IP Library Granted Patent US 12,450,177
Granted Patent B2
US 12,450,177 · App. 17/594,780 · Granted Oct 21, 2025

Dynamic buffer management in data-driven intelligent network

Inventors: Abdulla M. Bataineh (Vista, CA); Timothy J. Johnson (Sun Prairie, WI); Jonathan P. Beecroft (Bristol, GB)
Assignee: Hewlett Packard Enterprise Development LP
G06F13/1642G06F9/505G06F9/546G06F12/0862G06F12/1036G06F12/1063G06F13/14G06F13/16G06F13/1673G06F13/28G06F13/385G06F13/4022G06F13/4068G06F13/4221G06F15/17331H04L1/0083H04L43/0876H04L43/10H04L45/02H04L45/021H04L45/028H04L45/122H04L45/123H04L45/125H04L45/16H04L45/20H04L45/22H04L45/24H04L45/38H04L45/42H04L45/46H04L45/566H04L45/70H04L45/745H04L47/11H04L47/12H04L47/122H04L47/18H04L47/20H04L47/22H04L47/24H04L47/2441H04L47/2466H04L47/2483H04L47/30H04L47/32H04L47/323H04L47/34H04L47/39H04L47/52H04L47/621H04L47/6235H04L47/626H04L47/6275H04L47/629H04L47/76H04L47/762H04L47/781H04L47/80H04L49/101H04L49/15H04L49/30H04L49/3009H04L49/3018H04L49/3027H04L49/90H04L49/9005H04L49/9021H04L49/9036H04L49/9047H04L67/1097H04L69/22H04L69/40G06F13/1689G06F2212/50G06F2213/0026G06F2213/3808H04L45/28H04L45/7453H04L69/28
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,450,177
App. No.
17/594,780
Granted
Oct 21, 2025
Kind
B2
Abstract

Systems and methods for dynamic buffer management in switches that facilitate a data-driven intelligent networking system are provided. The system can accommodate dynamic traffic with fast, effective congestion control while providing efficient use of internal input buffer space.

Claims (77)

1. A method for facilitating dynamic buffer management in a switch, the method comprising:

reserving a fixed space of an input buffer for each virtual channel of a physical link;

determining a virtual channel and buffer class associated with a received packet on the physical link;

determining one or more active virtual channels;

determining a virtual channel space limit in a shared space of the input buffer corresponding to the virtual channel associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active virtual channels and a percentage each of the active virtual channels is allowed to take across all possible active virtual channel combinations;

determining one or more active buffer classes;

determining a buffer class space limit in the shared space of the input buffer corresponding to the buffer class associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active buffer classes and a percentage each of the active buffer classes is allowed to take across all possible active buffer classes combinations; and

storing the received packet in the input buffer subject to the virtual channel space limit and buffer class space limit, the determining of the one or more active virtual channels and the one or more active buffer classes being based on one of existence of a request in an age queue or having outstanding credits for link partner input buffer space.

2. The method of claim 1 , further comprising:

determining that storing the received packet in the input buffer meets a predetermined condition based on the determined virtual channel space limit; and

initiating credit based flow control with an upstream switch.

3. The method of claim 1 , further comprising:

determining that storing the received packet in the input buffer meets a predetermined condition based on the determined buffer class space limit; and

initiating credit based flow control with an upstream switch.

4. The method of claim 1 , wherein determining the virtual channel space limit comprises looking up a virtual channel space limit lookup table based on the active virtual channels; and

wherein determining the buffer class space limit comprises looking up a buffer class space limit lookup table based on the active buffer classes.

5. The method of claim 4 ,

wherein an entry in the virtual channel space limit lookup table indicates respective space limits for each active virtual channel; and

wherein an entry in the buffer class space limit lookup table indicates respective space limits for each active buffer class.

6. The method of claim 5 ,

wherein each entry in the virtual channel space limit lookup table indicates a first amount of the shared space that can be used by all active virtual channels; and

wherein each entry in the buffer class space limit lookup table indicates a second amount of the shared space that can be used by all active buffer classes.

7. The method of claim 1 ,

wherein the input buffer comprises a statically allocated space that is associated with the virtual channel and buffer class associated with the received packet; and

wherein the shared space in the input buffer is shared among a number of virtual channels or buffer classes.

8. A switch that facilitates dynamic buffer management, the switch comprising:

an input buffer; and

an input queues logic block coupled to the input buffer, and to:

reserve a fixed space of an input buffer for each virtual channel of a physical link;

determine a virtual channel and buffer class associated with a received packet on the physical link;

determine one or more active virtual channels;

determine a virtual channel space limit in a shared space of the input buffer corresponding to the virtual channel associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active virtual channels and a percentage each of the active virtual channels is allowed to take across all possible active buffer classes combinations;

determine one or more active buffer classes;

determine a buffer class space limit in the shared space of the input buffer corresponding to the buffer class associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active buffer classes and a percentage each of the active buffer classes is allowed to take across all possible active buffer classes combinations; and

store the received packet in the input buffer subject to the virtual channel space limit and buffer class space limit.

