Abstract: A technique monitors input/output (I/O) and Persistent Reservation (PR) activity patterns to detect degraded performance of a highly available and fault tolerant application executing in a multi-site disaster recovery (DR) environment. Multiple instances of the application execute in different virtual machines (VMs) of a compute layer within a guest clustering configuration that extends across clusters of the sites. A storage layer of the clusters provides shared storage to the multiple VMs across the multiple sites. One of the sites is configured as an active storage site configured to receive and service I/O requests from the compute layer. A single instance of the application is active at a time and configured as a “compute owner” of the shared storage to issue the I/O requests to the shared storage. The compute owner and active storage site may not be co-located on the same site, leading to excessive I/O and PR activity patterns indicative of degraded performance.

Abstract: The present disclosure provides a description of exemplary systems and methods for enabling faster proof-of-work in a distributed ledger. The methods and systems may include a processor which may generate a first hash having a first difficulty level as a first proof of work associated with a first plurality of selected transactions. The first hash not being accepted by a distributed ledger network. The processor may receive a second plurality of selected transactions and determine a second difficulty level for a second proof of work associated with the second plurality of selected transactions. The processor may compare the first difficulty level to the second difficulty level. In response to determining that the first difficulty level is less than the second difficulty level, the processor may generate a second hash as a second proof-of-work for the second plurality of selected transactions having a residual difficulty level.

Abstract: Methods and systems for reporting CSI and selecting optimal beams using ML. The CSI report is sent to a gNB, which includes feedback parameters, computed and predicted using ML. The feedback parameters are computed using measurements performed using CSI-RS. Values of the feedback parameters likely at future, based on channel variation and the measurements, are pre-dieted using ML. The computed and predicted feedback parameters are included in the CSI report. Optimal CSI-RS resource allocation and optimal CSI reporting periodicity are determined using ML and sent to the gNB. The CSI report is encoded using the ML based model. The RSRP of the beams are predicted using ML for beam selection.

Abstract: A circuit of cells used as a memory array and capable of in-memory arithmetic which includes a plurality of signed ternary processing, each signed ternary processing cell includes a first memory cell, adapted to hold a first digital value, a second memory cell, adapted to hold a second digital value, wherein a binary combination of the first digital value and the second digital value establishes a first signed ternary operand, a signed ternary input forming a second signed ternary operand, and a signed ternary output, wherein the signed ternary output represents a signed multiplication of the first signed ternary operand and the second signed ternary operand, a sense circuit adapted to output a subtraction result.

Abstract: The present subject matter discloses a system and method for detecting Large Vessel Occlusion (LVO) on a Computational Tomography Angiogram (CTA) automatically. the system comprises a vascular-territory-segmentation module, an ICV segmentation module, MCA-LVO classifier and ICA-LVO classifier. The vascular territory segmentation module is configured to receive a set of CTA images and to mark a territory of vascular segments in the ICV region for each slice of the ROI. The ICV segmentation module is configured to process each slice of the ROI. The processed slices of the ROI are combined to develop a CTA image after application of MIP and the developed CTA image is segmented into a Middle Cerebral Artery (MCA) region and an Internal Cerebral Artery (ICA) region. The MCA-LVO and ICA-LVO classifiers determine presence of the LVO on the received MCA and ICA region using Deep Learning techniques and accordingly the presence of the LVO is reported.

Abstract: The present disclosure provides a system (100) and a method (200) for real-time debugging of a processor (102). The system includes a debugging unit (104) configured to receive a first set of instructions from the processor. The first set of instructions includes a set of function calls and/or a set of jump instructions. The debugging unit further includes a skip list unit (106) including a skip set of instructions. The skip list unit is configured to remove, from the first set of instructions, the skip set of instructions to generate a second set of instructions. The debugging unit includes a loop exclusion unit (108) configured to determine loops of instructions based on loop unrolling of the second set of instructions to generate a third set of instructions by removing loops of instructions from the second set of instructions. The debugging unit is configured to store the third set of instructions.

Abstract: A system and a method for automatically identifying key dialogues in media is disclosed herein. In the method disclosed herein, the key dialogues engine receives the media asset and extract transcript data and supplementary data. The key dialogues engine processes the transcript data into a plurality of transcript data elements and associate the transcript data elements with respective data elements selected from the supplementary data.

