IP Library › Granted Patent US 12,395,573
Granted Patent B1
US 12,395,573 · App. 18/229,377 · Granted Aug 19, 2025

Monitoring communications in a containerized environment

Inventors: Rakesh Sachdeva (Santa Clara, CA); Vikram Kapoor (Cupertino, CA)
Assignee: Fortinet, Inc.
H04L69/22G06F9/45558H04L41/046H04L41/142H04L67/01G06F2009/45595
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 12,395,573
App. No.
18/229,377
Granted
Aug 19, 2025
Kind
B1
Abstract

In some embodiments, a data platform receives a first set of connection information collected from a first machine in a cloud environment, receives a second set of connection information collected from a second machine in the cloud environment, identifies, based on the first set of connection information and the second set of connection information, a pod-to-pod communication from a source pod on the first machine to a destination pod on the second machine, and generates a graph that includes a plurality of nodes representing a plurality of pods and a plurality of edges interconnecting the plurality of nodes and representing communications between the plurality of pods, wherein the graph represents the pod-to-pod communication from the source pod on the first machine to the destination pod on the second machine.

Claims (32)

1. A method comprising:

receiving, by a data platform, a first set of connection information collected from a first machine in a cloud environment, wherein the first set of connection information includes a first set of tuples of source Internet Protocol (IP) addresses, service ports, and destination ports collected by a first local agent running on the first machine from a viewpoint of the first local agent;

receiving, by the data platform, a second set of connection information collected from a second machine in the cloud environment, wherein the second set of connection information includes a second set of tuples of source IP addresses, service ports, and destination ports collected by a second local agent running on the second machine from a viewpoint of the second local agent;

identifying, by the data platform and based on the first set of connection information and the second set of connection information, a pod-to-pod communication from a source pod on the first machine to a destination pod on the second machine by matching a first half of a connection from the source pod to the destination pod within the first set of connection information to a second half of the connection within the second set of connection information, wherein the first set of connection information indicates the source pod but not the destination pod; and

generating, by the data platform, a graph that includes a plurality of nodes representing a plurality of pods and a plurality of edges interconnecting the plurality of nodes and representing communications between the plurality of pods, wherein the graph represents the pod-to-pod communication from the source pod on the first machine to the destination pod on the second machine.

2. The method of claim 1 , wherein the second set of connection information indicates the destination pod.

3. The method of claim 1 , wherein the graph comprises a pod-to-pod communication graph.

4. The method of claim 1 , wherein the source pod is an abstraction of a set of one or more containerized applications deployed on the first machine.

5. The method of claim 1 , wherein the pod-to-pod communication comprises a communication from a client application in the source pod to an application server in the destination pod.

6. The method of claim 1 , wherein generating the graph comprises adding an edge representing the pod-to-pod communication to the graph.

7. The method of claim 6 , further comprising generating, by the data platform, an alert based on the addition of the edge representing the pod-to-pod communication to the graph.

8. The method of claim 1 , further comprising providing, by the data platform, a visualization of the graph for display.

9. The method of claim 1 , further comprising incrementing, by the data platform, statistical information based on identifying the pod-to-pod communication.

10. A computer program product embodied in a non-transitory computer readable storage medium and comprising computer instructions for:

receiving a first set of connection information collected from a first machine in a cloud environment, wherein the first set of connection information includes a first set of tuples of source Internet Protocol (IP) addresses, service ports, and destination ports collected by a first local agent running on the first machine from a viewpoint of the first local agent;

receiving a second set of connection information collected from a second machine in the cloud environment, wherein the second set of connection information includes a second set of tuples of source IP addresses, service ports, and destination ports collected by a second local agent running on the second machine from a viewpoint of the second local agent;

identifying, based on the first set of connection information and the second set of connection information, a pod-to-pod communication from a source pod on the first machine to a destination pod on the second machine by matching a first half of a connection from the source pod to the destination pod within the first set of connection information to a second half of the connection within the second set of connection information, wherein the first set of connection information indicates the source pod but not the destination pod; and

generating a graph that includes a plurality of nodes representing a plurality of pods and a plurality of edges interconnecting the plurality of nodes and representing communications between the plurality of pods, wherein the graph represents the pod-to-pod communication from the source pod on the first machine to the destination pod on the second machine.

11. The computer program product of claim 10 , wherein:

the second set of connection information indicated the destination pod.

12. The computer program product of claim 10 , wherein generating the graph comprises adding an edge representing the pod-to-pod communication to the graph.