9. The switch of claim 8 , wherein the input queues logic block is further to:

determine that storing the received packet in the input buffer meets a predetermined condition based on the determined virtual channel space limit; and

initiate credit based flow control with an upstream switch.

10. The switch of claim 8 , wherein the input queues logic block is further to:

determine that storing the received packet in the input buffer meets a predetermined condition based on the determined buffer class space limit; and

initiate credit based flow control with an upstream switch.

11. The switch of claim 8 , further comprising a virtual channel space limit lookup table and a buffer class space limit table;

wherein while determining the virtual channel space limit, the input queues logic block is further to look up the virtual channel space limit lookup table based on the active virtual channels; and

wherein while determining the buffer class space limit, the input queues logic block is further to look up the buffer class space limit lookup table based on the active buffer classes.

12. The switch of claim 11 , wherein an entry in the virtual channel space limit lookup table indicates respective space limits for each active virtual channel; and

wherein an entry in the buffer class space limit lookup table indicates respective space limits for each active buffer class.

13. The switch of claim 12 ,

wherein each entry in the virtual channel space limit lookup table indicates a first amount of the shared space that can be used by all active virtual channels; and

wherein each entry in the buffer class space limit lookup table indicates a second amount of the shared space that can be used by all active buffer classes.

14. The switch of claim 8 , wherein the input buffer comprises a statically allocated space that is associated with the virtual channel and buffer class associated with the received packet; and

wherein the shared space in the input buffer is shared among a number of virtual channels or buffer classes.

15. A network system, comprising:

a number of interconnected switches, wherein a respective switch comprises:

an input buffer; and

an input queues logic block coupled to the input buffer, and to:

reserve a fixed space of the input buffer for each virtual channel of a physical link;

determine a virtual channel and buffer class associated with a received packet on the physical link;

determine one or more active virtual channels;

determine a virtual channel space limit in a shared space in the input buffer corresponding to the virtual channel associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active virtual channels and a percentage each of the active virtual channels is allowed to take across all possible active buffer classes combinations;

determine one or more active buffer classes;

determine a buffer class space limit in the shared space of the input buffer corresponding to the buffer class associated with the received packet by calculating a total amount of dynamic space in the input buffer available to the active buffer classes and a percentage each of the active buffer classes is allowed to take across all possible active buffer classes combinations; and

store the received packet in the input buffer subject to the virtual channel space limit and buffer class space limit, the determination of the one or more active virtual channels and the one or more active buffer classes being based on one of existence of a request in an age queue or having outstanding credits for link partner input buffer space.

16. The network system of claim 15 , wherein the input queues logic block is further to:

determine that storing the received packet in the input buffer meets a predetermined condition based on the determined virtual channel space limit; and

initiate credit based flow control with an upstream switch.

17. The network system of claim 15 , wherein the input queues logic block is further to:

determine that storing the received packet in the input buffer meets a predetermined condition based on the determined buffer class space limit; and

initiate credit based flow control with an upstream switch.

18. The network system of claim 15 , wherein the respective switch further comprises a virtual channel space limit lookup table and a buffer class space limit table;

wherein while determining the virtual channel space limit, the input queues logic block is further to look up the virtual channel space limit lookup table based on the active virtual channels; and

wherein while determining the buffer class space limit, the input queues logic block is further to look up the buffer class space limit lookup table based on the active buffer classes.

19. The network system of claim 18 , wherein an entry in the virtual channel space limit lookup table indicates respective space limits for each active virtual channel; and

wherein an entry in the buffer class space limit lookup table indicates respective space limits for each active buffer class.

20. The network system of claim 19 , wherein each entry in the virtual channel space limit lookup table indicates a first amount of the shared space that can be used by all active virtual channels; and

wherein each entry in the buffer class space limit lookup table indicates a second amount of the shared space that can be used by all active buffer classes.

21. The network system of claim 15 , wherein the input buffer comprises a statically allocated space that is associated with the virtual channel and buffer class associated with the received packet; and

