2008 Szor
`7,418,729 B2
`8/2008 Szor
`7 , 428 , 300 B1
`9 / 2008 Drew et al .
`7,428,300 B1
`9/2008 Drew et al.
`7 , 441 , 272 B2 10 / 2008 Durham et al .
`7,441,272 B2
`10/2008 Durham et al.
`7 , 448 , 084 B1 . 11 / 2008 Apap et al .
`7,448,084 B1
`11/2008 Apap et al.
`7 , 458 , 098 B2 11 / 2008 Judge et al .
`7,458,098 B2
`11/2008 Judge et al.
`7 , 464 , 404 B2 12 / 2008 Carpenter et al .
`7,464,404 B2
`12/2008 Carpenter et al.
`7 , 464 , 407 B2
`12 / 2008 Nakae et al .
`7,464,407 B2
`12/2008 Nakae et al.
`7 , 467 , 408 B1 12 / 2008 O ' Toole , Jr .
`7,467,408 B1
`12/2008 O'Toole, Jr.
`7 , 478 , 428 B1
`1 / 2009 Thomlinson
`7,478,428 B1
`1/2009 Thomlinson
`7 , 480 , 773 B1
`1 / 2009 Reed
`7,480,773 B1
`1/2009 Reed
`7 , 487 , 543 B2
`2 / 2009 Arnold et al .
`7,487,543 B2
`2/2009 Arnold et al.
`7 , 496 , 960 B1
`2 / 2009 Chen et al .
`7,496,960 B1
`2/2009 Chen et al.
`7 , 496 , 961 B2
`2 / 2009 Zimmer et al .
`7,496,961 B2
`2/2009 Zimmer et al.
`7 , 519 , 990 B1
`4 / 2009 Xie
`7,519,990 B1
`4/2009 Xie
`7 , 523 , 493 B2
`4 / 2009 Liang et al .
`7,523,493 B2
`4/2009 Liang et al.
`7 , 530 , 104 B1
`5 / 2009 Thrower et al .
`7,530,104 B1
`5/2009 Thrower et al.
`7 , 540 , 025 B2
`5 / 2009 Tzadikario
`7,540,025 B2
`5/2009 Tzadikario
`7 , 546 , 638 B2
`6 / 2009 Anderson et al .
`7,546,638 B2
`6/2009 Anderson et al.
`7 , 565 , 550 B2
`7 / 2009 Liang et al .
`7,565,550 B2
`7/2009 Liang et al.
`7 , 568 , 233 B1
`7 / 2009 Szor et al .
`7,568,233 B1
`7/2009 Szor et al.
`7 , 584 , 455 B2
`9 / 2009 Ball
`7,584,455 B2
`9/2009 Ball
`7 , 603 , 715 B2 10 / 2009 Costa et al .
`7,603,715 B2
`10/2009 Costa et al.
`7 , 607 , 171 B1 10 / 2009 Marsden et al .
`7,607,171 B1
`10/2009 Marsden et al.
`7 , 639 , 714 B2 12 / 2009 Stolfo et al .
`7,639,714 B2
`12/2009 Stolfo et al.
`7 , 644 , 441 B2
`1 / 2010 Schmid et al .
`7,644,441 B2
`1/2010 Schmid et al.
`7 , 657 , 419 B2
`2 / 2010 van der Made
`7,657,419 B2
`2/2010 van der Made
`7 , 676 , 841 B2
`3 / 2010 Sobchuk et al .
`7,676,841 B2
`3/2010 Sobchuk et al.
`7 , 698 , 548 B2
`4 / 2010 Shelest et al .
`7,698,548 B2
`4/2010 Shelest et al.
`7 , 707 , 633 B2
`4 / 2010 Danford et al .
`7,707,633 B2
`4/2010 Danford et al.
`7 , 712 , 136 B2
`5 / 2010 Sprosts et al .
`7,712,136 B2
`5/2010 Sprosts et al.
`7 , 730 , 011 B1
`6 / 2010 Deninger et al .
`7,730,011 B1
`6/2010 Deninger et al.
`7 , 739 , 740 B1
`6 / 2010 Nachenberg et al .
`7,739,740 B1
`6/2010 Nachenberg et al.
`7 , 779 , 463 B2
`8 / 2010 Stolfo et al .
`7,779,463 B2
`8/2010 Stolfo et al.
`7 , 784 , 097 B1
`8 / 2010 Stolfo et al .
`7,784,097 B1
`8/2010 Stolfo et al.
`7 , 832 , 008 B1 11 / 2010 Kraemer
`7,832,008 B1
`11/2010 Kraemer
`
`?????
`
`7 , 836 , 502 B1 11 / 2010 Zhao et al .
`Zhao et al.
`11/2010
`7,836,502 B1
`7 , 849 , 506 B112 / 2010 Dansey et al .
`7,849,506 B1
`12/2010
`Dansey et al.
