Abstract: Methods and systems for detecting disparate incidents in processed data using a plurality of machine learning models. For example, the system may receive native asset data. The system may extract telemetry data from the native asset data. The system may input the first feature input into a first machine learning model, wherein the first machine learning model is trained to detect known incidents of a first type in a first set of labeled telemetry data. The system may then detect a first incident based on a first output from the first machine learning model, wherein the first incident is a first event in an asset related to the user's behavior.

Abstract: A computer-implemented method, according to one approach, includes: receiving write requests, accumulating the write requests in a destage buffer, and determining a current read heat value of each logical page which corresponds to the write requests. Each of the write requests is assigned to a respective write queue based on the current read heat value of each logical page which corresponds to the write requests. Moreover, each of the write queues correspond to a different page stripe which includes physical pages, the physical pages included in each of the respective page stripes being of a same type. Furthermore, data in the write requests is destaged from the write queues to their respective page stripes. Other systems, methods, and computer program products are described in additional approaches.

Abstract: Hardware assisted remote transactional memory including receiving, from a first remote processor over a high-speed communications fabric, an indication of a beginning of a first memory transaction; queuing, in a first hardware memory assistant, memory instructions for the first memory transaction; receiving, from a second remote processor over the high-speed communications fabric, an indication of a beginning of a second memory transaction; queuing, in a second hardware memory assistant, memory instructions for the second memory transaction; receiving, from the first remote processor over the high-speed communications fabric, an indication of an ending of the first memory transaction; comparing memory addresses accessed in the first memory transaction to memory addresses accessed in the second memory transaction; and in response to determining that the memory addresses accessed in the first memory transaction overlap with the memory addresses accessed in the second memory transaction, aborting the first memor

Abstract: A multi-controller memory system includes a flexible channel memory controller coupled to at least first and second physical interfaces. The second physical interface is also coupled to an auxiliary memory controller. The physical interfaces may be coupled to separate memory modules. In a single-channel control mode, the memory controllers respectively control the memory modules coupled to the first and second physical interface. In a multi-channel control mode, the flexible channel memory controller controls both memory modules while the auxiliary memory controller is inactive. In a single-channel control mode, the memory controllers coordinate restricted memory control commands which access a resource shared by both modules, by one controller transmitting a request signal for the resource to the other controller, awaiting an acknowledgment signal from the other controller, and maintaining transmission of the request signal until the use of the resource is completed.

Abstract: Determining storage of particular data in cache memory of a storage device includes using a first mechanism to determine when to remove the particular data from the cache memory and using a second mechanism, independent from the first mechanism, to inhibit the particular data from being stored in the cache memory independent of whether the first mechanism otherwise causes the particular data to be stored in the cache memory. The first mechanism may remove data from the cache memory that was least recently accessed. The second mechanism may be based, at least in part, on a prediction value of an expected benefit of storing the particular data in the cache memory. The prediction value may be determined based on input data corresponding to measured cache read hits (RH), cache write hits (WH), cache read misses (RM), cache write destage operations (WD), and prefetch reads (PR) for the particular data.

Abstract: The present teaching relates to a method, system, and programming for determining a source of a data object. A first average latency of a plurality of users in accessing the data object from the first data source is computed, wherein the first data source was previously identified as being the source of the data object. From each of other data sources, a second average latency of the plurality of users in accessing the data object from the other data source is obtained. In response to the first data source satisfying a first criterion associated with the first average latency, the first data source is maintained to be the source of the data object. In response to the first data source violating the first criterion, one of the other data sources that satisfies a second criterion associated with the second average latency is deemed as the source of the data object.

Abstract: Techniques are disclosed for identifying data streams in a processor that are likely to benefit from data prefetching. A prefetcher receives at least a first request in a plurality of requests to pre-fetch data from a stream in a plurality of streams. The prefetcher assigns a confidence level to the the first request based on an amount of confirmations observed in the stream. The request is in a confident state if the confidence level exceeds a specified value. The first request is in a non-confident state if the confidence level does not exceed the specified value. Doing so allows a memory controller to determine whether to drop the at least the first request based on the confidence level and a memory resource utilization threshold.