wherein the shared space in the input buffer is shared among a number of virtual channels or buffer classes.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 9, 2021
From: CRAY INC.
To: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Reel/Frame 058731/0736 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 29, 2021
From: BATAINEH, ABDULLA M.; JOHNSON, TIMOTHY J.; BEECROFT, JONATHAN P.
To: CRAY INC.
Reel/Frame 057958/0026 →
Continuity (4)
Provisional Application 62852273 · May 23, 2019
Provisional Application 62852203 · May 23, 2019
Provisional Application 62852289 · May 23, 2019
Related Publication 20220200923A1 · Jun 23, 2022
References Cited (400)
US 4807118A · Lin et al. · 1989 [cited by applicant]
US 5138615A · Lamport et al. · 1992 [cited by applicant]
US 5457687A · Newman · 1995 [cited by applicant]
US 5937436A · Watkins · 1999 [cited by applicant]
US 5960178A · Cochinwala et al. · 1999 [cited by applicant]
US 5970232A · Passint et al. · 1999 [cited by applicant]
US 5983332A · Watkins · 1999 [cited by applicant]
US 6112265A · Harriman et al. · 2000 [cited by applicant]
US 6230252B1 · Passint et al. · 2001 [cited by applicant]
US 6246682B1 · Roy et al. · 2001 [cited by applicant]
US 6493347B2 · Sindhu et al. · 2002 [cited by applicant]
US 6545981B1 · Garcia et al. · 2003 [cited by applicant]
US 6633580B1 · Toerudbakken et al. · 2003 [cited by applicant]
US 6674720B1 · Passint et al. · 2004 [cited by applicant]
US 6714553B1 · Poole et al. · 2004 [cited by applicant]
US 6728211B1 · Peris et al. · 2004 [cited by applicant]
US 6732212B2 · Sugahara et al. · 2004 [cited by applicant]
US 6735173B1 · Lenoski et al. · 2004 [cited by applicant]
US 6894974B1 · Aweva et al. · 2005 [cited by applicant]
US 7023856B1 · Washabaugh et al. · 2006 [cited by applicant]
US 7133940B2 · Blightman et al. · 2006 [cited by applicant]
US 7218637B1 · Best et al. · 2007 [cited by applicant]
US 7269180B2 · Bly et al. · 2007 [cited by applicant]
US 7305487B2 · Blumrich et al. · 2007 [cited by applicant]
US 7337285B2 · Tanoue · 2008 [cited by applicant]
US 7397797B2 · Alfieri et al. · 2008 [cited by applicant]
US 7430559B2 · Lomet · 2008 [cited by applicant]
US 7441006B2 · Biran et al. · 2008 [cited by applicant]
US 7464174B1 · Ngai · 2008 [cited by applicant]
US 7483442B1 · Torudbakken et al. · 2009 [cited by applicant]
US 7562168B1 · Yifrach · 2009 [cited by examiner]
US 7562366B2 · Pope et al. · 2009 [cited by applicant]
US 7593329B2 · Kwan et al. · 2009 [cited by applicant]
US 7596628B2 · Aloni et al. · 2009 [cited by applicant]
US 7620791B1 · Wentzlaff et al. · 2009 [cited by applicant]
US 7633869B1 · Morris et al. · 2009 [cited by applicant]
US 7639616B1 · Manula et al. · 2009 [cited by applicant]
US 7734894B1 · Wentzlaff et al. · 2010 [cited by applicant]
US 7774461B2 · Tanaka et al. · 2010 [cited by applicant]
US 7782869B1 · Chitlur Srinivasa · 2010 [cited by applicant]
US 7796579B2 · Bruss · 2010 [cited by applicant]
US 7856026B1 · Finan et al. · 2010 [cited by applicant]
US 7933282B1 · Gupta et al. · 2011 [cited by applicant]
US 7953002B2 · Opsasnick · 2011 [cited by applicant]
US 7975120B2 · Sabbatini, Jr. et al. · 2011 [cited by applicant]
US 8014278B1 · Subramanian et al. · 2011 [cited by applicant]
US 8023521B2 · Woo et al. · 2011 [cited by applicant]
US 8050180B2 · Judd · 2011 [cited by applicant]
US 8077606B1 · Litwack · 2011 [cited by applicant]
US 8103788B1 · Miranda · 2012 [cited by examiner]
US 8160085B2 · Voruganti et al. · 2012 [cited by applicant]
US 8175107B1 · Yalagandula et al. · 2012 [cited by applicant]
US 8249072B2 · Sugumar et al. · 2012 [cited by applicant]
US 8281013B2 · Mundkur et al. · 2012 [cited by applicant]
US 8352727B2 · Chen et al. · 2013 [cited by applicant]
US 8353003B2 · Noehring et al. · 2013 [cited by applicant]
US 8443151B2 · Tang et al. · 2013 [cited by applicant]
US 8473783B2 · Andrade et al. · 2013 [cited by applicant]
US 8543534B2 · Alves et al. · 2013 [cited by applicant]
US 8619793B2 · Lavian et al. · 2013 [cited by applicant]
