IP Library Granted Patent US 12,430,213
Granted Patent B2
US 12,430,213 · App. 18/063,088 · Granted Sep 30, 2025

Recovering data in a virtual storage system

Inventors: Ronald Karr (Palo Alto, CA); Naveen Neelakantam (Mountain View, CA); Joshua Freilich (San Francisco, CA); Aswin Karumbunathan (San Francisco, CA)
Assignee: PURE STORAGE, INC.
G06F11/1469G06F3/0619G06F3/065G06F3/0664G06F3/0683G06F2201/815G06F2201/82
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Quick Facts
Patent No.
US 12,430,213
App. No.
18/063,088
Granted
Sep 30, 2025
Kind
B2
Abstract

Data recovery in a virtual storage system, including: detecting, within storage provided by a first tier of storage of the virtual storage system, data loss within a dataset, wherein recovery data for the dataset is stored in a second tier of storage; determining a recovery point for the dataset up to which a consistent version of the dataset is recoverable from the recovery data stored in the second tier of storage; and restoring, within the storage provided by the first tier of storage of the virtual storage system, the consistent version of the dataset.

Claims (28)

1. A method comprising:

detecting, within storage provided by a first tier of storage of a virtual storage system, data loss within a dataset;

selecting, from a plurality of recovery datasets stored in a second tier of storage, a recovery dataset, wherein the recovery dataset excludes one or more data portions associated with incomplete operations on the dataset at a time of data loss within the dataset and operations that are logically dependent on the incomplete operations; and

recovering from the data loss within the dataset using the recovery dataset, wherein the recovery dataset represents a prior point in time up to which a version of the dataset is recoverable using the second tier of storage.

2. The method of claim 1 , wherein the first tier of storage includes staging memory that provides transactional consistency and write acknowledgments, and wherein the second tier of storage includes virtual drives provided by virtual drive servers of the virtual storage system.

3. The method of claim 2 , wherein recovering from the data loss within the dataset is based on erasure codes stored among virtual drives of the staging memory, on data migrated from the staging memory to an object store, or on mirrored data among the virtual drives of the staging memory.

4. The method of claim 2 , wherein the staging memory of the virtual storage system is characterized by a low read latency relative to object storage provided by a cloud services provider.

5. The method of claim 2 , wherein the staging memory includes multiple virtual drive servers that include respective local storage.

6. The method of claim 5 , wherein the multiple virtual drive servers provide block-level data storage.

7. The method of claim 1 , wherein the first tier of storage includes virtual drives provided by virtual drive servers of the virtual storage system, and wherein the second tier includes object storage provided by a cloud services provider that provides object storage independent of the virtual storage system.

8. The method of claim 1 , wherein recovering from the data loss within the dataset includes referencing a database of segment identifiers to determine whether a segment in object storage is usable to restore the dataset.

9. The method of claim 1 , wherein the recovery dataset is determined based at least in part on defining batches of backend updates determined to have been committed.

10. The method of claim 1 , wherein selecting, from a plurality of recovery datasets further comprising selecting a consistent recovery dataset.

11. A virtual storage system contained in a cloud computing environment, the cloud computing environment comprising computer processors operatively coupled to computer memory, the virtual storage system comprising:

one or more virtual drives providing a first tier of storage for storage operations; and

one or more virtual controllers, each virtual controller executing in a cloud computing instance, the cloud computing instance comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer processor configured to:

detect, within storage provided by a first tier of storage of a virtual storage system, data loss within a dataset;

select, from a plurality of recovery datasets stored in a second tier of storage, a recovery dataset, wherein the recovery dataset excludes one or more data portions associated with incomplete operations on the dataset at a time of data loss within the dataset and operations that are logically dependent on the incomplete operations; and

recover from the data loss within the dataset using the recovery dataset, wherein the recovery dataset represents a prior point in time up to which a version of the dataset is recoverable using the second tier of storage.