`7 , 854 , 007 B2
`12 / 2010 Sprosts et al .
`7,854,007 B2
`12/2010
`Sprosts et al.
`7 , 869 , 073 B2
`1 / 2011 Oshima
`7,869,073 B2
`1/2011
`Oshima
`7 , 877 , 803 B2
`1 / 2011 Enstone et al .
`7,877,803 B2
`1/2011 Enstone et al.
`7 , 904 , 959 B2
`3 / 2011 Sidiroglou et al .
`7,904,959 B2
`3/2011 Sidiroglou et al.
`7 , 908 , 660 B2
`3 / 2011 Bahl
`7,908,660 B2
`3/2011 Bahl
`7 , 930 , 738 B1
`4 / 2011 Petersen
`7,930,738 B1
`4/2011 Petersen
`7 , 937 , 387 B2
`5 / 2011 Frazier et al .
`7,937,387 B2
`5/2011 Frazier et al.
`7 , 937 , 761 B1
`5 / 2011 Bennett
`7,937,761 B1
`5/2011 Bennett
`7 , 949 , 849 B2
`5 / 2011 Lowe et al .
`7,949,849 B2
`5/2011 Lowe et al.
`7 , 996 , 556 B2
`8 / 2011 Raghavan et al .
`7,996,556 B2
`8/2011 Raghavan et al.
`7 , 996 , 836 B1
`8 / 2011 McCorkendale et al .
`7,996,836 B1
`8/2011 McCorkendale et al.
`7 , 996 , 904 B1
`8 / 2011 Chiueh et al .
`7,996,904 B1
`8/2011 Chiueh et al.
`7 , 996 , 905 B2
`8 / 2011 Arnold et al .
`7,996,905 B2
`8/2011 Arnold et al.
`8 , 006 , 305 B2
`8 / 2011 Aziz
`8,006,305 B2
`8/2011 Aziz
`8 , 010 , 667 B2
`8 / 2011 Zhang et al .
`8,010,667 B2
`8/2011 Zhang et al.
`8 , 020 , 206 B2
`9 / 2011 Hubbard et al .
`8,020,206 B2
`9/2011 Hubbard et al.
`8 , 028 , 338 B1
`9 / 2011 Schneider et al .
`8,028,338 B1
`9/2011 Schneider et al.
`8 , 042 , 184 B1 10 / 2011 Batenin
`8,042,184 B1
`10/2011 Batenin
`8 , 045 , 094 B2
`10 / 2011 Teragawa
`8,045,094 B2
`10/2011 Teragawa
`8 , 045 , 458 B2
`10 / 2011 Alperovitch et al .
`8,045,458 B2
`10/2011 Alperovitch et al.
`8 , 069 , 484 B2
`11 / 2011 McMillan et al .
`8,069,484 B2
`11/2011 McMillan et al.
`8 , 087 , 086 B1 . 12 / 2011 Lai et al .
`8,087,086 B1
`12/2011 Lai et al.
`8 , 171 , 553 B2
`5 / 2012 Aziz et al .
`8,171,553 B2
`5/2012 Aziz et al.
`8 , 176 , 049 B2
`5 / 2012 Deninger et al .
`8,176,049 B2
`5/2012 Deninger et al.
`8 , 176 , 480 B1
`5 / 2012 Spertus
`8,176,480 B1
`5/2012 Spertus
`8 , 201 , 246 B1
`6 / 2012 Wu et al .
`8,201,246 B1
`6/2012 Wu et al.
`8 , 204 , 984 B1
`6 / 2012 Aziz et al .
`8,204,984 B1
`6/2012 Aziz et al.
`8 , 214 , 905 B1
`7 / 2012 Doukhvalov et al .
`8,214,905 B1
`7/2012 Doukhvalov et al.
`8 , 220 , 055 B1
`7 / 2012 Kennedy
`8,220,055 B1
`7/2012 Kennedy
`8 , 225 , 288 B2
`7 / 2012 Miller et al .
`8,225,288 B2
`7/2012 Miller et al.
`8 , 225 , 373 B2
`7 / 2012 Kraemer
`8,225,373 B2
`7/2012 Kraemer
`8 , 233 , 882 B2
`7 / 2012 Rogel
`8,233,882 B2
`7/2012 Rogel
`8 , 234 , 640 B1
`7 / 2012 Fitzgerald et al .
`8,234,640 B1
`7/2012 Fitzgerald et al.
`8 , 234 , 709 B2
`7 / 2012 Viljoen et al .
`8,234,709 B2
`7/2012 Viljoen et al.
`8 , 239 , 944 B1
`8 / 2012 Nachenberg et al .
`8,239,944 B1
`8/2012 Nachenberg et al.
`8 , 260 , 914 B1
`9 / 2012 Ranjan
`8,260,914 B1
`9/2012 Ranj an
`8 , 266 , 091 B1
`9 / 2012 Gubin et al .