13. The computer program product of claim 12 , further comprising computer instructions for generating an alert based on the addition of the edge representing the pod-to-pod communication to the graph.

14. The computer program product of claim 10 , further comprising computer instructions for providing a visualization of the graph for display.

15. The computer program product of claim 10 , further comprising computer instructions for incrementing statistical information based on identifying the pod-to-pod communication.

16. The computer program product of claim 10 , wherein the pod-to-pod communication comprises a communication from a containerized client application in the source pod to a containerized application server in the destination pod.

17. A system comprising:

one or more processors; and

a memory coupled to the one or more processors and configured to provide the one or more processors with instructions to:

receive a first set of connection information collected from a first machine in a cloud environment, wherein the first set of connection information includes a first set of tuples of source Internet Protocol (IP) addresses, service ports, and destination ports collected by a first local agent running on the first machine from a viewpoint of the first local agent;

receive a second set of connection information collected from a second machine in the cloud environment, wherein the second set of connection information includes a second set of tuples of source IP addresses, service ports, and destination ports collected by a second local agent running on the second machine from a viewpoint of the second local agent;

identify, based on the first set of connection information and the second set of connection information, a pod-to-pod communication from a source pod on the first machine to a destination pod on the second machine by matching a first half of a connection from the source pod to the destination pod within the first set of connection information to a second half of the connection within the second set of connection information, wherein the first set of connection information indicates the source pod but not the destination pod; and

generate a graph that includes a plurality of nodes representing a plurality of pods and a plurality of edges interconnecting the plurality of nodes and representing communications between the plurality of pods, wherein the graph represents the pod-to-pod communication from the source pod on the first machine to the destination pod on the second machine.