12. The virtual storage system of claim 11 , wherein the first tier of storage includes staging memory that provides transactional consistency and write acknowledgments, and wherein the second tier of storage includes virtual drives provided by virtual drive servers of the virtual storage system.

13. The virtual storage system of claim 12 , wherein recovering from the data loss within the dataset is based on erasure codes stored among virtual drives of the staging memory, on data migrated from the staging memory to an object store, or on mirrored data among the virtual drives of the staging memory.

14. The virtual storage system of claim 12 , wherein the staging memory of the virtual storage system is characterized by a low read latency relative to object storage provided by a cloud services provider.

15. The virtual storage system of claim 12 , wherein the staging memory includes multiple virtual drive servers.

16. The virtual storage system of claim 15 , wherein the multiple virtual drive servers include respective local storage.

17. The virtual storage system of claim 15 , wherein the multiple virtual drive servers provide block-level data storage.

18. The virtual storage system of claim 11 , wherein the first tier of storage includes virtual drives provided by virtual drive servers of the virtual storage system, and wherein the second tier includes object storage provided by a cloud services provider that provides object storage independent of the virtual storage system.

19. The virtual storage system of claim 11 , wherein recovering from the data loss within the dataset includes referencing a database of segment identifiers to determine whether a segment in object storage is usable to restore the dataset.