`8,266,091 B1
`9/2012 Gubin et al.
`8 , 286 , 251 B2
`10 / 2012 Eker et al .
`8,286,251 B2
`10/2012 Eker et al.
`8 , 291 , 499 B2
`10 / 2012 Aziz et al .
`8,291,499 B2
`10/2012 Aziz et al.
`8 , 307 , 435 B1 11 / 2012 Mann et al .
`8,307,435 B1
`11/2012 Mann et al.
`8 , 307 , 443 B2 11 / 2012 Wang et al .
`8,307,443 B2
`11/2012 Wang et al.
`8 , 312 , 545 B2 11 / 2012 Tuvell et al .
`8,312,545 B2
`11/2012 Tuve11 et al.
`8 , 321 , 936 B1
`11 / 2012 Green et al .
`8,321,936 B1
`11/2012 Green et al.
`8 , 321 , 941 B2
`11 / 2012 Tuvell et al .
`8,321,941 B2
`11/2012 Tuve11 et al.
`8 , 332 , 571 B1
`12 / 2012 Edwards , Sr .
`8,332,571 B1
`12/2012 Edwards, Sr.
`8 , 365 , 286 B2
`1 / 2013 Poston
`8,365,286 B2
`1/2013 Poston
`8 , 365 , 297 B1
`1 / 2013 Parshin et al .
`8,365,297 B1
`1/2013 Parshin et al.
`8 , 370 , 938 B1
`2 / 2013 Daswani et al .
`8,370,938 B1
`2/2013 Daswani et al.
`8 , 370 , 939 B2
`2 / 2013 Zaitsev et al .
`8,370,939 B2
`2/2013 Zaitsev et al.
`8 , 375 , 444 B2
`2 / 2013 Aziz et al .
`8,375,444 B2
`2/2013 Aziz et al.
`8 , 381 , 299 B2
`2 / 2013 Stolfo et al .
`8,381,299 B2
`2/2013 Stolfo et al.
`8 , 402 , 529 B1
`3 / 2013 Green et al .
`8,402,529 B1
`3/2013 Green et al.
`8 , 413 , 235 B1
`4 / 2013 Chen et al .
`8,413,235 B1
`4/2013 Chen et al.
`8 , 464 , 340 B2
`6 / 2013 Ahn et al .
`8,464,340 B2
`6/2013 Ahn et al.
`8 , 479 , 174 B2
`7 / 2013 Chiriac
`8,479,174 B2
`7/2013 Chiriac
`8 , 479 , 276 B1
`7 / 2013 Vaystikh et al .
`8,479,276 B1
`7/2013 Vaystikh et al.
`8 , 479 , 291 B1
`7 / 2013 Bodke
`8,479,291 B1
`7/2013 Bodke
`8 , 510 , 827 B1
`8 / 2013 Leake et al .
`8,510,827 B1
`8/2013 Leake et al.
`8 , 510 , 828 B1
`8 / 2013 Guo et al .
`8,510,828 B1
`8/2013 Guo et al.
`8 , 510 , 842 B2
`8 / 2013 Amit et al .
`8,510,842 B2
`8/2013 Amit et al.
`8 , 516 , 478 B1
`8 / 2013 Edwards et al .
`8,516,478 B1
`8/2013 Edwards et al.
`8 , 516 , 590 B1
`8 / 2013 Ranadive et al .
`8,516,590 B1
`8/2013 Ranadive et al.
`8 , 516 , 593 B2
`8 / 2013 Aziz
`8,516,593 B2
`8/2013 Aziz
`8 , 522 , 348 B2
`8 / 2013 Chen et al .
`8,522,348 B2
`8/2013 Chen et al.
`8 , 528 , 086 B1
`9 / 2013 Aziz
`8,528,086 B1
`9/2013 Aziz
`8 , 533 , 824 B2
`9 / 2013 Hutton et al .
`8,533,824 B2
`9/2013 Hutton et al.
`8 , 539 , 582 B1
`9 / 2013 Aziz et al .
`8,539,582 B1
`9/2013 Aziz et al.
`8 , 549 , 638 B2 10 / 2013 Aziz
`8,549,638 B2
`10/2013 Aziz
`8 , 555 , 391 B1 10 / 2013 Demir et al .
`8,555,391 B1
`10/2013 Demir et al.
`8 , 561 , 177 B1 10 / 2013 Aziz et al .
`8,561,177 B1
`10/2013 Aziz et al.
`8 , 566 , 476 B2
`10 / 2013 Shiffer et al .
`8,566,476 B2
`10/2013 Shiffer et al.
`8 , 566 , 946 B1 10 / 2013 Aziz et al .
`8,566,946 B1
`10/2013 Aziz et al.
`8 , 584 , 094 B2 11 / 2013 Dadhia et al .
`8,584,094 B2
`11/2013 Dadhia et al.
`8 , 584 , 234 B1 11 / 2013 Sobel et al .