Assignments (2)
MERGER Recorded Oct 7, 2024
From: LACEWORK, INC.
To: FORTINET, INC.
Reel/Frame 069269/0377 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 2, 2023
From: SACHDEVA, RAKESH; KAPOOR, VIKRAM
To: LACEWORK, INC.
Reel/Frame 064468/0836 →
Continuity (2)
Continuation 17546844 · Dec 9, 2021
Continuation 16725836 · Dec 23, 2019
References Cited (400)
US 6347339B1 · Morris et al. · 2002 [cited by applicant]
US 6363411B1 · Dugan et al. · 2002 [cited by applicant]
US 6434663B1 · Grimsrud et al. · 2002 [cited by applicant]
US 6938084B2 · Gamache et al. · 2005 [cited by applicant]
US 7054873B2 · Nordström et al. · 2006 [cited by applicant]
US 7233333B2 · Lomask · 2007 [cited by applicant]
US 7310733B1 · Pearson et al. · 2007 [cited by applicant]
US 7478246B2 · Arndt et al. · 2009 [cited by applicant]
US 7484091B2 · Bade et al. · 2009 [cited by applicant]
US 7526501B2 · Albahari et al. · 2009 [cited by applicant]
US 7529801B2 · Moore et al. · 2009 [cited by applicant]
US 7562045B2 · Beadle et al. · 2009 [cited by applicant]
US 7707411B2 · Bade et al. · 2010 [cited by applicant]
US 7739211B2 · Coffman et al. · 2010 [cited by applicant]
US 7743153B2 · Hall et al. · 2010 [cited by applicant]
US 7747559B2 · Leitner et al. · 2010 [cited by applicant]
US 7765431B2 · Agha et al. · 2010 [cited by applicant]
US 7797548B2 · Pearson et al. · 2010 [cited by applicant]
US 7856544B2 · Schenfeld et al. · 2010 [cited by applicant]
US 7926026B2 · Klein et al. · 2011 [cited by applicant]
US 7962635B2 · Naidu et al. · 2011 [cited by applicant]
US 7996885B2 · Jaiswal et al. · 2011 [cited by applicant]
US 8032925B2 · Cho · 2011 [cited by applicant]
US 8037284B2 · Schenfeld et al. · 2011 [cited by applicant]
US 8037521B2 · Minato · 2011 [cited by applicant]
US 8050907B2 · Baisley et al. · 2011 [cited by applicant]
US 8086852B2 · Bade et al. · 2011 [cited by applicant]
US 8140977B2 · Kriss et al. · 2012 [cited by applicant]
US 8151107B2 · Song et al. · 2012 [cited by applicant]
US 8160999B2 · Jin et al. · 2012 [cited by applicant]
US 8209204B2 · Adler et al. · 2012 [cited by applicant]
US 8276197B1 · Mangal et al. · 2012 [cited by applicant]
US 8291233B2 · Pearson et al. · 2012 [cited by applicant]
US 8301660B2 · Yalamanchi · 2012 [cited by applicant]
US 8341711B1 · Pennington et al. · 2012 [cited by applicant]
US 8351456B2 · Kadous et al. · 2013 [cited by applicant]
US 8352589B2 · Ridel et al. · 2013 [cited by applicant]
US 8359584B2 · Rao et al. · 2013 [cited by applicant]
US 8490055B2 · Basak · 2013 [cited by applicant]
US 8497863B2 · Xie et al. · 2013 [cited by applicant]
US 8549002B2 · Herter et al. · 2013 [cited by applicant]
US 8561157B2 · Ge · 2013 [cited by applicant]
US 8595262B1 · Hayden · 2013 [cited by applicant]
US 8607306B1 · Bridge et al. · 2013 [cited by applicant]
US 8655989B2 · Ritter et al. · 2014 [cited by applicant]
US 8725587B2 · Beadle et al. · 2014 [cited by applicant]
US 8826403B2 · Bhaskaran et al. · 2014 [cited by applicant]
US 8843646B2 · Kuzin et al. · 2014 [cited by applicant]
US 8959608B2 · Ahmed et al. · 2015 [cited by applicant]
US 9043764B2 · Ranganathan et al. · 2015 [cited by applicant]
US 9053306B2 · Yoshigaki et al. · 2015 [cited by applicant]
US 9053437B2 · Adler et al. · 2015 [cited by applicant]
US 9064210B1 · Hart · 2015 [cited by applicant]
US 9075618B2 · Winternitz et al. · 2015 [cited by applicant]
US 9110873B2 · Woodall et al. · 2015 [cited by applicant]
US 9159024B2 · Bhanot et al. · 2015 [cited by applicant]
US 9189623B1 · Lin et al. · 2015 [cited by applicant]
US 9225730B1 · Brezinski · 2015 [cited by applicant]
US 9231935B1 · Bridge et al. · 2016 [cited by applicant]
US 9239873B2 · Branch et al. · 2016 [cited by applicant]
US 9246897B2 · He · 2016 [cited by applicant]
US 9323806B2 · Sadikov et al. · 2016 [cited by applicant]
US 9369450B1 · Barak et al. · 2016 [cited by applicant]
US 9391978B2 · Burch et al. · 2016 [cited by applicant]