Abstract: A system and method for efficiently supporting a cache memory hierarchy potentially using a zero size cache in a level of the hierarchy. In various embodiments, logic in a lower-level cache controller or elsewhere receives a miss request from an upper-level cache controller. When the requested data is non-cacheable, the logic sends a snoop request with an address of the memory access operation to the upper-level cache controller to determine whether the requested data is in the upper-level data cache. When the snoop response indicates a miss or the requested data is cacheable, the logic retrieves the requested data from memory. When the snoop response indicates a hit, the logic retrieves the requested data from the upper-level cache. The logic completes servicing the memory access operation while preventing cache storage of the received requested data in a cache at a same level of the cache memory hierarchy as the logic.

Abstract: A multi-level caching method and a multi-level caching system for enhancing a graph processing performance are provided. The multi-level caching method includes searching for graph data associated with a query from a first cache memory in which data output in response to a previous query request is stored, when a query request for the query is received, re-searching for the graph data from a second cache memory in which neighboring data with a history of an access to each of data stored in the first cache memory is stored, when the graph data is not found in the first cache memory, and outputting first neighboring data found by the re-searching as the graph data when a response to the query request is output.

Abstract: Techniques described herein relate to systems and methods of data storage, and more particularly to providing layering of file system functionality on an object interface. In certain embodiments, file system functionality may be layered on cloud object interfaces to provide cloud-based storage while allowing for functionality expected from a legacy applications. For instance, POSIX interfaces and semantics may be layered on cloud-based storage, while providing access to data in a manner consistent with file-based access with data organization in name hierarchies. Various embodiments also may provide for memory mapping of data so that memory map changes are reflected in persistent storage while ensuring consistency between memory map changes and writes. For example, by transforming a ZFS file system disk-based storage into ZFS cloud-based storage, the ZFS file system gains the elastic nature of cloud storage.

Abstract: An apparatus comprises processing circuitry to process data access operations specifying a virtual address of data to be loaded from or stored to a data store, and proxy identifier determining circuitry to determine a proxy identifier for a data access operation to be processed by the data access circuitry, the proxy identifier having fewer bits than a physical address corresponding to the virtual address specified by the data access operation. The processing circuitry comprises at least one buffer to buffer information (including the proxy identifier) associated with one or more pending data access operations awaiting processing. Address translation circuitry determines the physical address corresponding to the virtual address specified for a data access operation after that data access operation has progressed beyond said at least one buffer.

Abstract: A multichip package may include at least a main die mounted on a substrate. The main die may be coupled to one or more transceiver dies also mounted on the substrate. The main die may include one or more universal interface blocks configured to interface with an on-package memory device or an on-package expansion die, both of which can be mounted on the substrate. The expansion die may include external memory interface (EMIF) components for communicating with off-package memory devices and/or bulk random-access memory (RAM) components for storing large amounts of data for the main die. Smaller input-output blocks such as GPIO (general purpose input-output) or LVDS (low-voltage differential signaling) interfaces may be formed within the core fabric of the main die without causing routing congestion while providing the necessary clock source.

Abstract: A memory cache controller includes a transaction arbiter circuit and a retry queue circuit. The transaction arbiter circuit may determine whether a received memory transaction can currently be processed by a transaction pipeline. The retry queue circuit may queue memory transactions that the transaction arbiter circuit determines cannot be processed by the transaction pipeline. In response to receiving a memory transaction that is a cache management transaction, the retry queue circuit may establish a dependency from the cache management transaction to a previously stored memory transaction in response to a determination that both the previously stored memory transaction and the cache management transaction target a common address. Based on the dependency, the retry queue circuit may initiate a retry, by the transaction pipeline, of one or more of the queued memory transactions in the retry queue circuit.

Abstract: Allocation of storage array hardware resources between host-visible and host-hidden services is managed to ensure that sufficient hardware resources are allocated to host-visible services. Information obtained from monitoring real-world operation of the storage array is used to generate a model of the storage array. The generated model represents temporal dependencies between storage array hardware, host-visible services, and host-hidden services. Because the model includes information gathered over time and represents temporal dependencies, future occurrence of repeating variations of storage-related service usage and requirements can be predicted. The model may be used to generate hardware recommendations and dynamically re-allocate existing hardware resources to more reliably satisfy a predetermined level of measured performance.