US 8626957B2 · Blumrich et al. · 2014 [cited by applicant]
US 8650582B2 · Archer et al. · 2014 [cited by applicant]
US 8706832B2 · Blocksome · 2014 [cited by applicant]
US 8719543B2 · Kaminski et al. · 2014 [cited by applicant]
US 8811183B1 · Anand et al. · 2014 [cited by applicant]
US 8948175B2 · Bly et al. · 2015 [cited by applicant]
US 8971345B1 · McCanne · 2015 [cited by examiner]
US 9001663B2 · Attar et al. · 2015 [cited by applicant]
US 9053012B1 · Northcott et al. · 2015 [cited by applicant]
US 9088496B2 · Vaidya et al. · 2015 [cited by applicant]
US 9094327B2 · Jacobs et al. · 2015 [cited by applicant]
US 9178782B2 · Matthews et al. · 2015 [cited by applicant]
US 9208071B2 · Talagala et al. · 2015 [cited by applicant]
US 9218278B2 · Talagala et al. · 2015 [cited by applicant]
US 9231876B2 · Mir et al. · 2016 [cited by applicant]
US 9231888B2 · Bogdanski et al. · 2016 [cited by applicant]
US 9239804B2 · Kegel et al. · 2016 [cited by applicant]
US 9269438B2 · Nachimuthu et al. · 2016 [cited by applicant]
US 9276864B1 · Pradeep · 2016 [cited by applicant]
US 9436651B2 · Underwood et al. · 2016 [cited by applicant]
US 9455915B2 · Sinha et al. · 2016 [cited by applicant]
US 9460178B2 · Bashyam et al. · 2016 [cited by applicant]
US 9479426B2 · Munger et al. · 2016 [cited by applicant]
US 9496991B2 · Plamondon et al. · 2016 [cited by applicant]
US 9544234B1 · Markine · 2017 [cited by applicant]
US 9548924B2 · Pettit et al. · 2017 [cited by applicant]
US 9594521B2 · Blagodurov et al. · 2017 [cited by applicant]
US 9635121B2 · Mathew et al. · 2017 [cited by applicant]
US 9742855B2 · Shuler et al. · 2017 [cited by applicant]
US 9762488B2 · Previdi et al. · 2017 [cited by applicant]
US 9762497B2 · Kishore et al. · 2017 [cited by applicant]
US 9830273B2 · Bk et al. · 2017 [cited by applicant]
US 9838500B1 · Ilan et al. · 2017 [cited by applicant]
US 9853900B1 · Mula et al. · 2017 [cited by applicant]
US 9887923B2 · Chorafakis et al. · 2018 [cited by applicant]
US 10003544B2 · Liu et al. · 2018 [cited by applicant]
US 10009270B1 · Stark et al. · 2018 [cited by applicant]
US 10031857B2 · Menachem et al. · 2018 [cited by applicant]
US 10050896B2 · Yang et al. · 2018 [cited by applicant]
US 10061613B1 · Brooker et al. · 2018 [cited by applicant]
US 10063481B1 · Jiang et al. · 2018 [cited by applicant]
US 10089220B1 · Mckelvie et al. · 2018 [cited by applicant]
US 10169060B1 · Vincent et al. · 2019 [cited by applicant]
US 10178035B2 · Dillon · 2019 [cited by applicant]
US 10200279B1 · Aljaedi · 2019 [cited by applicant]
US 10218634B2 · Aldebert et al. · 2019 [cited by applicant]
US 10270700B2 · Burnette et al. · 2019 [cited by applicant]
US 10305772B2 · Zur et al. · 2019 [cited by applicant]
US 10331590B2 · Macnamara et al. · 2019 [cited by applicant]
US 10353833B2 · Hagspiel et al. · 2019 [cited by applicant]
US 10454835B2 · Contavalli et al. · 2019 [cited by applicant]
US 10498672B2 · Graham et al. · 2019 [cited by applicant]
US 10567307B2 · Fairhurst et al. · 2020 [cited by applicant]
US 10728173B1 · Agrawal et al. · 2020 [cited by applicant]
US 10802828B1 · Volpe et al. · 2020 [cited by applicant]
US 10817502B2 · Talagala et al. · 2020 [cited by applicant]
US 11128561B1 · Matthews et al. · 2021 [cited by applicant]
US 11271869B1 · Agrawal et al. · 2022 [cited by applicant]
US 11416749B2 · Bshara et al. · 2022 [cited by applicant]
US 11444886B1 · Stawitzky et al. · 2022 [cited by applicant]
US 20010010692A1 · Sindhu et al. · 2001 [cited by applicant]
US 20010047438A1 · Forin · 2001 [cited by applicant]
US 20020174279A1 · Wynne et al. · 2002 [cited by applicant]
US 20030016808A1 · Hu et al. · 2003 [cited by applicant]
US 20030026267A1 · Oberman · 2003 [cited by examiner]
US 20030041168A1 · Musoll · 2003 [cited by applicant]
US 20030110455A1 · Baumgartner et al. · 2003 [cited by applicant]
US 20030174711A1 · Shankar · 2003 [cited by applicant]
US 20030200363A1 · Futral · 2003 [cited by applicant]
US 20030223420A1 · Ferolito · 2003 [cited by applicant]
US 20040008716A1 · Stiliadis · 2004 [cited by applicant]