US 9400882B2 · Pearson et al. · 2016 [cited by applicant]
US 9430830B2 · Madabhushi et al. · 2016 [cited by applicant]
US 9495522B2 · Singh et al. · 2016 [cited by applicant]
US 9497224B2 · Sweet et al. · 2016 [cited by applicant]
US 9537851B2 · Gordon et al. · 2017 [cited by applicant]
US 9569869B2 · Hesse et al. · 2017 [cited by applicant]
US 9582766B2 · Sadikov et al. · 2017 [cited by applicant]
US 9589069B2 · Yang et al. · 2017 [cited by applicant]
US 9591010B1 · Muddu et al. · 2017 [cited by applicant]
US 9596254B1 · Muddu et al. · 2017 [cited by applicant]
US 9596295B2 · Banadaki et al. · 2017 [cited by applicant]
US 9600915B2 · Winternitz et al. · 2017 [cited by applicant]
US 9602506B2 · Kang et al. · 2017 [cited by applicant]
US 9602526B2 · Liu et al. · 2017 [cited by applicant]
US 9639676B2 · Betz et al. · 2017 [cited by applicant]
US 9652875B2 · Vassilvitskii et al. · 2017 [cited by applicant]
US 9659337B2 · Lee et al. · 2017 [cited by applicant]
US 9665660B2 · Wensel · 2017 [cited by applicant]
US 9667641B2 · Muddu et al. · 2017 [cited by applicant]
US 9679243B2 · Zou et al. · 2017 [cited by applicant]
US 9699205B2 · Muddu et al. · 2017 [cited by applicant]
US 9710332B1 · Fan et al. · 2017 [cited by applicant]
US 9720703B2 · Reick et al. · 2017 [cited by applicant]
US 9720704B2 · Reick et al. · 2017 [cited by applicant]
US 9727441B2 · Agarwal et al. · 2017 [cited by applicant]
US 9727604B2 · Jin et al. · 2017 [cited by applicant]
US 9729416B1 · Khanal et al. · 2017 [cited by applicant]
US 9740744B2 · Stetson et al. · 2017 [cited by applicant]
US 9741138B2 · Friedlander et al. · 2017 [cited by applicant]
US 9753960B1 · Troyanovsky · 2017 [cited by applicant]
US 9760619B1 · Lattanzi et al. · 2017 [cited by applicant]
US 9781115B2 · Heise · 2017 [cited by applicant]
US 9787705B1 · Love et al. · 2017 [cited by applicant]
US 9805080B2 · Joshi et al. · 2017 [cited by applicant]
US 9805140B2 · Chakrabarti et al. · 2017 [cited by applicant]
US 9811790B2 · Ahern et al. · 2017 [cited by applicant]
US 9813435B2 · Muddu et al. · 2017 [cited by applicant]
US 9819671B2 · Ji · 2017 [cited by applicant]
US 9824473B2 · Winternitz et al. · 2017 [cited by applicant]
US 9830435B2 · Haven · 2017 [cited by applicant]
US 9836183B1 · Love et al. · 2017 [cited by applicant]
US 9838410B2 · Muddu et al. · 2017 [cited by applicant]
US 9843837B2 · Gopalan · 2017 [cited by applicant]
US 9852230B2 · Fleury et al. · 2017 [cited by applicant]
US 9864672B2 · Seto et al. · 2018 [cited by applicant]
US 9887999B2 · Dong et al. · 2018 [cited by applicant]
US 9923911B2 · Vasseur et al. · 2018 [cited by applicant]
US 9942220B2 · Bajenov et al. · 2018 [cited by applicant]
US 9946800B2 · Qian et al. · 2018 [cited by applicant]
US 9954842B2 · Huang · 2018 [cited by applicant]
US 9979602B1 · Chinnakannan · 2018 [cited by examiner]
US 9985827B2 · Li · 2018 [cited by applicant]
US 10003605B2 · Muddu et al. · 2018 [cited by applicant]
US 10104071B2 · Gordon et al. · 2018 [cited by applicant]
US 10116670B2 · Muddu et al. · 2018 [cited by applicant]
US 10121000B1 · Rivlin et al. · 2018 [cited by applicant]
US 10122740B1 · Finkelshtein et al. · 2018 [cited by applicant]
US 10148677B2 · Muddu et al. · 2018 [cited by applicant]
US 10149148B2 · Zha et al. · 2018 [cited by applicant]
US 10158652B2 · Muddu et al. · 2018 [cited by applicant]
US 10182058B2 · Xu · 2019 [cited by applicant]
US 10205735B2 · Apostolopoulos · 2019 [cited by applicant]
US 10237254B2 · McDowell et al. · 2019 [cited by applicant]
US 10237294B1 · Zadeh et al. · 2019 [cited by applicant]
US 10243970B2 · Muddu et al. · 2019 [cited by applicant]
US 10249266B2 · Zamir · 2019 [cited by applicant]
US 10254848B2 · Winternitz et al. · 2019 [cited by applicant]
US 10331659B2 · Ahuja et al. · 2019 [cited by applicant]
US 10338895B2 · Zhang et al. · 2019 [cited by applicant]
US 10339309B1 · Kling et al. · 2019 [cited by applicant]