Abstract: A method of managing a direct-mapped cache is provided. The method includes a direct-mapped cache receiving memory references indexed to a particular cache line, using a first cache line replacement algorithm to select a main memory block as a candidate for storage in the cache line in response to each memory reference, and using a second cache line replacement algorithm to select a main memory block as a candidate for storage in the cache line in response to each memory reference. The method further includes identifying, over a plurality of most recently received memory references, which one of the algorithms has selected a main memory block that matches a next memory reference a greater number of times, and storing a block of main memory in the cache line, wherein the block of main memory stored in the cache line is the main memory block selected by the identified algorithm.

Abstract: A data warehouse engine (DWE) includes a central processing unit (CPU) core and a first data organization unit (DOU), where the first DOU is configured to aggregate read operations. The DWE also includes a first command queue coupled between the CPU core and the first DOU, where the first command queue is configured to convey commands from the CPU core to the first DOU.

Abstract: Loading of a page into memory of an in-memory database system is initiated. Thereafter, a new page size for the page in memory is allocated corresponding to a greater of a current page size and an intended page size. Later, the page is loaded into the allocated memory so that a consistent change can be opened. Content within the page is reorganized according to the new page size followed by the consistent change being closed.

Abstract: A computer-implemented method for cache memory management includes receiving a coherence request message from a requesting processor. The method can further include determining a request type responsive to detecting the transactional conflict. The request type is indicative of whether the coherence request is a prefetch request. The method further includes detecting, with a conflict detecting engine, a transactional conflict with the coherence request message. The method further includes sending, with the adaptive prefetch throttling engine, a negative acknowledgement to the requesting processor responsive to a determination that the coherence request is a prefetch request.

Abstract: Technology is described for management of shadowing for devices. A computing hub may store device data from a device in a buffer associated with a local device shadow of the device. The computing hub may determine a write status of the device data using a last write marker representing a last data entry written to the buffer. The computing hub may also determine a shadowing upload status of the device data using a last sent shadow marker representing a last data entry of the buffer sent to a device shadowing service in a service provider environment. The computing hub may send computing hub information that includes the last write marker and the last sent shadow marker to the device shadowing service in the service provider environment.

Abstract: In an example embodiment, a system and method to store and retrieve application data from a database are provided. In an example embodiment, location data comprising a database identifier is received. A location of a database is derived based on the database identifier, the database being one of a plurality of databases, each database of the plurality of databases comprising application data, and application data is requested from the database based on the derived location.

Abstract: Storage circuitry is provided, that is designed to form part of a memory hierarchy. The storage circuitry comprises receiver circuitry for receiving a request to obtain data from the memory hierarchy. Transfer circuitry causes the data to be stored at a selected destination in response to the request, wherein the selected destination is selected in dependence on at least one selection condition. Tracker circuitry tracks the request while the request is unresolved. If at least one selection condition is met then the destination is the storage circuitry and otherwise the destination is other storage circuitry in the memory hierarchy.

Abstract: An example embodiment combines use of a branch predictor with cache-like storage of previously executed branch targets to improve processor performance while minimizing hardware cost. The branch predictor is configured to predict both conditional branch and indirect branch targets and includes a combined predictor table configured to store at least one tagged conditional branch prediction in combination with at least one tagged indirect branch target prediction. The at least one tagged indirect branch target prediction is configured to include a predicted partial target address of a complete target address, the complete target address associated with an indirect branch instruction of a processor. The predictor includes prediction logic configured to use the predicted partial target address to produce a predicted complete target address of the complete target address for use by the processor prior to execution of the indirect branch instruction.

Abstract: Systems and methods (including hardware and software) are disclosed for us in a multi-core, multi-socket server with many RDMA network adapters and NVME solid state drives. One of the features of the subject matter is to optimize the total IO throughput of the system by first replacing software locks with non-interruptible event handlers running on specific CPU cores that own individual software data structures and hardware queues, and second by moving work to that CPU affinity without stalling due to software lock overhead.

Abstract: A processor circuit includes: multiple processor cores; multiple individual memories; multiple shared memories; multiple memory control circuits; multiple selectors; and a control core; wherein when an address of the read request from the first processor associated with a specific memory control circuit is identical to the transfer source address, the specific memory control circuit controls the transfer data based on the read request to be transferred to the transfer destination address via a specific selector of the multiple selectors in which the transfer selection information is set, wherein, when the control core sets read selection information in each of the multiple selectors, read data is read by one of the first processor core and the first adjacent processor core from the associated shared memory via a specific selector of the multiple selectors in which the read selection information is set.