20. The virtual storage system of claim 11 , wherein the recovery dataset is determined based at least in part on defining batches of backend updates determined to have been committed.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 8, 2022
From: KARR, RONALD; NEELAKANTAM, NAVEEN; FREILICH, JOSHUA; KARUMBUNATHAN, ASWIN
To: PURE STORAGE, INC.
Reel/Frame 062020/0469 →
Continuity (6)
Continuation 16777414 · Jan 30, 2020
Provisional Application 62967368 · Jan 29, 2020
Provisional Application 62900998 · Sep 16, 2019
Provisional Application 62878877 · Jul 26, 2019
Provisional Application 62875947 · Jul 18, 2019
Related Publication 20230115293A1 · Apr 13, 2023
References Cited (248)
US 5706210A · Kumano et al. · 1998 [cited by applicant]
US 5799200A · Brant et al. · 1998 [cited by applicant]
US 5933598A · Scales et al. · 1999 [cited by applicant]
US 6012032A · Donovan et al. · 2000 [cited by applicant]
US 6085333A · Dekoning et al. · 2000 [cited by applicant]
US 6643641B1 · Snyder · 2003 [cited by applicant]
US 6647514B1 · Umberger et al. · 2003 [cited by applicant]
US 6789162B1 · Talagala et al. · 2004 [cited by applicant]
US 7089272B1 · Garthwaite et al. · 2006 [cited by applicant]
US 7107389B2 · Inagaki et al. · 2006 [cited by applicant]
US 7146521B1 · Nguyen · 2006 [cited by applicant]
US 7334124B2 · Pham et al. · 2008 [cited by applicant]
US 7437530B1 · Rajan · 2008 [cited by applicant]
US 7493424B1 · Bali et al. · 2009 [cited by applicant]
US 7669029B1 · Mishra et al. · 2010 [cited by applicant]
US 7689609B2 · Lango et al. · 2010 [cited by applicant]
US 7743191B1 · Liao · 2010 [cited by applicant]
US 7899780B1 · Shmuylovich et al. · 2011 [cited by applicant]
US 7975115B2 · Wayda et al. · 2011 [cited by applicant]
US 8042163B1 · Karr et al. · 2011 [cited by applicant]
US 8086585B1 · Brashers et al. · 2011 [cited by applicant]
US 8200887B2 · Bennett · 2012 [cited by examiner]
US 8271700B1 · Annem et al. · 2012 [cited by applicant]
US 8387136B2 · Lee et al. · 2013 [cited by applicant]
US 8437189B1 · Montierth et al. · 2013 [cited by applicant]
US 8465332B2 · Hogan et al. · 2013 [cited by applicant]
US 8504797B2 · Mimatsu · 2013 [cited by applicant]
US 8527544B1 · Colgrove et al. · 2013 [cited by applicant]
US 8566546B1 · Marshak et al. · 2013 [cited by applicant]
US 8578442B1 · Banerjee · 2013 [cited by applicant]
US 8613066B1 · Brezinski et al. · 2013 [cited by applicant]
US 8620970B2 · English et al. · 2013 [cited by applicant]
US 8751463B1 · Chamness · 2014 [cited by applicant]
US 8762642B2 · Bates et al. · 2014 [cited by applicant]
US 8769622B2 · Chang et al. · 2014 [cited by applicant]
US 8800009B1 · Beda et al. · 2014 [cited by applicant]
US 8812860B1 · Bray · 2014 [cited by applicant]
US 8822155B2 · Sukumar et al. · 2014 [cited by applicant]
US 8850546B1 · Field et al. · 2014 [cited by applicant]
US 8898346B1 · Simmons · 2014 [cited by applicant]
US 8909854B2 · Yamagishi et al. · 2014 [cited by applicant]
US 8931041B1 · Banerjee · 2015 [cited by applicant]
US 8949863B1 · Coatney et al. · 2015 [cited by applicant]
US 8984602B1 · Bailey et al. · 2015 [cited by applicant]
US 8990905B1 · Bailey et al. · 2015 [cited by applicant]
US 9081713B1 · Bennett · 2015 [cited by applicant]
US 9124569B2 · Hussain et al. · 2015 [cited by applicant]
US 9134922B2 · Rajagopal et al. · 2015 [cited by applicant]
US 9189334B2 · Bennett · 2015 [cited by applicant]
US 9209973B2 · Aikas et al. · 2015 [cited by applicant]
US 9250823B1 · Kamat et al. · 2016 [cited by applicant]
US 9280678B2 · Redberg · 2016 [cited by applicant]
US 9300660B1 · Borowiec et al. · 2016 [cited by applicant]