US 10367704B2 · Giura et al. · 2019 [cited by applicant]
US 10382303B2 · Khanal et al. · 2019 [cited by applicant]
US 10382529B2 · Wan et al. · 2019 [cited by applicant]
US 10389738B2 · Muddu et al. · 2019 [cited by applicant]
US 10419463B2 · Muddu et al. · 2019 [cited by applicant]
US 10419465B2 · Muddu et al. · 2019 [cited by applicant]
US 10419468B2 · Glatfelter et al. · 2019 [cited by applicant]
US 10419469B1 · Singh et al. · 2019 [cited by applicant]
US 10425437B1 · Bog et al. · 2019 [cited by applicant]
US 10432639B1 · Bebee et al. · 2019 [cited by applicant]
US 10447526B2 · Tucker et al. · 2019 [cited by applicant]
US 10454753B2 · Sasturkar et al. · 2019 [cited by applicant]
US 10454889B2 · Huang · 2019 [cited by applicant]
US 10459979B2 · Piechowicz et al. · 2019 [cited by applicant]
US 10462169B2 · Durairaj et al. · 2019 [cited by applicant]
US 10491705B2 · Oetting et al. · 2019 [cited by applicant]
US 10496263B2 · So et al. · 2019 [cited by applicant]
US 10496468B2 · Gefen et al. · 2019 [cited by applicant]
US 10496678B1 · Tang · 2019 [cited by applicant]
US 10505818B1 · Yona et al. · 2019 [cited by applicant]
US 10510007B2 · Singhal et al. · 2019 [cited by applicant]
US 10515095B2 · Childress et al. · 2019 [cited by applicant]
US 10521584B1 · Mehr · 2019 [cited by applicant]
US 10534633B2 · Hilemon et al. · 2020 [cited by applicant]
US 10565373B1 · Rao et al. · 2020 [cited by applicant]
US 10581891B1 · Kapoor et al. · 2020 [cited by applicant]
US 10587609B2 · Ebrahimi et al. · 2020 [cited by applicant]
US 10592535B2 · Ahn et al. · 2020 [cited by applicant]
US 10599718B2 · Kumar et al. · 2020 [cited by applicant]
US RE47937E · Ramachandran et al. · 2020 [cited by applicant]
US RE47952E · Ramachandran et al. · 2020 [cited by applicant]
US 10614200B2 · Betz et al. · 2020 [cited by applicant]
US 10642867B2 · Palanciuc · 2020 [cited by applicant]
US 10656979B2 · Ishakian et al. · 2020 [cited by applicant]
US 10664757B2 · Lastras-Montano et al. · 2020 [cited by applicant]
US 10666668B2 · Muddu et al. · 2020 [cited by applicant]
US 10673880B1 · Pratt et al. · 2020 [cited by applicant]
US 10685295B1 · Ross et al. · 2020 [cited by applicant]
US 10693900B2 · Zadeh et al. · 2020 [cited by applicant]
US 10698954B2 · Piechowicz et al. · 2020 [cited by applicant]
US 10701051B2 · Ohsumi · 2020 [cited by applicant]
US 10754940B2 · Ohsumi · 2020 [cited by applicant]
US 10756982B2 · Bai et al. · 2020 [cited by applicant]
US 10771488B2 · Verma et al. · 2020 [cited by applicant]
US 10775183B2 · Ho et al. · 2020 [cited by applicant]
US 10776191B2 · Zheng et al. · 2020 [cited by applicant]
US 10788570B2 · Wilson · 2020 [cited by applicant]
US 10791131B2 · Nor et al. · 2020 [cited by applicant]
US 10797974B2 · Giura et al. · 2020 [cited by applicant]
US 10812497B2 · Venkatramani et al. · 2020 [cited by applicant]
US 10824675B2 · Alonso et al. · 2020 [cited by applicant]
US 10824813B2 · Smith et al. · 2020 [cited by applicant]
US 10885452B1 · Garg · 2021 [cited by applicant]
US 10904007B2 · Kim et al. · 2021 [cited by applicant]
US 10904270B2 · Muddu et al. · 2021 [cited by applicant]
US 10911470B2 · Muddu et al. · 2021 [cited by applicant]
US 10986114B1 · Singh et al. · 2021 [cited by applicant]
US 11036716B2 · Griffith et al. · 2021 [cited by applicant]
US 11036800B1 · Kayyoor et al. · 2021 [cited by applicant]
US 11044264B2 · Durairaj et al. · 2021 [cited by applicant]
US 11048492B2 · Jain et al. · 2021 [cited by applicant]
US 11082289B2 · Dang et al. · 2021 [cited by applicant]
US 11089105B1 · Karumbunathan · 2021 [cited by examiner]
US 11113090B1 · Wilkinson · 2021 [cited by examiner]
US 11120343B2 · Das et al. · 2021 [cited by applicant]
US 11126533B2 · Knowles et al. · 2021 [cited by applicant]
US 11194849B2 · Lassoued et al. · 2021 [cited by applicant]
US 11212299B2 · Gamble et al. · 2021 [cited by applicant]