Abstract: A management system and management method for facilitating resetting of necessary properties along with a version upgrade of a component are proposed. The management system and management method are designed to: update a version of a target component associated with a designated service template or its duplicate in response to a version upgrade request which designates a service template; estimate possible configurations as a post-reset configuration caused by the version upgrade of the target component with respect to each property group including properties associated with the version-upgraded target component, from among property groups of the designated service template or its duplicate; search for a property group having any of the estimated configurations from among property groups of a service template other than the designated service template or its duplicate; and display setting content of the property group detected by the search.

Abstract: An apparatus comprises processing circuitry for accessing data in a physically-indexed cache. Set indicator recording circuitry is provided to record a set indicator corresponding to a target physical address, where the set indicator depends on which set of one or more storage locations of the cache corresponds to the target physical address. The set indicator is insufficient to identify the target physical address itself. This enables performance issues caused by contention of data items for individual sets in a physically-indexed set-associative or direct-mapped cache to be identified without needing to expose the physical address itself to potentially insecure processes or devices.

Abstract: Ownership of a memory unit in a data processing system is tracked by assigning an identifier to each software component in the data processing system that can acquire ownership of the memory unit. An ownership variable is updated with the identifier of the software component that acquires ownership of the memory unit whenever the memory unit is acquired.

Abstract: Systems and methods that detect presence of malicious software while comparing address mappings in multiple table look-aside buffers are provided. Address mappings in an instruction table look-aside buffer (ITLB) and a data table look-aside buffer (DTLB) may be scanned with each address mapping including a mapping between a virtual page in a virtual memory and a frame in a physical memory of a computing device. A discrepancy between an address mapping in the ITLB and an address mapping in the DTLB can be identified. Based on the discrepancy, a process associated with the mapping may then be identified as a malicious process.

Abstract: Techniques to manage virtual memory are disclosed. In various embodiments, a time domain page access signal of a page is transformed to a frequency domain to obtain an access frequency. The access frequency is used to manage storage of the page in a page cache in memory. The access frequency may be used to evict the page from the page cache or, in some embodiments, to predictively load the page into the page cache.

Abstract: According to an aspect of the present invention, a device includes a transmitter and receiver that transmits and receives communication packets to and from other device, a memory that stores one or more reference information which present a function for data request and a function for data communication which a service comprises, one or more predetermined data relating to the functions, and one or more distinguishing information for distinguishing the predetermined data, and a processor. The processor generates a packet which includes the reference information associated with the function for data communication, the predetermined data, and the distinguishing information.

Abstract: Example implementations relate to read operation redirect. For example, a system according in the present disclosure may include a data storage device accessible by a host. The system may include an input/output filter of an operating system of the host. The input/output filter may monitor read operations and write operations from the host to the data storage device. The input/output filter may copy a portion of the data storage device to a random-access memory (RAM) buffer within the host responsive to monitored read operations to the portion exceeding a threshold. The input/output filter may redirect a successive read operation, addressed to the portion of the data storage device, to the copy of the portion in the RAM buffer.

Abstract: In an embodiment, an apparatus includes multiple memory resources, and a resource table that includes entries that correspond to respective memory resources of the multiple memory resources. The apparatus also includes a circuit configured to receive a first memory command. The first memory command is associated with a subset of the multiple memory resources. For each memory resource of the subset, the circuit is also configured to set a respective indicator associated with the first memory command, and to store a first value in a first entry of the resource table in response to a determination that the respective memory resource is unavailable. The circuit is also configured to store a second value in each entry of the resource table that corresponds to a memory resource of the subset in response to a determination that an entry corresponding to a given memory resource of the subset includes the first value.