US 20040059828A1 · Hooper et al. · 2004 [cited by applicant]
US 20040095882A1 · Hamzah et al. · 2004 [cited by applicant]
US 20040133634A1 · Luke et al. · 2004 [cited by applicant]
US 20040223452A1 · Santos et al. · 2004 [cited by applicant]
US 20050021837A1 · Haselhorst et al. · 2005 [cited by applicant]
US 20050047334A1 · Paul et al. · 2005 [cited by applicant]
US 20050058130A1 · Christ · 2005 [cited by examiner]
US 20050088969A1 · Carlsen et al. · 2005 [cited by applicant]
US 20050091396A1 · Nilakantan et al. · 2005 [cited by applicant]
US 20050108444A1 · Flauaus et al. · 2005 [cited by applicant]
US 20050108518A1 · Pandya · 2005 [cited by applicant]
US 20050152274A1 · Simpson · 2005 [cited by applicant]
US 20050182854A1 · Pinkerton et al. · 2005 [cited by applicant]
US 20050270974A1 · Mayhew · 2005 [cited by applicant]
US 20050270976A1 · Yang et al. · 2005 [cited by applicant]
US 20060023705A1 · Zoranovic et al. · 2006 [cited by applicant]
US 20060050632A1 · Griggs · 2006 [cited by examiner]
US 20060056292A1 · Mayhew · 2006 [cited by examiner]
US 20060067347A1 · Naik et al. · 2006 [cited by applicant]
US 20060075480A1 · Noehring et al. · 2006 [cited by applicant]
US 20060174251A1 · Pope et al. · 2006 [cited by applicant]
US 20060203728A1 · Kwan et al. · 2006 [cited by applicant]
US 20070061433A1 · Reynolds et al. · 2007 [cited by applicant]
US 20070070901A1 · Aloni et al. · 2007 [cited by applicant]
US 20070198804A1 · Moyer · 2007 [cited by applicant]
US 20070211746A1 · Oshikiri · 2007 [cited by examiner]
US 20070242611A1 · Archer et al. · 2007 [cited by applicant]
US 20070268825A1 · Corwin et al. · 2007 [cited by applicant]
US 20080013453A1 · Chiang et al. · 2008 [cited by applicant]
US 20080013549A1 · Okagawa et al. · 2008 [cited by applicant]
US 20080071757A1 · Ichiriu et al. · 2008 [cited by applicant]
US 20080084864A1 · Archer et al. · 2008 [cited by applicant]
US 20080091915A1 · Moertl et al. · 2008 [cited by applicant]
US 20080147881A1 · Krishnamurthy et al. · 2008 [cited by applicant]
US 20080159138A1 · Shepherd et al. · 2008 [cited by applicant]
US 20080189522A1 · Meil · 2008 [cited by examiner]
US 20080253289A1 · Naven et al. · 2008 [cited by applicant]
US 20090003212A1 · Kwan et al. · 2009 [cited by applicant]
US 20090010157A1 · Holmes et al. · 2009 [cited by applicant]
US 20090013175A1 · Elliott · 2009 [cited by applicant]
US 20090055496A1 · Garg et al. · 2009 [cited by applicant]
US 20090092046A1 · Naven et al. · 2009 [cited by applicant]
US 20090141621A1 · Fan et al. · 2009 [cited by applicant]
US 20090198958A1 · Arimilli et al. · 2009 [cited by applicant]
US 20090259713A1 · Blumrich et al. · 2009 [cited by applicant]
US 20090285222A1 · Hoover et al. · 2009 [cited by applicant]
US 20100061241A1 · Sindhu et al. · 2010 [cited by applicant]
US 20100169608A1 · Kuo et al. · 2010 [cited by applicant]
US 20100172260A1 · Kwan et al. · 2010 [cited by applicant]
US 20100183024A1 · Gupta · 2010 [cited by applicant]
US 20100220595A1 · Petersen · 2010 [cited by applicant]
US 20100274876A1 · Kagan et al. · 2010 [cited by applicant]
US 20100302942A1 · Shankar et al. · 2010 [cited by applicant]
US 20100316053A1 · Miyoshi et al. · 2010 [cited by applicant]
US 20110051724A1 · Scott et al. · 2011 [cited by applicant]
US 20110066824A1 · Bestler · 2011 [cited by applicant]
US 20110072179A1 · Lacroute et al. · 2011 [cited by applicant]
US 20110099326A1 · Jung et al. · 2011 [cited by applicant]
US 20110110383A1 · Yang et al. · 2011 [cited by applicant]
US 20110128959A1 · Bando et al. · 2011 [cited by applicant]
US 20110158096A1 · Leung et al. · 2011 [cited by applicant]
US 20110158248A1 · Vorunganti et al. · 2011 [cited by applicant]
US 20110164496A1 · Loh et al. · 2011 [cited by applicant]
US 20110173370A1 · Jacobs et al. · 2011 [cited by applicant]
US 20110264822A1 · Ferguson et al. · 2011 [cited by applicant]
US 20110276699A1 · Pedersen · 2011 [cited by examiner]
US 20110280125A1 · Jayakumar · 2011 [cited by examiner]
US 20110320724A1 · Mejdrich et al. · 2011 [cited by applicant]