US 11258807B2 · Muddu et al. · 2022 [cited by applicant]
US 11281519B2 · Krishnaswamy et al. · 2022 [cited by applicant]
US 11314789B2 · Goldfarb · 2022 [cited by applicant]
US 11411966B2 · Muddu et al. · 2022 [cited by applicant]
US 11431735B2 · Shua · 2022 [cited by applicant]
US 11463464B2 · Zadeh et al. · 2022 [cited by applicant]
US 11489863B1 · Shua · 2022 [cited by applicant]
US 11494787B2 · Erickson et al. · 2022 [cited by applicant]
US 11544138B2 · Kapish et al. · 2023 [cited by applicant]
US 11575693B1 · Muddu et al. · 2023 [cited by applicant]
US 11606272B1 · Popelka et al. · 2023 [cited by applicant]
US 11636090B2 · Li et al. · 2023 [cited by applicant]
US 11640388B2 · Yang et al. · 2023 [cited by applicant]
US 11647034B2 · Levin et al. · 2023 [cited by applicant]
US 11658990B2 · Shapoury · 2023 [cited by applicant]
US 11669571B2 · Binkley et al. · 2023 [cited by applicant]
US 11693958B1 · Steiman · 2023 [cited by applicant]
US 11722554B2 · Keren et al. · 2023 [cited by applicant]
US 11734351B2 · Binkley et al. · 2023 [cited by applicant]
US 11734419B1 · Mackle · 2023 [cited by applicant]
US 11748473B2 · Araujo et al. · 2023 [cited by applicant]
US 11755576B1 · Jiang et al. · 2023 [cited by applicant]
US 11755602B2 · Smith et al. · 2023 [cited by applicant]
US 11769098B2 · Adinarayan et al. · 2023 [cited by applicant]
US 11770387B1 · Shivamoggi et al. · 2023 [cited by applicant]
US 20020059531A1 · On · 2002 [cited by applicant]
US 20020161889A1 · Gamache et al. · 2002 [cited by applicant]
US 20030233361A1 · Cady · 2003 [cited by applicant]
US 20040225929A1 · Agha et al. · 2004 [cited by applicant]
US 20050060287A1 · Hellman et al. · 2005 [cited by applicant]
US 20050102365A1 · Moore et al. · 2005 [cited by applicant]
US 20050108142A1 · Beadle et al. · 2005 [cited by applicant]
US 20050231760A1 · Minato · 2005 [cited by applicant]
US 20050246288A1 · Kimura et al. · 2005 [cited by applicant]
US 20050246521A1 · Bade et al. · 2005 [cited by applicant]
US 20060025987A1 · Baisley et al. · 2006 [cited by applicant]
US 20060026419A1 · Arndt et al. · 2006 [cited by applicant]
US 20060036896A1 · Gamache et al. · 2006 [cited by applicant]
US 20060090095A1 · Massa et al. · 2006 [cited by applicant]
US 20060109271A1 · Lomask · 2006 [cited by applicant]
US 20070130330A1 · Ridel et al. · 2007 [cited by applicant]
US 20070162605A1 · Chalasani et al. · 2007 [cited by applicant]
US 20070162963A1 · Penet et al. · 2007 [cited by applicant]
US 20070168696A1 · Ridel et al. · 2007 [cited by applicant]
US 20070169175A1 · Hall et al. · 2007 [cited by applicant]
US 20070214111A1 · Jin et al. · 2007 [cited by applicant]
US 20070225956A1 · Pratt et al. · 2007 [cited by applicant]
US 20070266425A1 · Cho · 2007 [cited by applicant]
US 20070282916A1 · Albahari et al. · 2007 [cited by applicant]
US 20080034411A1 · Aoyama · 2008 [cited by applicant]
US 20080065879A1 · Song et al. · 2008 [cited by applicant]
US 20080072062A1 · Pearson et al. · 2008 [cited by applicant]
US 20080109730A1 · Coffman et al. · 2008 [cited by applicant]
US 20080147707A1 · Jin et al. · 2008 [cited by applicant]
US 20080155335A1 · Klein et al. · 2008 [cited by applicant]
US 20080244718A1 · Frost et al. · 2008 [cited by applicant]
US 20080263643A1 · Jaiswal et al. · 2008 [cited by applicant]
US 20080270451A1 · Thomsen et al. · 2008 [cited by applicant]
US 20090006843A1 · Bade et al. · 2009 [cited by applicant]
US 20090007010A1 · Kriss et al. · 2009 [cited by applicant]
US 20090063857A1 · Bade et al. · 2009 [cited by applicant]
US 20090165109A1 · Hird · 2009 [cited by applicant]
US 20090177573A1 · Beadle et al. · 2009 [cited by applicant]
US 20090222740A1 · Yuan · 2009 [cited by applicant]
US 20090228474A1 · Chiu et al. · 2009 [cited by applicant]
US 20090287720A1 · Herter et al. · 2009 [cited by applicant]
US 20090307651A1 · Senthil et al. · 2009 [cited by applicant]
US 20090327328A1 · Woodall et al. · 2009 [cited by applicant]