Abstract: An apparatus and method are provided for handling caching of persistent data. The apparatus comprises cache storage having a plurality of entries to cache data items associated with memory address in a non-volatile memory. The data items may comprise persistent data items and non-persistent data items. Write back control circuitry is used to control write back of the data items from the cache storage to the non-volatile memory. In addition, cache usage determination circuitry is used to determine, in dependence on information indicative of capacity of a backup energy source, a subset of the plurality of entries to be used to store persistent data items. In response to an event causing the backup energy source to be used, the write back control circuitry is then arranged to initiate write back to the non-volatile memory of the persistent data items cached in the subset of the plurality of entries.

Abstract: Disclosed herein are techniques for monitoring the performance of a storage-class memory (SCM). In some embodiments, a performance monitoring circuit at an interface between the SCM and a memory controller of the SCM receives transaction commands from the memory controller to the SCM, measures statistics associated with the transaction commands, and determines a utilization rate of the SCM based on the statistics. Based on the determined utilization rate of the SCM, future transaction requests can be optimized to improve the utilization rate of the SCM.

Abstract: A method, system, and device provide for selective control in a distributed cache system of the power state of a number of receiver partitions arranged in one or more partition groups. A power control element coupled to one or more of the receiver partitions and a coherent interconnect selectively control transition from a current power state to a new power state by each receiver partition of one or more partition groups of the plurality of partition groups.

Abstract: There is provided a method and server for retrieving data from a data storage system including a plurality of storage nodes. The method may include sending a multicast message to at least a subset of the storage nodes. The multicast message may include a request for the subset of storage nodes to send the data. The multicast message may further include a data identifier, indicating the data to be retrieved. Moreover, the method may include receiving data from a first storage node of the subset of storage nodes. The data received from the first storage node may correspond to the requested data. At least the act of sending a multicast message or the act of receiving data from the first storage node may be performed on a condition that an estimated size of the data is less than a predetermined value.

Abstract: Operation of a multi-slice processor that includes a plurality of execution slices and a plurality of load/store slices, where each load/store slice includes a load miss queue and a load reorder queue, includes: receiving, at a load reorder queue, a load instruction requesting data; responsive to the data not being stored in a data cache, determining whether a previous load instruction is pending a fetch of a cache line comprising the data; if the cache line does not comprise the data, allocating an entry for the load instruction in the load miss queue; and if the cache line does comprise the data: merging, in the load reorder queue, the load instruction with an entry for the previous load instruction.

Abstract: A method and apparatus for reducing write-backs to memory is disclosed herein. The method includes determining whether a read/write request entering a lower level cache is a cache line containing modified data, and responsive to determining that the read/write request is not a cache line containing modified data, manipulating age information of the cache line to reduce a number of write-backs to memory.

Abstract: A hypervisor-based virtual machine isolation apparatus and method. The hypervisor-based virtual machine isolation method performed by the hypervisor-based virtual machine isolation apparatus includes when a hypervisor starts to run virtual machines, allocating one or more colors to each of the virtual machines, allocating a page frame corresponding to the allocated colors to the corresponding virtual machine, allocating an accessible core depending on the colors of the virtual machine, and performing isolation between virtual machines corresponding to an identical color by changing a temporal/spatial scheduling order between the virtual machines corresponding to the identical color.

Abstract: A data block storage management capability is presented. A cloud file system management capability manages storage of data blocks of a file system across multiple cloud storage services (e.g., including determining, for each data block to be stored, a storage location and a storage duration for the data block). A cloud file system management capability manages movement of data blocks of a file system between storage volumes of cloud storage services. A cloud file system management capability provides a probabilistic eviction scheme for evicting data blocks from storage volumes of cloud storage services in advance of storage deadlines by which the data blocks are to be removed from the storage volumes. A cloud file system management capability enables dynamic adaptation of the storage volume sizes of the storage volumes of the cloud storage services.

Abstract: A memory system includes: a non-volatile memory device; a host controller suitable for generating a cache read command for controlling a cache read operation of the non-volatile memory device and at least one other command for controlling at least one other operation of the non-volatile memory device excluding the cache read operation in response to a request received from a host; and a memory controller suitable for controlling an operation of the non-volatile memory device in response to the cache read command and the at least one other command that are inputted from the host controller. The memory controller suitable for checking out the operation of the non-volatile memory device corresponding to a command that is inputted next to the input of the cache read command, and adding a read operation command including a read preparation command or a read end command next to the cache read command.