`8,584,234 B1
`11/2013 Sobel et al.
`8 , 584 , 239 B2 11 / 2013 Aziz et al .
`8,584,239 B2
`11/2013 Aziz et al.
`8 , 595 , 834 B2
`11 / 2013 Xie et al .
`8,595,834 B2
`11/2013 Xie et al.
`8 , 627 , 476 B1
`1 / 2014 Satish et al .
`8,627,476 B1
`1/2014 Satish et al.
`
`
`
`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 3
`Page 3
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`1 / 2014 Aziz
`8 , 635 , 696 B1
`1/2014 Aziz
`8,635,696 B1
`3 / 2014 Xue et al .
`8 , 682 , 054 B2
`3/2014 Xue et al.
`8,682,054 B2
`3 / 2014 Ranjan
`8 , 682 , 812 B1
`3/2014 Ranjan
`8,682,812 B1
`4 / 2014 Aziz
`8 , 689 , 333 B2
`4/2014 Aziz
`8,689,333 B2
`4 / 2014 Zhang
`8 , 695 , 096 B1
`4/2014 Zhang
`8,695,096 B1
`4 / 2014 Pavlyushchik
`8 , 713 , 631 B1 .
`4/2014 Pavlyushchik
`8,713,631 B1
`4 / 2014 Silberman et al .
`8 , 713 , 681 B2
`4/2014 Silberman et al.
`8,713,681 B2
`5 / 2014 McCorkendale et al .
`8 , 726 , 392 B1
`5/2014 McCorkendale et al.
`8,726,392 B1
`5 / 2014 Chess et al .
`8 , 739 , 280 B2
`5/2014 Chess et al.
`8,739,280 B2
`7 / 2014 Aziz
`8 , 776 , 229 B1
`7/2014 Aziz
`8,776,229 B1
`7 / 2014 Bodke
`8 , 782 , 792 B1
`7/2014 Bodke
`8,782,792 B1
`7 / 2014 Stolfo et al .
`8 , 789 , 172 B2
`7/2014 Stolfo et al.
`8,789,172 B2
`8 , 789 , 178 B2
`7 / 2014 Kejriwal et al .
`7/2014 Kejriwal et al.
`8,789,178 B2
`7 / 2014 Frazier et al .
`8 , 793 , 278 B2
`7/2014 Frazier et al.
`8,793,278 B2
`7 / 2014 Ismael et al .
`8 , 793 , 787 B2
`7/2014 Ismael et al.
`8,793,787 B2
`8 / 2014 Kuzkin et al .
`8 , 805 , 947 B1
`8/2014 Kuzkin et al.
`8,805,947 B1
`8 / 2014 Daswani et al .
`8 , 806 , 647 B1
`8/2014 Daswani et al.
`8,806,647 B1
`9 / 2014 Manni et al .
`8 , 832 , 829 B2
`9/2014 Manni et al.
`8,832,829 B2
`9 / 2014 Ramzan
`8 , 850 , 570 B1
`9/2014 Ramzan
`8,850,570 B1
`9 / 2014 Staniford et al .
`8 , 850 , 571 B2
`9/2014 Staniford et al.
`8,850,571 B2
`11 / 2014 Narasimhan et al .
`8 , 881 , 234 B2
`11/2014 Narasimhan et al.
`8,881,234 B2
`8 , 881 , 271 B2 11 / 2014 Butler , II
`11/2014 Butler, II
`8,881,271 B2
`8 , 881 , 282 B1 11 / 2014 Aziz et al .
`8,881,282 B1
`11/2014 Aziz et al.
`8 , 898 , 788 B1 . 11 / 2014 Aziz et al .
`8,898,788 B1
`11/2014 Aziz et al.
`8 , 935 , 779 B2
`1 / 2015 Manni et al .
`8,935,779 B2
`1/2015 Manni et al.
`8 , 949 , 257 B2
`2 / 2015 Shiffer et al .
`8,949,257 B2
`2/2015 Shiffer et al.
`8 , 984 , 638 B1
`3 / 2015 Aziz et al .
`8,984,638 B1
`3/2015 Aziz et al.
`8 , 990 , 939 B2
`3 / 2015 Staniford et al .
`8,990,939 B2
`3/2015 Staniford et al.
`8 , 990 , 944 B1
`3 / 2015 Singh et al .
`8,990,944 B1
`3/2015 Singh et al.
`8 , 997 , 219 B2
`3 / 2015 Staniford et al .
`8,997,219 B2
`3/2015 Staniford et al.
`9 , 009 , 822 B1
`4 / 2015 Ismael et al .
`9,009,822 B1
`4/2015 Ismael et al.
`9 , 009 , 823 B1
`4 / 2015 Ismael et al .
`9,009,823 B1
`4/2015 Ismael et al.
`9 , 027 , 135 B1
`5 / 2015 Aziz
`9,027,135 B1
`5/2015 Aziz
`9 , 071 , 638 B1
`6 / 2015 Aziz et al .