US 9311182B2 · Bennett · 2016 [cited by applicant]
US 9395922B2 · Nishikido et al. · 2016 [cited by applicant]
US 9444822B1 · Borowiec et al. · 2016 [cited by applicant]
US 9507532B1 · Colgrove et al. · 2016 [cited by applicant]
US 9632870B2 · Bennett · 2017 [cited by examiner]
US 9672165B1 · Satish · 2017 [cited by examiner]
US 9910742B1 · Faibish · 2018 [cited by examiner]
US 10185495B2 · Katsuki · 2019 [cited by examiner]
US 10324639B2 · Seo · 2019 [cited by applicant]
US 10567406B2 · Astigarraga et al. · 2020 [cited by applicant]
US 10846137B2 · Vallala et al. · 2020 [cited by applicant]
US 10877683B2 · Wu et al. · 2020 [cited by applicant]
US 11076509B2 · Alissa et al. · 2021 [cited by applicant]
US 11093139B1 · Karr · 2021 [cited by examiner]
US 11106810B2 · Natanzon et al. · 2021 [cited by applicant]
US 11194707B2 · Stalzer · 2021 [cited by applicant]
US 11487715B1 · Karr · 2022 [cited by examiner]
US 11704202B2 · Freilich · 2023 [cited by examiner]
US 20020013802A1 · Mori et al. · 2002 [cited by applicant]
US 20030145172A1 · Galbraith et al. · 2003 [cited by applicant]
US 20030191783A1 · Wolczko et al. · 2003 [cited by applicant]
US 20030225961A1 · Chow et al. · 2003 [cited by applicant]
US 20040080985A1 · Chang et al. · 2004 [cited by applicant]
US 20040111573A1 · Garthwaite · 2004 [cited by applicant]
US 20040153844A1 · Ghose et al. · 2004 [cited by applicant]
US 20040193814A1 · Erickson et al. · 2004 [cited by applicant]
US 20040260967A1 · Guha et al. · 2004 [cited by applicant]
US 20050160416A1 · Jamison et al. · 2005 [cited by applicant]
US 20050188246A1 · Emberty et al. · 2005 [cited by applicant]
US 20050216800A1 · Bicknell et al. · 2005 [cited by applicant]
US 20060010169A1 · Kitamura · 2006 [cited by examiner]
US 20060015771A1 · Van Gundy et al. · 2006 [cited by applicant]
US 20060129817A1 · Borneman et al. · 2006 [cited by applicant]
US 20060161726A1 · Lasser · 2006 [cited by applicant]
US 20060230245A1 · Gounares et al. · 2006 [cited by applicant]
US 20060239075A1 · Williams et al. · 2006 [cited by applicant]
US 20070022227A1 · Miki · 2007 [cited by applicant]
US 20070028068A1 · Golding et al. · 2007 [cited by applicant]
US 20070055702A1 · Fridella et al. · 2007 [cited by applicant]
US 20070109856A1 · Pellicone et al. · 2007 [cited by applicant]
US 20070150689A1 · Pandit et al. · 2007 [cited by applicant]
US 20070168321A1 · Saito et al. · 2007 [cited by applicant]
US 20070220227A1 · Long · 2007 [cited by applicant]
US 20070294563A1 · Bose · 2007 [cited by applicant]
US 20070294564A1 · Reddin et al. · 2007 [cited by applicant]
US 20080005587A1 · Ahlquist · 2008 [cited by applicant]
US 20080077825A1 · Bello et al. · 2008 [cited by applicant]
US 20080162674A1 · Dahiya · 2008 [cited by applicant]
US 20080195833A1 · Park · 2008 [cited by applicant]
US 20080256141A1 · Wayda et al. · 2008 [cited by applicant]
US 20080270678A1 · Cornwell et al. · 2008 [cited by applicant]
US 20080282045A1 · Biswas et al. · 2008 [cited by applicant]
US 20090077340A1 · Johnson · 2009 [cited by examiner]
US 20090100115A1 · Park et al. · 2009 [cited by applicant]
US 20090198889A1 · Ito et al. · 2009 [cited by applicant]
US 20100052625A1 · Cagno et al. · 2010 [cited by applicant]
US 20100211723A1 · Mukaida · 2010 [cited by applicant]
US 20100246266A1 · Park et al. · 2010 [cited by applicant]
US 20100257142A1 · Murphy et al. · 2010 [cited by applicant]
US 20100262764A1 · Liu et al. · 2010 [cited by applicant]
US 20100306500A1 · Mimatsu · 2010 [cited by applicant]
US 20100325345A1 · Ohno et al. · 2010 [cited by applicant]
US 20100332754A1 · Lai et al. · 2010 [cited by applicant]
US 20110035540A1 · Fitzgerald et al. · 2011 [cited by applicant]