US 20100042823A1 · Arndt et al. · 2010 [cited by applicant]
US 20100217860A1 · Naidu et al. · 2010 [cited by applicant]
US 20100309206A1 · Xie et al. · 2010 [cited by applicant]
US 20100329162A1 · Kadous et al. · 2010 [cited by applicant]
US 20110023098A1 · Pearson et al. · 2011 [cited by applicant]
US 20110029952A1 · Harrington · 2011 [cited by applicant]
US 20110119100A1 · Ruhl et al. · 2011 [cited by applicant]
US 20110154287A1 · Mukkamala et al. · 2011 [cited by applicant]
US 20110302631A1 · Sureshchandra et al. · 2011 [cited by applicant]
US 20120054732A1 · Jain et al. · 2012 [cited by applicant]
US 20120089875A1 · Faust et al. · 2012 [cited by applicant]
US 20120102029A1 · Larson et al. · 2012 [cited by applicant]
US 20120143898A1 · Bruno et al. · 2012 [cited by applicant]
US 20120158858A1 · Gkantsidis et al. · 2012 [cited by applicant]
US 20120159333A1 · Mital et al. · 2012 [cited by applicant]
US 20120173541A1 · Venkataramani · 2012 [cited by applicant]
US 20120317149A1 · Jagota et al. · 2012 [cited by applicant]
US 20130024412A1 · Gong et al. · 2013 [cited by applicant]
US 20130067100A1 · Kuzin et al. · 2013 [cited by applicant]
US 20130081118A1 · Ge · 2013 [cited by applicant]
US 20130086667A1 · Haven · 2013 [cited by applicant]
US 20130097320A1 · Ritter et al. · 2013 [cited by applicant]
US 20130151453A1 · Bhanot et al. · 2013 [cited by applicant]
US 20130173915A1 · Haulund · 2013 [cited by applicant]
US 20130219295A1 · Feldman et al. · 2013 [cited by applicant]
US 20130269007A1 · Yoshigaki et al. · 2013 [cited by applicant]
US 20140041005A1 · He · 2014 [cited by applicant]
US 20140067750A1 · Ranganathan et al. · 2014 [cited by applicant]
US 20140098101A1 · Friedlander et al. · 2014 [cited by applicant]
US 20140125672A1 · Winternitz et al. · 2014 [cited by applicant]
US 20140181944A1 · Ahmed et al. · 2014 [cited by applicant]
US 20140279779A1 · Zou et al. · 2014 [cited by applicant]
US 20140325631A1 · Pearson et al. · 2014 [cited by applicant]
US 20140379716A1 · Branch et al. · 2014 [cited by applicant]
US 20150058619A1 · Sweet et al. · 2015 [cited by applicant]
US 20150161201A1 · Sadikov et al. · 2015 [cited by applicant]
US 20150213598A1 · Madabhushi et al. · 2015 [cited by applicant]
US 20150310649A1 · Winternitz et al. · 2015 [cited by applicant]
US 20160063226A1 · Singh et al. · 2016 [cited by applicant]
US 20160120070A1 · Myrah et al. · 2016 [cited by applicant]
US 20160203411A1 · Sadikov et al. · 2016 [cited by applicant]
US 20160261544A1 · Conover · 2016 [cited by applicant]
US 20160277355A1 · Shetty · 2016 [cited by examiner]
US 20160285932A1 · Thyamagundalu · 2016 [cited by examiner]
US 20160330183A1 · McDowell et al. · 2016 [cited by applicant]
US 20160330206A1 · Xu · 2016 [cited by applicant]
US 20160337317A1 · Hwang · 2016 [cited by examiner]
US 20160357521A1 · Zhang et al. · 2016 [cited by applicant]
US 20160373428A1 · Shi · 2016 [cited by applicant]
US 20170063830A1 · Huang · 2017 [cited by applicant]
US 20170063888A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063903A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063905A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063906A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063908A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063909A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063910A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063911A1 · Muddu et al. · 2017 [cited by applicant]
US 20170063912A1 · Muddu et al. · 2017 [cited by applicant]
US 20170070594A1 · Oetting et al. · 2017 [cited by applicant]
US 20170076206A1 · Lastras-Montano et al. · 2017 [cited by applicant]
US 20170085553A1 · Gordon et al. · 2017 [cited by applicant]
US 20170086069A1 · Liu · 2017 [cited by applicant]
US 20170102961A1 · Hilemon et al. · 2017 [cited by applicant]
US 20170111245A1 · Ishakian et al. · 2017 [cited by applicant]