`9,071,638 B1
`6/2015 Aziz et al.
`9 , 104 , 867 B1
`8 / 2015 Thioux et al .
`9,104,867 B1
`8/2015 Thioux et al.
`9 , 106 , 630 B2
`8 / 2015 Frazier et al .
`9,106,630 B2
`8/2015 Frazier et al.
`9 , 106 , 694 B2
`8 / 2015 Aziz et al .
`9,106,694 B2
`8/2015 Aziz et al.
`9 , 118 , 715 B28 / 2015 Staniford et al .
`9,118,715 B2
`8/2015 Staniford et al.
`9 , 159 , 035 B1 10 / 2015 Ismael et al .
`9,159,035 B1
`10/2015 Ismael et al.
`9 , 171 , 160 B2
`10 / 2015 Vincent et al .
`9,171,160 B2
`10/2015 Vincent et al.
`9 , 176 , 843 B1 11 / 2015 Ismael et al .
`9,176,843 B1
`11/2015 Ismael et al.
`9 , 189 , 627 B
`11 / 2015 Islam
`9,189,627 B1
`11/2015 Islam
`9 , 195 , 829 B1 11 / 2015 Goradia et al .
`9,195,829 B1
`11/2015 Goradia et al.
`9 , 197 , 664 B1 11 / 2015 Aziz et al .
`9,197,664 B1
`11/2015 Aziz et al.
`9 , 223 , 972 B112 / 2015 Vincent et al .
`9,223,972 B1
`12/2015 Vincent et al.
`9 , 225 , 740 B1
`12 / 2015 Ismael et al .
`9,225,740 B1
`12/2015 Ismael et al.
`9 , 241 , 010 B1
`1
`/ 2016 Bennett et al .
`9,241,010 B1
`1/2016 Bennett et al.
`9 , 251 , 343 B1
`2 / 2016 Vincent et al .
`9,251,343 B1
`2/2016 Vincent et al.
`9 . 262 . 635 B2
`2 / 2016 Paithane et al .
`9,262,635 B2
`2/2016 Paithane et al.
`9 , 268 , 936 B2
`2 / 2016 Butler
`9,268,936 B2
`2/2016 Butler
`9 , 275 , 229 B2
`3 / 2016 LeMasters
`9,275,229 B2
`3/2016 LeMasters
`9 , 282 , 109 B1
`3 / 2016 Aziz et al .
`9,282,109 B1
`3/2016 Aziz et al.
`9 , 294 , 501 B2
`3 / 2016 Mesdaq et al .
`9,294,501 B2
`3/2016 Mesdaq et al.
`9 , 300 , 686 B2
`3 / 2016 Pidathala et al .
`9,300,686 B2
`3/2016 Pidathala et al.
`9 , 306 , 960 B1
`4 / 2016 Aziz
`9,306,960 B1
`4/2016 Aziz
`9 , 306 , 974 B1
`4 / 2016 Aziz et al .
`9,306,974 B1
`4/2016 Aziz et al.
`9 , 311 , 479 B1
`4 / 2016 Manni et al .
`9,311,479 B1
`4/2016 Manni et al.
`9 , 413 , 781 B28 / 2016 Cunningham et al .
`9,413,781 B2
`8/2016 Cunningham et al.
`9 , 560 , 059 B1 *
`1 / 2017 Islam . . . . . . . . . . . . . . . . . . . . H04L 63 / 123
`9,560,059 Bl* 1/2017 Islam
` H04L 63/123
`2001 / 0005889 AL 6 / 2001 Albrecht
`2001/0005889 Al
`6/2001 Albrecht
`2001 / 0047326 A1 11 / 2001 Broadbent et al .
`2001/0047326 Al
`11/2001 Broadbent et al.
`2002 / 0018903 A1 2 / 2002 Kokubo et al .
`2002/0018903 Al
`2/2002 Kokubo et al.
`2002 / 0038430 AL
`3 / 2002 Edwards et al .
`2002/0038430 Al
`3/2002 Edwards et al.
`2002 / 0091819 Al
`7 / 2002 Melchione et al .
`2002/0091819 Al
`7/2002 Melchione et al.
`2002 / 0095607 AL
`7 / 2002 Lin - Hendel
`2002/0095607 Al
`7/2002 Lin-Hendel
`2002 / 0116627 AL
`8 / 2002 Tarbotton et al .
`2002/0116627 Al
`8/2002 Tarbotton et al.
`2002 / 0144156 AL 10 / 2002 Copeland
`2002/0144156 Al
`10/2002 Copeland
`2002 / 0162015 AL 10 / 2002 Tang
`2002/0162015 Al
`10/2002 Tang
`2002 / 0166063 AL 11 / 2002 Lachman et al .
`2002/0166063 Al
`11/2002 Lachman et al.
`2002 / 0169952 AL 11 / 2002 DiSanto et al .