US 20120093505A1 · Yeap et al. · 2012 [cited by applicant]
US 20120102506A1 · Hopmann et al. · 2012 [cited by applicant]
US 20120117423A1 · Andrade et al. · 2012 [cited by applicant]
US 20120137075A1 · Vorbach · 2012 [cited by applicant]
US 20120144064A1 · Parker et al. · 2012 [cited by applicant]
US 20120144065A1 · Parker et al. · 2012 [cited by applicant]
US 20120147752A1 · Ashwood-Smith et al. · 2012 [cited by applicant]
US 20120170462A1 · Sinha · 2012 [cited by applicant]
US 20120170575A1 · Mehra · 2012 [cited by applicant]
US 20120213118A1 · Lindsay et al. · 2012 [cited by applicant]
US 20120250512A1 · Jagadeeswaran et al. · 2012 [cited by applicant]
US 20120287821A1 · Godfrey et al. · 2012 [cited by applicant]
US 20120297083A1 · Ferguson et al. · 2012 [cited by applicant]
US 20120300669A1 · Zahavi · 2012 [cited by applicant]
US 20120314707A1 · Epps et al. · 2012 [cited by applicant]
US 20130010636A1 · Regula · 2013 [cited by applicant]
US 20130039169A1 · Schlansker et al. · 2013 [cited by applicant]
US 20130060944A1 · Archer et al. · 2013 [cited by applicant]
US 20130103777A1 · Kagan et al. · 2013 [cited by applicant]
US 20130121178A1 · Mainaud et al. · 2013 [cited by applicant]
US 20130136090A1 · Liu et al. · 2013 [cited by applicant]
US 20130182704A1 · Jacobs et al. · 2013 [cited by applicant]
US 20130194927A1 · Yamaguchi et al. · 2013 [cited by applicant]
US 20130203422A1 · Masputra et al. · 2013 [cited by applicant]
US 20130205002A1 · Wang et al. · 2013 [cited by applicant]
US 20130208593A1 · Nandagopal · 2013 [cited by applicant]
US 20130246552A1 · Underwood et al. · 2013 [cited by applicant]
US 20130290673A1 · Archer et al. · 2013 [cited by applicant]
US 20130301645A1 · Bogdanski et al. · 2013 [cited by applicant]
US 20130304988A1 · Totolos et al. · 2013 [cited by applicant]
US 20130311525A1 · Neerincx et al. · 2013 [cited by applicant]
US 20130329577A1 · Suzuki et al. · 2013 [cited by applicant]
US 20130336164A1 · Yang et al. · 2013 [cited by applicant]
US 20140019661A1 · Hormuth et al. · 2014 [cited by applicant]
US 20140032695A1 · Michels et al. · 2014 [cited by applicant]
US 20140036680A1 · Lih · 2014 [cited by examiner]
US 20140064082A1 · Yeung et al. · 2014 [cited by applicant]
US 20140095753A1 · Crupnicoff et al. · 2014 [cited by applicant]
US 20140098675A1 · Frost et al. · 2014 [cited by applicant]
US 20140119367A1 · Han et al. · 2014 [cited by applicant]
US 20140122560A1 · Ramey et al. · 2014 [cited by applicant]
US 20140129664A1 · Mcdaniel et al. · 2014 [cited by applicant]
US 20140133292A1 · Yamatsu et al. · 2014 [cited by applicant]
US 20140136646A1 · Tamir et al. · 2014 [cited by applicant]
US 20140169173A1 · Naouri et al. · 2014 [cited by applicant]
US 20140185621A1 · Decusatis et al. · 2014 [cited by applicant]
US 20140189174A1 · Ajanovic · 2014 [cited by examiner]
US 20140207881A1 · Nussle et al. · 2014 [cited by applicant]
US 20140211804A1 · Makikeni et al. · 2014 [cited by applicant]
US 20140226488A1 · Shamis et al. · 2014 [cited by applicant]
US 20140241164A1 · Cociglio et al. · 2014 [cited by applicant]
US 20140258438A1 · Ayoub · 2014 [cited by applicant]
US 20140301390A1 · Scott et al. · 2014 [cited by applicant]
US 20140307554A1 · Basso et al. · 2014 [cited by applicant]
US 20140325013A1 · Tamir et al. · 2014 [cited by applicant]
US 20140328172A1 · Kumar et al. · 2014 [cited by applicant]
US 20140347997A1 · Bergamasco et al. · 2014 [cited by applicant]
US 20140362698A1 · Arad · 2014 [cited by applicant]
US 20140369360A1 · Carlstrom · 2014 [cited by applicant]
US 20140379847A1 · Williams · 2014 [cited by applicant]
US 20150003247A1 · Mejia et al. · 2015 [cited by applicant]
US 20150006849A1 · Xu et al. · 2015 [cited by applicant]
US 20150009823A1 · Ganga · 2015 [cited by examiner]
US 20150026361A1 · Matthews et al. · 2015 [cited by applicant]
US 20150029848A1 · Jain · 2015 [cited by applicant]
US 20150055476A1 · Decusatis et al. · 2015 [cited by applicant]
US 20150055661A1 · Boucher et al. · 2015 [cited by applicant]
