Patents by Inventor Jeffrey S. Kimmel

Jeffrey S. Kimmel has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 10789134
    Abstract: A technique restores a file system of a storage input/output (I/O) stack to a deterministic point-in-time state in the event of failure (loss) of non-volatile random access memory (NVRAM) of a node. The technique enables restoration of the file system to a safepoint stored on storage devices, such solid state drives (SSD), of the node with minimum data and metadata loss. The safepoint is a point-in-time during execution of I/O requests (e.g., write operations) at which data and related metadata of the write operations prior to the point-in-time are safely persisted on SSD such that the metadata relating to an image of the file system on SSD (on-disk) is consistent and complete. Upon reboot after NVRAM loss, the technique identifies (i) the most recent safepoint, as well as (ii) the inflight writes that were persistently stored on disk after the most recent safepoint. The data and metadata of those inflight writes are then deleted to place the on-disk file system to its state at the most recent safepoint.
    Type: Grant
    Filed: April 15, 2016
    Date of Patent: September 29, 2020
    Assignee: NetApp, Inc.
    Inventors: Ling Zheng, Jeffrey S. Kimmel
  • Patent number: 10762070
    Abstract: A technique reduces an amount of metadata stored in a memory of a node in a cluster. An extent store layer of a storage input/output (I/O) stack executing on the node stores key-value pairs in a plurality of data structures, e.g., cuckoo hash tables, resident in the memory. The cuckoo hash table embodies metadata that describes an extent and, as such, may be organized to associate a location on disk with a value that identifies the location on disk. The value may be embodied as a locator that includes a reference count used to support deduplication functionality of the extent store layer with respect to the extent. The reference count is divided into two portions: a delta count portion stored in memory for each slot of the hash table and an overflow count portion stored on disk in a header of each extent. One bit of the delta count portion is reserved as an overflow bit that indicates whether the in-memory reference count has overflowed.
    Type: Grant
    Filed: February 13, 2018
    Date of Patent: September 1, 2020
    Assignee: NetApp, Inc.
    Inventors: Manish Swaminathan, Dhaval Patel, Edward D. McClanahan, Jeffrey S. Kimmel
  • Patent number: 10216966
    Abstract: A technique perturbs an extent key to compute a candidate extent key in the event of a collision with metadata (i.e., two extents having different data that yield identical hash values) stored in a memory of a node in a cluster. The perturbing technique may be used to compute a candidate extent key that is not previously stored in an extent store instance. The candidate extent key may be computed from a hash value of an extent using a perturbing algorithm, i.e., a hash collision computation, which illustratively adds a perturb value to the hash value. The perturb value is illustratively sufficient to ensure that the candidate extent key resolves to a same hash bucket and node (extent store instance) as the original extent key. In essence, the technique ensures that the original extent key is perturbed in a deterministic manner to generate the candidate extent key, so that the original extent and candidate extent key “decode” to the same hash bucket and extent store instance.
    Type: Grant
    Filed: February 24, 2016
    Date of Patent: February 26, 2019
    Assignee: NetApp, Inc.
    Inventors: Edward D. McClanahan, Jeffrey S. Kimmel
  • Patent number: 10185681
    Abstract: A hybrid message-based scheduling technique efficiently load balances a storage I/O stack partitioned into one or more non-blocking (i.e., free-running) messaging kernel (MK) threads that execute non-blocking message handlers (i.e., non-blocking services) and one or more operating system kernel blocking threads that execute blocking services. The technique combines the blocking and non-blocking services within a single coherent extended programming environment. The messaging kernel (MK) operates on processors apart from the operating system kernel that are allocated from a predetermined number of logical processors (i.e., hyper-threads) for use by an MK scheduler to schedule the non-blocking services within storage I/O stack as well as allocate a remaining number of logical processors for use by the blocking services. In addition, the technique provides a variation on a synchronization primitive that allows signaling between the two types of services (i.e.
    Type: Grant
    Filed: February 23, 2016
    Date of Patent: January 22, 2019
    Assignee: NetApp, Inc.
    Inventor: Jeffrey S. Kimmel
  • Patent number: 10162686
    Abstract: A cache affinity and processor utilization technique efficiently load balances work in a storage input/output (I/O) stack among a plurality of processors and associated processor cores of a node. The storage I/O stack employs one or more non-blocking messaging kernel (MK) threads that execute non-blocking message handlers (i.e., non-blocking services). The technique load balances work between the processor cores sharing a last level cache (LLC) (i.e., intra-LLC processor load balancing), and load balances work between the processors having separate LLCs (i.e., inter-LLC processor load balancing). The technique may allocate a predetermined number of logical processors for use by an MK scheduler to schedule the non-blocking services within the storage I/O stack, as well as allocate a remaining number of logical processors for use by blocking services, e.g., scheduled by an operating system kernel scheduler.