`2002/0169952 Al
`11/2002 DiSanto et al.
`2002 / 0184528 A1 12 / 2002 Shevenell et al .
`2002/0184528 Al
`12/2002 Shevenell et al.
`2002 / 0188887 Al 12 / 2002 Largman et al .
`2002/0188887 Al
`12/2002 Largman et al.
`2002 / 0194490 Al 12 / 2002 Halperin et al .
`2002/0194490 Al
`12/2002 Halperin et al.
`2003 / 0021728 A1 1 / 2003 Sharpe et al .
`2003/0021728 Al
`1/2003 Sharpe et al.
`2003 / 0074578 A1
`4 / 2003 Ford et al .
`2003/0074578 Al
`4/2003 Ford et al.
`
`2003 / 0084318 AL 5 / 2003 Schertz
`Schertz
`5/2003
`2003/0084318 Al
`2003 / 0101381 Al 5 / 2003 Mateev et al .
`2003/0101381 Al
`5/2003
`Mateev et al.
`2003 / 0115483 A1 6 / 2003 Liang
`2003/0115483 Al
`6/2003
`Liang
`2003 / 0188190 Al 10 / 2003 Aaron et al .
`2003/0188190 Al
`10/2003
`Aaron et al.
`2003 / 0191957 A
`10 / 2003 Hypponen et al .
`2003/0191957 Al
`10/2003 Hypponen et al.
`2003 / 0200460 A1 10 / 2003 Morota et al .
`2003/0200460 Al
`10/2003 Morota et al.
`2003 / 0212902 AL 11 / 2003 van der Made
`2003/0212902 Al
`11/2003 van der Made
`2003 / 0229801 A1 12 / 2003 Kouznetsov et al .
`2003/0229801 Al
`12/2003 Kouznetsov et al.
`2003 / 0237000 AL 12 / 2003 Denton et al .
`2003/0237000 Al
`12/2003 Denton et al.
`2004 / 0003323 Al
`1 / 2004 Bennett et al .
`2004/0003323 Al
`1/2004 Bennett et al.
`2004 / 0006473 A1
`1 / 2004 Mills et al .
`2004/0006473 Al
`1/2004 Mills et al.
`2004 / 0015712 Al
`1 / 2004 Szor
`2004/0015712 Al
`1/2004 Szor
`2004 / 0019832 Al
`1 / 2004 Arnold et al .
`2004/0019832 Al
`1/2004 Arnold et al.
`2004 / 0047356 A1 3 / 2004 Bauer
`2004/0047356 Al
`3/2004 Bauer
`2004 / 0083408 A1 4 / 2004 Spiegel et al .
`2004/0083408 Al
`4/2004 Spiegel et al.
`2004 / 0088581 A1 5 / 2004 Brawn et al .
`2004/0088581 Al
`5/2004 Brawn et al.
`2004 / 0093513 A1 5 / 2004 Cantrell et al .
`2004/0093513 Al
`5/2004 Cantrell et al.
`2004 / 0111531 A1 6 / 2004 Staniford et al .
`2004/0111531 Al
`6/2004 Staniford et al.
`2004 / 0117478 A1 6 / 2004 Triulzi et al .
`2004/0117478 Al
`6/2004 Triulzi et al.
`2004 / 0117624 Al
`6 / 2004 Brandt et al .
`2004/0117624 Al
`6/2004 Brandt et al.
`2004 / 0128355 A1
`7 / 2004 Chao et al .
`2004/0128355 Al
`7/2004 Chao et al.
`2004 / 0165588 Al 8 / 2004 Pandya
`2004/0165588 Al
`8/2004 Pandya
`2004 / 0236963 A1 11 / 2004 Danford et al .
`2004/0236963 Al
`11/2004 Danford et al.
`2004 / 0243349 Al 12 / 2004 Greifeneder et al .
`2004/0243349 Al
`12/2004 Greifeneder et al.
`2004 / 0249911 A112 / 2004 Alkhatib et al .
`2004/0249911 Al
`12/2004 Alkhatib et al.
`2004 / 0255161 Al 12 / 2004 Cavanaugh
`2004/0255161 Al
`12/2004 Cavanaugh
`2004 / 0268147 AL 12 / 2004 Wiederin et al .
`2004/0268147 Al
`12/2004 Wiederin et al.
`2005 / 0005159 AL
`1 / 2005 Oliphant
`2005/0005159 Al
`1/2005 Oliphant
`2005 / 0021740 A1 1 / 2005 Bar et al .
`2005/0021740 Al
`1/2005 Bar et al.
`2005 / 0033960 A1 2 / 2005 Vialen et al .
`2005/0033960 Al
`2/2005 Vialen et al.
`2005 / 0033989 Al 2 / 2005 Poletto et al .
`2005/0033989 Al
`2/2005 Poletto et al.
`2005 / 0050148 A1 3 / 2005 Mohammadioun et al .