US 20170116315A1 · Xiong et al. · 2017 [cited by applicant]
US 20170118099A1 · Huang · 2017 [cited by applicant]
US 20170142140A1 · Muddu et al. · 2017 [cited by applicant]
US 20170148197A1 · Winternitz et al. · 2017 [cited by applicant]
US 20170155570A1 · Maheshwari et al. · 2017 [cited by applicant]
US 20170155672A1 · Muthukrishnan et al. · 2017 [cited by applicant]
US 20170163666A1 · Venkatramani et al. · 2017 [cited by applicant]
US 20170223036A1 · Muddu et al. · 2017 [cited by applicant]
US 20170230183A1 · Sweet et al. · 2017 [cited by applicant]
US 20170249069A1 · Zamir · 2017 [cited by applicant]
US 20170257358A1 · Ebrahimi et al. · 2017 [cited by applicant]
US 20170262521A1 · Cho et al. · 2017 [cited by applicant]
US 20170277553A1 · Zada et al. · 2017 [cited by applicant]
US 20170277997A1 · Zong et al. · 2017 [cited by applicant]
US 20170286190A1 · Ishakian et al. · 2017 [cited by applicant]
US 20170330096A1 · Gupta et al. · 2017 [cited by applicant]
US 20170337262A1 · Smith et al. · 2017 [cited by applicant]
US 20170346683A1 · Li · 2017 [cited by applicant]
US 20170353853A1 · Zha et al. · 2017 [cited by applicant]
US 20170359361A1 · Modani et al. · 2017 [cited by applicant]
US 20180004835A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180004859A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180007145A1 · Piechowicz et al. · 2018 [cited by applicant]
US 20180013650A1 · Khanal et al. · 2018 [cited by applicant]
US 20180019932A1 · Giura et al. · 2018 [cited by applicant]
US 20180025361A1 · Llagostera et al. · 2018 [cited by applicant]
US 20180039688A1 · Ahn et al. · 2018 [cited by applicant]
US 20180067981A1 · Ahuja et al. · 2018 [cited by applicant]
US 20180069885A1 · Patterson et al. · 2018 [cited by applicant]
US 20180084069A1 · Be'ery et al. · 2018 [cited by applicant]
US 20180089132A1 · Atta et al. · 2018 [cited by applicant]
US 20180096047A1 · Childress et al. · 2018 [cited by applicant]
US 20180097793A1 · Agarwal et al. · 2018 [cited by applicant]
US 20180123864A1 · Tucker et al. · 2018 [cited by applicant]
US 20180139200A1 · Gordon et al. · 2018 [cited by applicant]
US 20180191781A1 · Palani et al. · 2018 [cited by applicant]
US 20180211425A1 · Winternitz et al. · 2018 [cited by applicant]
US 20180219888A1 · Apostolopoulos · 2018 [cited by applicant]
US 20180219897A1 · Muddu et al. · 2018 [cited by applicant]
US 20180227286A1 · Ohsumi · 2018 [cited by applicant]
US 20180260125A1 · Botes · 2018 [cited by examiner]
US 20180350144A1 · Rathod · 2018 [cited by examiner]
US 20180359162A1 · Savov et al. · 2018 [cited by applicant]
US 20190042879A1 · Munoz · 2019 [cited by applicant]
US 20190042950A1 · Lin et al. · 2019 [cited by applicant]
US 20190050445A1 · Griffith et al. · 2019 [cited by applicant]
US 20190058626A1 · Knowles et al. · 2019 [cited by applicant]
US 20190075126A1 · Muddu et al. · 2019 [cited by applicant]
US 20190087480A1 · Palanciuc · 2019 [cited by applicant]
US 20190101622A1 · Wilson · 2019 [cited by applicant]
US 20190149553A1 · Xu · 2019 [cited by applicant]
US 20190158524A1 · Zadeh et al. · 2019 [cited by applicant]
US 20190163555A1 · Zheng et al. · 2019 [cited by applicant]
US 20190227860A1 · Gefen et al. · 2019 [cited by applicant]
US 20190312796A1 · Giura et al. · 2019 [cited by applicant]
US 20190312898A1 · Verma et al. · 2019 [cited by applicant]
US 20190327251A1 · Muddu et al. · 2019 [cited by applicant]
US 20190342282A1 · Carbune et al. · 2019 [cited by applicant]
US 20190342307A1 · Gamble et al. · 2019 [cited by applicant]
US 20190342311A1 · Muddu et al. · 2019 [cited by applicant]
US 20190354554A1 · Piechowicz et al. · 2019 [cited by applicant]
US 20190356555A1 · Bai · 2019 [cited by applicant]
US 20190364067A1 · Yona et al. · 2019 [cited by applicant]
US 20200014718A1 · Durairaj et al. · 2020 [cited by applicant]
US 20200021607A1 · Muddu et al. · 2020 [cited by applicant]
Cited By (1)
US 12,621,342