    Type: Grant
    Filed: November 8, 2017
    Date of Patent: December 25, 2018
    Assignee: NetApp, Inc.
    Inventors: Jeffrey S. Kimmel, Christopher Joseph Corsi, Venkatesh Babu Chitlur Srinivasa
  • Patent number: 10135922
    Abstract: Data consistency and availability can be provided at the granularity of logical storage objects in storage solutions that use storage virtualization in clustered storage environments. To ensure consistency of data across different storage elements, synchronization is performed across the different storage elements. Changes to data are synchronized across storage elements in different clusters by propagating the changes from a primary logical storage object to a secondary logical storage object. To satisfy the strictest RPOs while maintaining performance, change requests are intercepted prior to being sent to a filesystem that hosts the primary logical storage object and propagated to a different managing storage element associated with the secondary logical storage object.
    Type: Grant
    Filed: December 18, 2017
    Date of Patent: November 20, 2018
    Assignee: NetApp Inc.
    Inventors: Jeffrey S. Kimmel, Susan M. Coatney, Yuedong Mu, Santosh Rao
  • Patent number: 10042853
    Abstract: A flash-optimized, log-structured layer of a file system of a storage input/output (I/O) stack executes on one or more nodes of a cluster. The log-structured layer of the file system provides sequential storage of data and metadata (i.e., a log-structured layout) on solid state drives (SSDs) of storage arrays in the cluster to reduce write amplification, while leveraging variable compression and variable length data features of the storage I/O stack. The data may be organized as an arbitrary number of variable-length extents of one or more host-visible logical units (LUNs) served by the nodes. The metadata may include mappings from host-visible logical block address ranges (i.e., offset ranges) of a LUN to extent keys, as well as mappings of the extent keys to SSD storage locations of the extents. The storage location of an extent on SSD is effectively “virtualized” by its mapped extent key (i.e.
    Type: Grant
    Filed: August 17, 2016
    Date of Patent: August 7, 2018
    Assignee: NetApp, Inc.
    Inventors: Rajesh Sundaram, Stephen Daniel, Jeffrey S. Kimmel, Blake H. Lewis
  • Patent number: 10013311
    Abstract: Embodiments described herein are directed to a file system driven RAID rebuild technique. A layered file system may organize storage of data as segments spanning one or more sets of storage devices, such as solid state drives (SSDs), of a storage array, wherein each set of SSDs may form a RAID group configured to provide data redundancy for a segment. The file system may then drive (i.e., initiate) rebuild of a RAID configuration of the SSDs on a segment-by-segment basis in response to cleaning of the segment (i.e., segment cleaning). Each segment may include one or more RAID stripes that provide a level of data redundancy (e.g., single parity RAID 5 or double parity RAID 6) as well as RAID organization (i.e., distribution of data and parity) for the segment. Notably, the level of data redundancy and RAID organization may differ among the segments of the array.
    Type: Grant
    Filed: May 27, 2016
    Date of Patent: July 3, 2018
    Assignee: NetApp, Inc.
    Inventors: Rajesh Sundaram, Bharat Baddepudi, Jeffrey S. Kimmel, T. Byron Rakitzis
  • Publication number: 20180173703
    Abstract: A technique reduces an amount of metadata stored in a memory of a node in a cluster. An extent store layer of a storage input/output (I/O) stack executing on the node stores key-value pairs in a plurality of data structures, e.g., cuckoo hash tables, resident in the memory. The cuckoo hash table embodies metadata that describes an extent and, as such, may be organized to associate a location on disk with a value that identifies the location on disk. The value may be embodied as a locator that includes a reference count used to support deduplication functionality of the extent store layer with respect to the extent. The reference count is divided into two portions: a delta count portion stored in memory for each slot of the hash table and an overflow count portion stored on disk in a header of each extent. One bit of the delta count portion is reserved as an overflow bit that indicates whether the in-memory reference count has overflowed.
    Type: Application
    Filed: February 13, 2018
    Publication date: June 21, 2018
    Inventors: Manish Swaminathan, Dhaval Patel, Edward D. McClanahan, Jeffrey S. Kimmel
  • Publication number: 20180124172
    Abstract: Data consistency and availability can be provided at the granularity of logical storage objects in storage solutions that use storage virtualization in clustered storage environments. To ensure consistency of data across different storage elements, synchronization is performed across the different storage elements. Changes to data are synchronized across storage elements in different clusters by propagating the changes from a primary logical storage object to a secondary logical storage object. To satisfy the strictest RPOs while maintaining performance, change requests are intercepted prior to being sent to a filesystem that hosts the primary logical storage object and propagated to a different managing storage element associated with the secondary logical storage object.