US 20150067095A1 · Gopal et al. · 2015 [cited by applicant]
US 20150089495A1 · Persson et al. · 2015 [cited by applicant]
US 20150103667A1 · Elias et al. · 2015 [cited by applicant]
US 20150124826A1 · Edsall et al. · 2015 [cited by applicant]
US 20150146527A1 · Kishore et al. · 2015 [cited by applicant]
US 20150154004A1 · Aggarwal · 2015 [cited by applicant]
US 20150161064A1 · Pope · 2015 [cited by applicant]
US 20150180782A1 · Rimmer et al. · 2015 [cited by applicant]
US 20150186318A1 · Kim et al. · 2015 [cited by applicant]
US 20150193262A1 · Archer et al. · 2015 [cited by applicant]
US 20150195388A1 · Snyder et al. · 2015 [cited by applicant]
US 20150208145A1 · Parker et al. · 2015 [cited by applicant]
US 20150220449A1 · Stark et al. · 2015 [cited by applicant]
US 20150237180A1 · Swartzentruber et al. · 2015 [cited by applicant]
US 20150244617A1 · Nakil et al. · 2015 [cited by applicant]
US 20150244804A1 · Warfield et al. · 2015 [cited by applicant]
US 20150261434A1 · Kagan et al. · 2015 [cited by applicant]
US 20150263955A1 · Talaski et al. · 2015 [cited by applicant]
US 20150263994A1 · Haramaty et al. · 2015 [cited by applicant]
US 20150288626A1 · Aybay · 2015 [cited by applicant]
US 20150365337A1 · Pannell · 2015 [cited by applicant]
US 20150370586A1 · Cooper et al. · 2015 [cited by applicant]
US 20160006664A1 · Sabato et al. · 2016 [cited by applicant]
US 20160012002A1 · Arimilli et al. · 2016 [cited by applicant]
US 20160028613A1 · Haramaty et al. · 2016 [cited by applicant]
US 20160065455A1 · Wang et al. · 2016 [cited by applicant]
US 20160094450A1 · Ghanwani et al. · 2016 [cited by applicant]
US 20160134518A1 · Callon et al. · 2016 [cited by applicant]
US 20160134535A1 · Callon · 2016 [cited by applicant]
US 20160134559A1 · Abel et al. · 2016 [cited by applicant]
US 20160134573A1 · Gagliardi et al. · 2016 [cited by applicant]
US 20160142318A1 · Beecroft · 2016 [cited by applicant]
US 20160154756A1 · Dodson et al. · 2016 [cited by applicant]
US 20160182383A1 · Pedersen · 2016 [cited by examiner]
US 20160205023A1 · Janardhanan · 2016 [cited by applicant]
US 20160226797A1 · Aravinthan et al. · 2016 [cited by applicant]
US 20160254991A1 · Eckert et al. · 2016 [cited by applicant]
US 20160259394A1 · Ragavan · 2016 [cited by examiner]
US 20160283422A1 · Crupnicoff et al. · 2016 [cited by applicant]
US 20160285545A1 · Schmidtke et al. · 2016 [cited by applicant]
US 20160285677A1 · Kashyap et al. · 2016 [cited by applicant]
US 20160294694A1 · Parker et al. · 2016 [cited by applicant]
US 20160294926A1 · Zur et al. · 2016 [cited by applicant]
US 20160301610A1 · Amit et al. · 2016 [cited by applicant]
US 20160344620A1 · G. Santos et al. · 2016 [cited by applicant]
US 20160381189A1 · Caulfield et al. · 2016 [cited by applicant]
US 20170024263A1 · Verplanken · 2017 [cited by applicant]
US 20170039063A1 · Gopal et al. · 2017 [cited by applicant]
US 20170041239A1 · Goldenberg et al. · 2017 [cited by applicant]
US 20170048144A1 · Liu · 2017 [cited by applicant]
US 20170054633A1 · Underwood et al. · 2017 [cited by applicant]
US 20170091108A1 · Arellano et al. · 2017 [cited by applicant]
US 20170097840A1 · Bridgers · 2017 [cited by applicant]
US 20170103108A1 · Datta et al. · 2017 [cited by applicant]
US 20170118090A1 · Pettit et al. · 2017 [cited by applicant]
US 20170118098A1 · Littlejohn et al. · 2017 [cited by applicant]
US 20170153852A1 · Ma et al. · 2017 [cited by applicant]
US 20170177541A1 · Berman et al. · 2017 [cited by applicant]
US 20170220500A1 · Tong · 2017 [cited by applicant]
US 20170237654A1 · Turner et al. · 2017 [cited by applicant]
US 20170237671A1 · Rimmer · 2017 [cited by examiner]
US 20170242753A1 · Sherlock et al. · 2017 [cited by applicant]
US 20170250914A1 · Caulfield et al. · 2017 [cited by applicant]
US 20170251394A1 · Johansson et al. · 2017 [cited by applicant]
US 20170270051A1 · Chen et al. · 2017 [cited by applicant]
US 20170272331A1 · Lissack · 2017 [cited by applicant]
US 20170272370A1 · Ganga · 2017 [cited by examiner]