US 20110072290A1 · Davis et al. · 2011 [cited by applicant]
US 20110125955A1 · Chen · 2011 [cited by applicant]
US 20110131231A1 · Haas et al. · 2011 [cited by applicant]
US 20110167221A1 · Pangal et al. · 2011 [cited by applicant]
US 20120023144A1 · Rub · 2012 [cited by applicant]
US 20120054264A1 · Haugh et al. · 2012 [cited by applicant]
US 20120079318A1 · Colgrove et al. · 2012 [cited by applicant]
US 20120131253A1 · McKnight et al. · 2012 [cited by applicant]
US 20120303919A1 · Hu et al. · 2012 [cited by applicant]
US 20120311000A1 · Post et al. · 2012 [cited by applicant]
US 20130007845A1 · Chang et al. · 2013 [cited by applicant]
US 20130031414A1 · Dhuse et al. · 2013 [cited by applicant]
US 20130036272A1 · Nelson · 2013 [cited by applicant]
US 20130071087A1 · Motiwala et al. · 2013 [cited by applicant]
US 20130145447A1 · Maron · 2013 [cited by applicant]
US 20130191555A1 · Liu · 2013 [cited by applicant]
US 20130198459A1 · Joshi et al. · 2013 [cited by applicant]
US 20130205173A1 · Yoneda · 2013 [cited by applicant]
US 20130219164A1 · Hamid · 2013 [cited by applicant]
US 20130227201A1 · Talagala et al. · 2013 [cited by applicant]
US 20130290607A1 · Chang et al. · 2013 [cited by applicant]
US 20130311434A1 · Jones · 2013 [cited by applicant]
US 20130318297A1 · Jibbe et al. · 2013 [cited by applicant]
US 20130332614A1 · Brunk et al. · 2013 [cited by applicant]
US 20140020083A1 · Fetik · 2014 [cited by applicant]
US 20140074850A1 · Noel et al. · 2014 [cited by applicant]
US 20140082715A1 · Grajek et al. · 2014 [cited by applicant]
US 20140086146A1 · Kim et al. · 2014 [cited by applicant]
US 20140090009A1 · Li et al. · 2014 [cited by applicant]
US 20140096220A1 · Pinto et al. · 2014 [cited by applicant]
US 20140101434A1 · Senthurpandi et al. · 2014 [cited by applicant]
US 20140164774A1 · Nord et al. · 2014 [cited by applicant]
US 20140173232A1 · Reohr et al. · 2014 [cited by applicant]
US 20140195636A1 · Karve et al. · 2014 [cited by applicant]
US 20140201512A1 · Seethaler et al. · 2014 [cited by applicant]
US 20140201541A1 · Paul et al. · 2014 [cited by applicant]
US 20140208155A1 · Pan · 2014 [cited by applicant]
US 20140215590A1 · Brand · 2014 [cited by applicant]
US 20140220561A1 · Sukumar et al. · 2014 [cited by applicant]
US 20140229654A1 · Goss et al. · 2014 [cited by applicant]
US 20140230017A1 · Saib · 2014 [cited by applicant]
US 20140258526A1 · Le Sant et al. · 2014 [cited by applicant]
US 20140282983A1 · Ju et al. · 2014 [cited by applicant]
US 20140285917A1 · Cudak et al. · 2014 [cited by applicant]
US 20140325262A1 · Cooper et al. · 2014 [cited by applicant]
US 20140351627A1 · Best et al. · 2014 [cited by applicant]
US 20140373104A1 · Gaddam et al. · 2014 [cited by applicant]
US 20140373126A1 · Hussain et al. · 2014 [cited by applicant]
US 20150026387A1 · Sheredy et al. · 2015 [cited by applicant]
US 20150074463A1 · Jacoby et al. · 2015 [cited by applicant]
US 20150089569A1 · Sondhi et al. · 2015 [cited by applicant]
US 20150095515A1 · Krithivas et al. · 2015 [cited by applicant]
US 20150113203A1 · Dancho et al. · 2015 [cited by applicant]
US 20150121137A1 · McKnight et al. · 2015 [cited by applicant]
US 20150134920A1 · Anderson et al. · 2015 [cited by applicant]
US 20150149822A1 · Coronado et al. · 2015 [cited by applicant]
US 20150154418A1 · Redberg · 2015 [cited by applicant]
US 20150193169A1 · Sundaram et al. · 2015 [cited by applicant]
US 20150378888A1 · Zhang et al. · 2015 [cited by applicant]
US 20160026397A1 · Nishikido et al. · 2016 [cited by applicant]
US 20160070652A1 · Sundararaman et al. · 2016 [cited by applicant]