    Type: Application
    Filed: December 18, 2017
    Publication date: May 3, 2018
    Inventors: Jeffrey S. Kimmel, Susan M. Coatney, Yuedong Mu, Santosh Rao
  • Patent number: 9952767
    Abstract: A consistency group is used as a basic unit of data management of storage containers served by a storage input/output (I/O) stack executing on one or more nodes of a cluster. The storage container may be a LUN embodied as parent volume (active volume), a snapshot (represented as an independent volume embodied as read-only copy of the active volume), and a clone (represented as another independent volume embodied as a read-write copy (clone) of the active volume). A consistency group (CG) is a set (i.e., collection) of objects, e.g., LUNs or other CGs (nested CG), which may be managed and operated upon collectively by an administrative command via a Storage Area Network administration layer (SAL) of the storage I/O stack.
    Type: Grant
    Filed: April 29, 2016
    Date of Patent: April 24, 2018
    Assignee: NetApp, Inc.
    Inventors: Ling Zheng, Ning Zhao, Radek Aster, Jeffrey S. Kimmel
  • Patent number: 9934264
    Abstract: A technique reduces an amount of metadata stored in a memory of a node in a cluster. An extent store layer of a storage input/output (I/O) stack executing on the node stores key-value pairs in a plurality of data structures, e.g., cuckoo hash tables, resident in the memory. The cuckoo hash table embodies metadata that describes an extent and, as such, may be organized to associate a location on disk with a value that identifies the location on disk. The value may be embodied as a locator that includes a reference count used to support deduplication functionality of the extent store layer with respect to the extent. The reference count is divided into two portions: a delta count portion stored in memory for each slot of the hash table and an overflow count portion stored on disk in a header of each extent. One bit of the delta count portion is reserved as an overflow bit that indicates whether the in-memory reference count has overflowed.
    Type: Grant
    Filed: June 2, 2015
    Date of Patent: April 3, 2018
    Assignee: NetApp, Inc.
    Inventors: Manish Swaminathan, Dhaval Patel, Edward D. McClanahan, Jeffrey S. Kimmel
  • Publication number: 20180067784
    Abstract: A cache affinity and processor utilization technique efficiently load balances work in a storage input/output (I/O) stack among a plurality of processors and associated processor cores of a node. The storage I/O stack employs one or more non-blocking messaging kernel (MK) threads that execute non-blocking message handlers (i.e., non-blocking services). The technique load balances work between the processor cores sharing a last level cache (LLC) (i.e., intra-LLC processor load balancing), and load balances work between the processors having separate LLCs (i.e., inter-LLC processor load balancing). The technique may allocate a predetermined number of logical processors for use by an MK scheduler to schedule the non-blocking services within the storage I/O stack, as well as allocate a remaining number of logical processors for use by blocking services, e.g., scheduled by an operating system kernel scheduler.
    Type: Application
    Filed: November 8, 2017
    Publication date: March 8, 2018
    Inventors: Jeffrey S. Kimmel, Christopher Joseph Corsi, Venkatesh Babu Chitlur Srinivasa
  • Patent number: 9848043
    Abstract: Data consistency and availability can be provided at the granularity of logical storage objects in storage solutions that use storage virtualization in clustered storage environments. To ensure consistency of data across different storage elements, synchronization is performed across the different storage elements. Changes to data are synchronized across storage elements in different clusters by propagating the changes from a primary logical storage object to a secondary logical storage object. To satisfy the strictest RPOs while maintaining performance, change requests are intercepted prior to being sent to a filesystem that hosts the primary logical storage object and propagated to a different managing storage element associated with the secondary logical storage object.
    Type: Grant
    Filed: February 13, 2017
    Date of Patent: December 19, 2017
    Assignee: NetApp, Inc.
    Inventors: Jeffrey S. Kimmel, Susan M. Coatney, Yuedong Mu, Santosh Rao
  • Patent number: 9842008
    Abstract: A cache affinity and processor utilization technique efficiently load balances work in a storage input/output (I/O) stack among a plurality of processors and associated processor cores of a node. The storage I/O stack employs one or more non-blocking messaging kernel (MK) threads that execute non-blocking message handlers (i.e., non-blocking services). The technique load balances work between the processor cores sharing a last level cache (LLC) (i.e., intra-LLC processor load balancing), and load balances work between the processors having separate LLCs (i.e., inter-LLC processor load balancing). The technique may allocate a predetermined number of logical processors for use by an MK scheduler to schedule the non-blocking services within the storage I/O stack, as well as allocate a remaining number of logical processors for use by blocking services, e.g., scheduled by an operating system kernel scheduler.