`2005/0050148 Al
`3/2005 Mohammadioun et al.
`2005 / 0086523 A1 4 / 2005 Zimmer et al .
`2005/0086523 Al
`4/2005 Zimmer et al.
`2005 / 0091513 Al 4 / 2005 Mitomo et al .
`2005/0091513 Al
`4/2005 Mitomo et al.
`2005 / 0091533 Al 4 / 2005 Omote et al .
`2005/0091533 Al
`4/2005 Omote et al.
`2005 / 0091652 A1 4 / 2005 Ross et al .
`2005/0091652 Al
`4/2005 Ross et al.
`2005 / 0108562 A1 5 / 2005 Khazan et al .
`2005/0108562 Al
`5/2005 Khazan et al.
`2005 / 01 14663 A1 5 / 2005 Cornell et al .
`2005/0114663 Al
`5/2005 Cornell et al.
`2005 / 0125195 A1 6 / 2005 Brendel
`2005/0125195 Al
`6/2005 Brendel
`2005 / 0149726 A1 7 / 2005 Joshi et al .
`2005/0149726 Al
`7/2005 Joshi et al.
`2005 / 0157662 Al 7 / 2005 Bingham et al .
`2005/0157662 Al
`7/2005 Bingham et al.
`2005 / 0183143 A1 8 / 2005 Anderholm et al .
`2005/0183143 Al
`8/2005 Anderholm et al.
`2005 / 0201297 Al 9 / 2005 Peikari
`2005/0201297 Al
`9/2005 Peikari
`2005 / 02 10533 A1
`9 / 2005 Copeland et al .
`2005/0210533 Al
`9/2005 Copeland et al.
`2005 / 0238005 Al 10 / 2005 Chen et al .
`2005/0238005 Al
`10/2005 Chen et al.
`2005 / 0240781 Al 10 / 2005 Gassoway
`2005/0240781 Al
`10/2005 Gassoway
`2005 / 0262562 AL 11 / 2005 Gassoway
`2005/0262562 Al
`11/2005 Gassoway
`2005 / 0265331 A1 12 / 2005 Stolfo
`2005/0265331 Al
`12/2005 Stolfo
`2005 / 0283839 Al 12 / 2005 Cowburn
`2005/0283839 Al
`12/2005 Cowburn
`2006 / 0010495 Al
`1 / 2006 Cohen et al .
`2006/0010495 Al
`1/2006 Cohen et al.
`2006 / 0015416 A1
`1 / 2006 Hoffman et al .
`2006/0015416 Al
`1/2006 Hoffman et al.
`2006 / 0015715 A1
`1 / 2006 Anderson
`2006/0015715 Al
`1/2006 Anderson
`2006 / 0015747 Al
`1 / 2006 Van de Ven
`2006/0015747 Al
`1/2006 Van de Ven
`2006 / 0021029 A1 1 / 2006 Brickell et al .
`2006/0021029 Al
`1/2006 Brickell et al.
`2006 / 0021054 Al
`1 / 2006 Costa et al .
`2006/0021054 Al
`1/2006 Costa et al.
`2006 / 0031476 A1
`2 / 2006 Mathes et al .
`2006/0031476 Al
`2/2006 Mathes et al.
`2006 / 0047665 Al 3 / 2006 Neil
`2006/0047665 Al
`3/2006 Neil
`2006 / 0070130 A1 3 / 2006 Costea et al .
`2006/0070130 Al
`3/2006 Costea et al.
`2006 / 0075496 A1 4 / 2006 Carpenter et al .
`2006/0075496 Al
`4/2006 Carpenter et al.
`2006 / 0095968 A1
`5 / 2006 Portolani et al .
`2006/0095968 Al
`5/2006 Portolani et al.
`2006 / 0101516 A1
`5 / 2006 Sudaharan et al .
`2006/0101516 Al
`5/2006 Sudaharan et al.
`2006 / 0101517 Al 5 / 2006 Banzhof et al .
`2006/0101517 Al
`5/2006 Banzhof et al.
`2006 / 0117385 Al 6 / 2006 Mester et al .
`2006/0117385 Al
`6/2006 Mester et al.
`2006 / 0123477 A1 6 / 2006 Raghavan et al .
`2006/0123477 Al
`6/2006 Raghavan et al.
`2006 / 0143709 A1 6 / 2006 Brooks et al .
`2006/0143709 Al
`6/2006 Brooks et al.
`2006 / 0150249 Al
`7 / 2006 Gassen et al .
`2006/0150249 Al
`7/2006 Gassen et al.
`2006 / 0161983 A1 7 / 2006 Cothrell et al .
`2006/0161983 Al
`7/2006 Cothrell et al.
`2006 / 0161987 Al 7 / 2006 Levy - Yurista
`2006/0161987 Al
`7/2006 Levy-Yurista
`2006 / 0161989 A1
`7 / 2006 Reshef et al .