US 20170286316A1 · Doshi et al. · 2017 [cited by applicant]
US 20170289066A1 · Haramaty et al. · 2017 [cited by applicant]
US 20170295098A1 · Watkins et al. · 2017 [cited by applicant]
US 20170324664A1 · Xu et al. · 2017 [cited by applicant]
US 20170371778A1 · Mckelvie et al. · 2017 [cited by applicant]
US 20180004705A1 · Menachem et al. · 2018 [cited by applicant]
US 20180019948A1 · Patwardhan et al. · 2018 [cited by applicant]
US 20180026878A1 · Zahavi et al. · 2018 [cited by applicant]
US 20180077064A1 · Wang · 2018 [cited by applicant]
US 20180083868A1 · Cheng · 2018 [cited by applicant]
US 20180097645A1 · Rajagopalan et al. · 2018 [cited by applicant]
US 20180097912A1 · Chumbalkar et al. · 2018 [cited by applicant]
US 20180113618A1 · Chan et al. · 2018 [cited by applicant]
US 20180115469A1 · Erickson et al. · 2018 [cited by applicant]
US 20180131602A1 · Civanlar et al. · 2018 [cited by applicant]
US 20180131678A1 · Agarwal et al. · 2018 [cited by applicant]
US 20180150374A1 · Ratcliff · 2018 [cited by applicant]
US 20180152317A1 · Chang et al. · 2018 [cited by applicant]
US 20180152357A1 · Natham et al. · 2018 [cited by applicant]
US 20180157604A1 · Tietz · 2018 [cited by examiner]
US 20180173557A1 · Nakil et al. · 2018 [cited by applicant]
US 20180183724A1 · Callard et al. · 2018 [cited by applicant]
US 20180191609A1 · Caulfield et al. · 2018 [cited by applicant]
US 20180198736A1 · Labonte et al. · 2018 [cited by applicant]
US 20180212876A1 · Bacthu et al. · 2018 [cited by applicant]
US 20180212902A1 · Steinmacher-Burow · 2018 [cited by applicant]
US 20180219804A1 · Graham et al. · 2018 [cited by applicant]
US 20180225238A1 · Karguth et al. · 2018 [cited by applicant]
US 20180234343A1 · Zdornov et al. · 2018 [cited by applicant]
US 20180254945A1 · Bogdanski et al. · 2018 [cited by applicant]
US 20180260324A1 · Marathe et al. · 2018 [cited by applicant]
US 20180278540A1 · Shalev et al. · 2018 [cited by applicant]
US 20180287928A1 · Levi et al. · 2018 [cited by applicant]
US 20180323898A1 · Dods · 2018 [cited by applicant]
US 20180335974A1 · Simionescu et al. · 2018 [cited by applicant]
US 20180341494A1 · Sood et al. · 2018 [cited by applicant]
US 20190007349A1 · Wang et al. · 2019 [cited by applicant]
US 20190018808A1 · Beard et al. · 2019 [cited by applicant]
US 20190036771A1 · Sharpless et al. · 2019 [cited by applicant]
US 20190042337A1 · Dinan et al. · 2019 [cited by applicant]
US 20190042518A1 · Marolia · 2019 [cited by examiner]
US 20190044809A1 · Willis et al. · 2019 [cited by applicant]
US 20190044827A1 · Ganapathi et al. · 2019 [cited by applicant]
US 20190044863A1 · Mula et al. · 2019 [cited by applicant]
US 20190044872A1 · Ganapathi et al. · 2019 [cited by applicant]
US 20190044875A1 · Murty et al. · 2019 [cited by applicant]
US 20190052327A1 · Motozuka et al. · 2019 [cited by applicant]
US 20190058663A1 · Song · 2019 [cited by applicant]
US 20190068501A1 · Schneider et al. · 2019 [cited by applicant]
US 20190081903A1 · Kobayashi et al. · 2019 [cited by applicant]
US 20190095134A1 · Li · 2019 [cited by applicant]
US 20190104057A1 · Goel et al. · 2019 [cited by applicant]
US 20190104206A1 · Goel et al. · 2019 [cited by applicant]
US 20190108106A1 · Aggarwal et al. · 2019 [cited by applicant]
US 20190108332A1 · Glew et al. · 2019 [cited by applicant]
US 20190109791A1 · Mehra et al. · 2019 [cited by applicant]
US 20190121781A1 · Kasichainula · 2019 [cited by examiner]
US 20190140979A1 · Levi et al. · 2019 [cited by applicant]
US 20190146477A1 · Cella et al. · 2019 [cited by applicant]
US 20190171612A1 · Shahar et al. · 2019 [cited by applicant]
US 20190196982A1 · Rozas et al. · 2019 [cited by applicant]
US 20190199646A1 · Singh et al. · 2019 [cited by applicant]
US 20190253354A1 · Caulfield · 2019 [cited by examiner]
US 20190280978A1 · Schmatz et al. · 2019 [cited by applicant]
US 20190294575A1 · Dennison et al. · 2019 [cited by applicant]
US 20190306134A1 · Shanbhogue et al. · 2019 [cited by applicant]
US 20190332314A1 · Zhang et al. · 2019 [cited by applicant]
Cited By (1)
US 12,634,241