Abstract: Methods and apparatus for supporting cached volumes at storage gateways are disclosed. A storage gateway appliance is configured to cache at least a portion of a storage object of a remote storage service at local storage devices. In response to a client's write request, directed to at least a portion of a data chunk of the storage object, the appliance stores a data modification indicated in the write request at a storage device, and asynchronously uploads the modification to the storage service. In response to a client's read request, directed to a different portion of the data chunk, the appliance downloads the requested data from the storage service to the storage device, and provides the requested data to the client.

Abstract: Camera control and image streaming are described, including at least one camera or an apparatus associated with at least one camera. The camera or apparatus is configured to receive or detect a tag; determine that the tag is associated with the camera, which may be controlled by, managed by, or otherwise associated with the apparatus; determine that the tag is associated with a device or user; and establish a communication with the device or user based on the tag. The communication may include streaming a view through a lens of the camera to the device or user. The tag may allow the device or user to request capturing one or more images or a video using the camera. The tag may automatically trigger capturing of one or more images or a video using the camera.

Abstract: Enabling a prefetch request to be controlled in response to conditions in a receiver of the prefetch request and to conditions in a source of the prefetch request. One or more processors identify, based on a prefetch tag, a prefetch request that is associated with a prefetch instruction that is executed by a remote processor. The one or more processors generate the prefetch request in a remote processor according to a prefetch protocol. The prefetch request includes i) a description of at least one prefetch request operation and ii) a prefetch request information. A local processor, of the one or more processors, receives the prefetch request from the remote processor.

Abstract: An in-memory cluster computing framework node is described. The node includes storage devices having various priorities. The node also includes a resource monitor to monitor the operation of the storage devices. The node also includes a resource scheduler. When the resource monitor indicates that a storage device is at or approaching saturation, the resource scheduler can migrate data from that storage device to another storage device of lower priority.

Abstract: Technologies are provided for using a multi-user execution plan cache to process database queries. A database query processor can be configured to store execution plans in a multi-user execution plan cache. The query processor can determine whether an execution plan is shareable by multiple database users. If the execution plan is shareable, it can be stored in the cache in association with a sharing user identifier. When a database query is received, the query processor can determine that the query can be performed using the cached execution plan. If the cached execution plan is shareable, the database query can determine whether the cached execution plan is valid for a database user associated with the received database query. If the cached execution plan is valid for the database user, the query processor uses the cached execution plan to perform the query for the associated database user.

Abstract: In a data processing system, a store request is provided having corresponding store data and a corresponding access address, and a memory coherency required attribute corresponding to the access address of the store request is provided. When the store request results in a write-through store due to a cache hit or results in a cache miss, the corresponding access address and store data is stored in a selected entry of the store buffer and a merge allowed indicator is stored in the selected entry which indicates whether or not the selected entry is a candidate for merging. The merge allowed indicator is determined based on the memory coherency required attribute from the MMU and a store buffer coherency enable control bit of the cache. Entries of the store buffer which include an asserted merge allowed indicator and share a memory line in the memory are merged.

Abstract: An apparatus is described. The apparatus includes a main memory controller having a point-to-point link interface to couple to a point-to-point link. The point-to-point link is to transport system memory traffic between said main memory controller and a main memory. The main memory controller includes at least one of compression logic circuitry to compress write information prior to being transmitted over the link; decompression logic circuitry to decompress read information after being received from the link.

Abstract: A method of operating a mobile device including an embedded storage having a first capacity includes recognizing, in an application processor of the mobile device, that an external storage is connected to the mobile device, and measuring a performance of the external storage in the application processor of the mobile device. When the performance is equal to or greater than a reference value, the embedded storage and the external storage are constituted into one parallel processing storage, and workload is allocated by memory control module of the application processor to the embedded storage and the external storage based on a first performance of the embedded storage and a second performance of the external storage.

Abstract: Control over the overall data cache hit rate is obtained by managing partitioning caching responsibility by address space. Data caches determine whether to cache data by hashing the data address. Each data cache is assigned a range of hash values to serve. By choosing hash value ranges that do not overlap, data duplication can be eliminated if desired, or degrees of overlap can be allowed. Control over hit rate maximization of data caches having best hit response times is obtained by maintaining separate dedicated and undedicated partitions within each cache. The dedicated partition is only used for the assigned range of hash values.