`2006/0161989 Al
`7/2006 Reshef et al.
`2006 / 0164199 Al 7 / 2006 Gilde et al .
`2006/0164199 Al
`7/2006 Gilde et al.
`2006 / 0173992 A1
`8 / 2006 Weber et al .
`2006/0173992 Al
`8/2006 Weber et al.
`2006 / 0179147 A1 8 / 2006 Tran et al .
`2006/0179147 Al
`8/2006 Tran et al.
`2006 / 0184632 A1 8 / 2006 Marino et al .
`2006/0184632 Al
`8/2006 Marino et al.
`2006 / 0191010 A
`8 / 2006 Benjamin
`2006/0191010 Al
`8/2006 Benjamin
`2006 / 0221956 AL 10 / 2006 Narayan et al .
`2006/0221956 Al
`10/2006 Narayan et al.
`2006 / 0236393 Al 10 / 2006 Kramer et al .
`2006/0236393 Al
`10/2006 Kramer et al.
`2006 / 0242709 A1 10 / 2006 Seinfeld et al .
`2006/0242709 Al
`10/2006 Seinfeld et al.
`2006 / 0248519 A1 11 / 2006 Jaeger et al .
`2006/0248519 Al
`11/2006 Jaeger et al.
`2006 / 0248582 AL 11 / 2006 Panjwani et al .
`2006/0248582 Al
`11/2006 Panjwani et al.
`
`
`
`US 9 , 824 , 216 B1
`US 9,824,216 B1
`Page 4
`Page 4
`
`( 56 )
`(56)
`
`References Cited
`References Cited
`U . S . PATENT DOCUMENTS
`U.S. PATENT DOCUMENTS
`2006 / 0251104 Al 11 / 2006 Koga
`11/2006 Koga
`2006/0251104 Al
`2006 / 0288417 A1 12 / 2006 Bookbinder et al .
`2006/0288417 Al
`12/2006 Bookbinder et al.
`2007 / 0006288 AL
`1 / 2007 Mayfield et al .
`2007/0006288 Al
`1/2007 Mayfield et al.
`2007 / 0006313 A11 / 2007 Porras et al .
`2007/0006313 Al
`1/2007 Porras et al.
`2007 / 0011174 A1
`1 / 2007 Takaragi et al .
`2007/0011174 Al
`1/2007 Takaragi et al.
`2007 / 0016951 A1
`1 / 2007 Piccard et al .
`2007/0016951 Al
`1/2007 Piccard et al.
`2007 / 0019286 A1
`1 / 2007 Kikuchi
`2007/0019286 Al
`1/2007 Kikuchi
`2007 / 0033645 Al 2 / 2007 Jones
`2007/0033645 Al
`2/2007 Jones
`2007 / 0038943 A1 2 / 2007 FitzGerald et al .
`2007/0038943 Al
`2/2007 FitzGerald et al.
`2007 / 0064689 Al
`3 / 2007 Shin et al .
`2007/0064689 Al
`3/2007 Shin et al.
`2007 / 0074169 Al 3 / 2007 Chess et al .
`2007/0074169 Al
`3/2007 Chess et al.
`2007 / 0094730 A1 4 / 2007 Bhikkaji et al .
`2007/0094730 Al
`4/2007 Bhikkaji et al.
`2007 / 0101435 A1 5 / 2007 Konanka et al .
`2007/0101435 Al
`5/2007 Konanka et al.
`2007 / 0128855 Al 6 / 2007 Cho et al .
`2007/0128855 Al
`6/2007 Cho et al.
`2007 / 0142030 A1 6 / 2007 Sinha et al .
`2007/0142030 Al
`6/2007 Sinha et al.
`2007 / 0143827 Al 6 / 2007 Nicodemus et al .
`2007/0143827 Al
`6/2007 Nicodemus et al.
`2007 / 0156895 Al 7 / 2007 Vuong
`2007/0156895 Al
`7/2007 Vuong
`2007 / 0157180 A1 7 / 2007 Tillmann et al .
`2007/0157180 Al
`7/2007 Tillmann et al.
`2007 / 0157306 A1 7 / 2007 Elrod et al .
`2007/0157306 Al
`7/2007 Elrod et al.
`2007 / 0168988 Al
`7 / 2007 Eisner et al .
`2007/0168988 Al
`7/2007 Eisner et al.
`2007 / 0171824 Al
`7 / 2007 Ruello et al .
`2007/0171824 Al
`7/2007 Ruello et al.
`2007 / 0174915 AL
`7 / 2007 Gribble et al .
`2007/0174915 Al
`7/2007 Gribble et al.
`2007 / 0192500 AL
`8 / 2007 Lum
`2007/0192500 Al
`8/2007 Lum
`2007 / 0192858 A1
`8 / 2007 Lum
`2007/0192858 Al
`8/2007 Lum
`2007 / 0198275 Al 8 / 2007 Ma