    Type: Grant
    Filed: February 24, 2016
    Date of Patent: December 12, 2017
    Assignee: NetApp, Inc.
    Inventors: Jeffrey S. Kimmel, Christopher Joseph Corsi, Venkatesh Babu Chitlur Srinivasa
  • Publication number: 20170315728
    Abstract: A consistency group is used as a basic unit of data management of storage containers served by a storage input/output (I/O) stack executing on one or more nodes of a cluster. The storage container may be a LUN embodied as parent volume (active volume), a snapshot (represented as an independent volume embodied as read-only copy of the active volume), and a clone (represented as another independent volume embodied as a read-write copy (clone) of the active volume). A consistency group (CG) is a set (i.e., collection) of objects, e.g., LUNs or other CGs (nested CG), which may be managed and operated upon collectively by an administrative command via a Storage Area Network administration layer (SAL) of the storage I/O stack.
    Type: Application
    Filed: April 29, 2016
    Publication date: November 2, 2017
    Inventors: Ling Zheng, Ning Zhao, Radek Aster, Jeffrey S. Kimmel
  • Publication number: 20170300388
    Abstract: A technique restores a file system of a storage input/output (I/O) stack to a deterministic point-in-time state in the event of failure (loss) of non-volatile random access memory (NVRAM) of a node. The technique enables restoration of the file system to a safepoint stored on storage devices, such solid state drives (SSD), of the node with minimum data and metadata loss. The safepoint is a point-in-time during execution of I/O requests (e.g., write operations) at which data and related metadata of the write operations prior to the point-in-time are safely persisted on SSD such that the metadata relating to an image of the file system on SSD (on-disk) is consistent and complete. Upon reboot after NVRAM loss, the technique identifies (i) the most recent safepoint, as well as (ii) the inflight writes that were persistently stored on disk after the most recent safepoint. The data and metadata of those inflight writes are then deleted to place the on-disk file system to its state at the most recent safepoint.
    Type: Application
    Filed: April 15, 2016
    Publication date: October 19, 2017
    Inventors: Ling Zheng, Jeffrey S. Kimmel
  • Patent number: 9740566
    Abstract: A technique efficiently creates a snapshot for a logical unit (LUN) served by a storage input/output (I/O) stack executing on a node of a cluster that organizes data as extents referenced by keys. In addition, the technique efficiently creates one or more snapshots for a group of LUNs organized as a consistency group (CG) and served by storage I/O stacks executing on a plurality of nodes of the cluster. To that end, the technique involves a plurality of indivisible operations (i.e., transactions) of a snapshot creation workflow administered by a Storage Area Network (SAN) administration layer (SAL) of the storage I/O stack in response to a snapshot create request issued by a host.
    Type: Grant
    Filed: September 29, 2015
    Date of Patent: August 22, 2017
    Assignee: NetApp, Inc.
    Inventors: Ling Zheng, Long Yang, Kayuri H. Patel, Suhas Prakash, Jeffrey S. Kimmel, Anshul Pundir, Arun Rokade
  • Patent number: 9720822
    Abstract: In one embodiment, a node coupled to solid state drives (SSDs) of a plurality of storage arrays executes a storage input/output (I/O) stack having a plurality of layers. The node includes a non-volatile random access memory (NVRAM). A first portion of the NVRAM is configured as a write-back cache to store write data associated with a write request and a second portion of the NVRAM is configured as one or more non-volatile logs (NVLogs) to record metadata associated with the write request. The write data is passed from the write-back cache over a first path of the storage I/O stack for storage on a first storage array and the metadata is passed from the one or more NVLogs over a second path of the storage I/O stack for storage on a second storage array, wherein the first path is different from the second path.
    Type: Grant
    Filed: September 16, 2015
    Date of Patent: August 1, 2017
    Assignee: NetApp, Inc.
    Inventor: Jeffrey S. Kimmel
  • Publication number: 20170155716
    Abstract: Data consistency and availability can be provided at the granularity of logical storage objects in storage solutions that use storage virtualization in clustered storage environments. To ensure consistency of data across different storage elements, synchronization is performed across the different storage elements. Changes to data are synchronized across storage elements in different clusters by propagating the changes from a primary logical storage object to a secondary logical storage object. To satisfy the strictest RPOs while maintaining performance, change requests are intercepted prior to being sent to a filesystem that hosts the primary logical storage object and propagated to a different managing storage element associated with the secondary logical storage object.
    Type: Application
    Filed: February 13, 2017
    Publication date: June 1, 2017
    Inventors: Jeffrey S. Kimmel, Susan M. Coatney, Yuedong Mu, Santosh Rao