US 20160098323A1 · Mutha et al. · 2016 [cited by applicant]
US 20160182542A1 · Staniford · 2016 [cited by applicant]
US 20160248631A1 · Duchesneau · 2016 [cited by applicant]
US 20160350009A1 · Cerreta et al. · 2016 [cited by applicant]
US 20160352720A1 · Hu et al. · 2016 [cited by applicant]
US 20160352830A1 · Borowiec et al. · 2016 [cited by applicant]
US 20160352834A1 · Borowiec et al. · 2016 [cited by applicant]
US 20170212691A1 · Katsuki · 2017 [cited by examiner]
US 20170262202A1 · Seo · 2017 [cited by applicant]
US 20180054454A1 · Astigarraga et al. · 2018 [cited by applicant]
US 20180081562A1 · Vasudevan · 2018 [cited by applicant]
US 20180203865A1 · Srinivasan · 2018 [cited by examiner]
US 20190220315A1 · Vallala et al. · 2019 [cited by applicant]
US 20200034560A1 · Natanzon et al. · 2020 [cited by applicant]
US 20200326871A1 · Wu et al. · 2020 [cited by applicant]
US 20210019067A1 · Miller et al. · 2021 [cited by applicant]
US 20210019093A1 · Karr et al. · 2021 [cited by applicant]
US 20210360833A1 · Alissa et al. · 2021 [cited by applicant]
US 20210373761A1 · Karr et al. · 2021 [cited by applicant]
CN 104520873A · 2015 [cited by applicant]
CN 109154905A · 2019 [cited by applicant]
DE 112020003420T5 · 2022 [cited by applicant]
EP 0725324A2 · 1996 [cited by applicant]
WO 2012087648A2 · 2012 [cited by applicant]
WO 2013071087A1 · 2013 [cited by applicant]
WO 2014110137A1 · 2014 [cited by applicant]
WO 2016004120A2 · 2016 [cited by applicant]
WO 2016015008A1 · 2016 [cited by applicant]
WO 2016190938A1 · 2016 [cited by applicant]
WO 2016195759A1 · 2016 [cited by applicant]
WO 2016195958A1 · 2016 [cited by applicant]
WO 2016195961A1 · 2016 [cited by applicant]
WO 2018164782A1 · 2018 [cited by applicant]
Bellamy-McIntyre et al., “OpenID and the Enterprise: A Model-based Analysis of Single Sign-On Authentication”, 15th IEEE International Enterprise Distributed Object Computing Conference (EDOC), Aug. 29, 2011, pp. 129-13… [cited by applicant]
ETSI, “Network Function Virtualisation (NFV); Resiliency Requirements”, ETSI GS NFCV-REL 001, V1.1.1, Jan. 2015, 82 pages, etsi.org (online), URL: www.etsi.org/deliver/etsi_gs/NFV-REL/001_099/001/01.01.01_60/gs_NFV-REL0… [cited by applicant]
Faith, “dictzip file format”, GitHub.com (online), accessed Jul. 28, 2015, 1 page, URL: github.com/fidlej/idzip. [cited by applicant]
Google Search of “storage array define” performed by the Examiner on Nov. 4, 2015 for U.S. Appl. No. 14/725,278, Results limited to entries dated before 2012, 1 page. [cited by applicant]
Hota et al., “Capability-based Cryptographic Data Access Control in Cloud Computing”, International Journal of Advanced Networking and Applications, col. 1, Issue 1, Aug. 2011, 10 pages, Eswar Publications, India. [cited by applicant]
Hu et al., “Container Marking: Combining Data Placement, Garbage Collection and Wear Levelling for Flash”, 19th Annual IEEE International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunicatio… [cited by applicant]
Hwang et al., “RAID-x: A New Distributed Disk Array for I/O-Centric Cluster Computing”, Proceedings of The Ninth International Symposium On High-performance Distributed Computing, Aug. 2000, pp. 279-286, The Ninth Inter… [cited by applicant]
International Search Report and Written Opinion, PCT/IB2017/053491, Sep. 27, 2017, 9 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/015006, Apr. 29, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/015008, May 4, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/016333, Jun. 8, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/020410, Jul. 8, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/032052, Aug. 30, 2016, 17 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/032084, Jul. 18, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/035492, Aug. 17, 2016, 10 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/036693, Aug. 29, 2016, 10 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/038758, Oct. 7, 2016, 10 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/040393, Sep. 22, 2016, 10 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/044020, Sep. 30, 2016, 11 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/044874, Oct. 7, 2016, 11 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/044875, Oct. 5, 2016, 13 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/044876, Oct. 21, 2016, 12 pages. [cited by applicant]
International Search Report and Written Opinion, PCT/US2016/044877, Sep. 29, 2016, 13 pages. [cited by applicant]
International Search Report and Written Opinion, PCTUS2020/030385, Oct. 14, 2020, 12 pages. [cited by applicant]
Kong, “Using PCI Express As The Primary System Interconnect In Multiroot Compute, Storage, Communications And Embedded Systems”, White Paper, IDT.com (online), Aug. 28, 2008, 12 pages, URL: www.idt.com/document/whp/idt-… [cited by applicant]
Li et al., “Access Control for the Services Oriented Architecture”, Proceedings of the 2007 ACM Workshop on Secure Web Services (SWS '07), Nov. 2007, pp. 9-17, ACM New York, NY. [cited by applicant]
Microsoft, “Hybrid for SharePoint Server 2013—Security Reference Architecture”, Microsoft (online), Oct. 2014, 53 pages, URL: hybrid.office.com/img/Security_Reference_Architecture.pdf. [cited by applicant]
Microsoft, “Hybrid Identity Management”, Microsoft (online), Apr. 2014, 2 pages, URL: download.microsoft.com/download/E/A/E/EAE57CD1-A80B-423C-96BB-142FAAC630B9/Hybrid_Identity_Datasheet.pdf. [cited by applicant]
Microsoft, “Hybrid Identity”, Microsoft (online), Apr. 2014, 36 pages, URL: www.aka.ms/HybridIdentityWp. [cited by applicant]
PCMAG, “Storage Array Definition”, Published May 10, 2013, URL: http://web.archive.org/web/20130510121646/http://www.pcmag.com/encyclopedia/term/52091/storage-array, 2 pages. [cited by applicant]
Stalzer, “FlashBlades: System Architecture and Applications”, Proceedings of the 2nd Workshop on Architectures and Systems for Big Data, Jun. 2012, pp. 10-14, Association for Computing Machinery, New York, NY. [cited by applicant]
Storer et al., “Pergamum: Replacing Tape with Energy Efficient, Reliable, Disk-Based Archival Storage”, FAST'08: Proceedings of the 6th USENIX Conference on File and Storage Technologies, Article No. 1, Feb. 2008, pp. 1… [cited by applicant]
Storer et al., “Secure Data Deduplication”, Proceedings of the 4th ACM International Workshop on Storage Security And Survivability (StorageSS'08), Oct. 2008, 10 pages, ACM New York, NY. USA, DOI: 10.1145/1456469.145647… [cited by applicant]
Sweere, “Creating Storage Class Persistent Memory with NVDIMM”, Published in Aug. 2013, Flash Memory Summit 2013, URL: http://ww.flashmemorysummit.com/English/Collaterals/Proceedings/2013/20130814_T2_Sweere.pdf, 22 page… [cited by applicant]
Techopedia, “What is a disk array”, techopedia.com (online), Jan. 13, 2012, 1 page, URL: web.archive.org/web/20120113053358/http://www.techopedia.com/definition/1009/disk-array. [cited by applicant]
Webopedia, “What is a disk array”, webopedia.com (online), May 26, 2011, 2 pages, URL: web/archive.org/web/20110526081214/http://www.webopedia.com/TERM/D/disk_array.html. [cited by applicant]
Wikipedia, “Convergent Encryption”, Wikipedia.org (online), accessed Sep. 8, 2015, 2 pages, URL: en.wikipedia.org/wiki/Convergent_encryption. [cited by applicant]