Abstract: A computer-implemented method includes obtaining, from a storage, a video to be enhanced, based on a selection of a user; determining corresponding sets of object scores for a plurality of objects identified in the video, respectively, based on a set of predetermined factors; identifying a primary object and one or more secondary objects in the video, among the plurality of objects, based on the corresponding sets of object scores; and applying at least one visual effect to the primary object and at least one secondary object, from the one or more secondary objects, in at least a portion of the video, for obtaining an enhanced video with the at least one visual effect applied at least to the portion of the video.

Abstract: The present disclosure relates to an apparatus for adjusting AC-DC converter output voltage, the apparatus includes a plurality of ports, an AC-DC converter circuit, a plurality of DC-DC converters coupled to a plurality of controllers, where the plurality of controllers coupled to corresponding plurality of ports to operate the one or more loads, wherein at least one controller is a master controller and the other plurality of controllers are slave controllers. The master controller configured to determine, from the slave controllers power levels for each port, calculate an optimal input voltage value for the DC-DC converters and communicate the calculated value to the AC-DC converter circuit through a constant current source to regulate the amount of DC voltage that is being supplied to the DC-DC converters to operate the one or more loads, thereby leading to improved system efficiency of multiport USB based power adapter.

Abstract: A method of monitoring corrosion of an electrical enclosure in a hazardous environment is provided. The method is implemented with at least one computing device in communication with at least one FBG optical sensor reflecting UV light in the electrical enclosure. The method includes measuring wavelength changes of UV light reflected by the at least one sensor, wherein the wavelength changes are a function of corrosion-related strain in the electrical enclosure. The method also includes computing, by the at least one computing device, the corrosion-related strain in the electrical enclosure based on the measured wavelength changes. The method further includes comparing, by the at least one computing device, the computed corrosion-related strain with a predetermined threshold, and recommending preventive corrosion-related maintenance based on the comparison.

Abstract: The present disclosure relates to a thermal solution using a heat exchanger mounted inside an outdoor telecom unit. More specifically, a hardened optical platform includes a base chassis and a lid configured to seal an interior of the base chassis, wherein each of the base chassis and the lid include a plurality of fins. The hardened optical platform also including a vapor chamber in the interior including a heat exchanger. The heat exchanger including a second plurality of fins that are intertwined with a third plurality of fins on the base chassis in the interior.

Abstract: First images that are screenshots from a first version of a software component are obtained. Second images that are screenshots from a second version are obtained. A collection of image deviations that includes pair-wise image deviations between pairs of images are identified. A pair of images includes a first image from the first images and a corresponding second image from the second images. An image deviation indicates a portion of the second image identified as differing from a spatially corresponding portion of the first image. The image deviations are grouped into deviation groups. At least some of the second images are associated with at least some of the deviation groups. A subset of the second images corresponding to a deviation group is output responsive to a selection of an indication of the deviation group.

Abstract: A method for ensuring precedence for the processing of a blockchain transaction to prevent loss of cryptographic currency includes receiving a new blockchain transaction by a blockchain node in a blockchain network, confirming the new blockchain transaction including identifying a precedence transaction that was previously conducted and stored in the blockchain that involves both blockchain wallets included in the new blockchain transaction, including the new blockchain transaction in a new block that is generated, and distributing the new block to additional nodes in the blockchain network for confirmation and addition to the blockchain.

Abstract: In various embodiments, one or more non-transitory computer-readable media storing program instructions that, when executed by one or more processors, cause the one or more processors to perform a method comprising receiving, from an API server, a request to access a service, the request including an API authorization identifier; validating the API authorization identifier to generate a validation result; determining a service tier of the service based on the request; and transmitting, to the API server, a response including the validation result and an indicator of the service tier based on the request.

Abstract: Client machines, whether consumer or Enterprise, are notified of software updates using a decentralized, peer-to-peer blockchain infrastructure. Any software update is written to a block of data and distributed to blockchain nodes associated with a blockchain network. A smart contract, executed by any of the blockchain nodes, causes the corresponding blockchain node to notify specific client machines of the block of data recording the software update. The client machines contact the blockchain node and request the software update written to the block of data. The blockchain node retrieves and sends the software update written to the block of data. When the client machines receive the software update, the client machines apply or install the software update to improve their computer functioning.

Abstract: A system and computer-implemented method includes the operations of transmitting a cold reset signal to a multiple-funding source payment card and receiving a first answer-to-reset message therefrom. The first answer-to-reset message includes governing rules for performing a single-swipe transaction. The operation also includes receiving payment account details for a first payment account in accordance with the governing rules. A first PIN associated with the first payment account is input by a cardholder and a first payment authorization request message for approval of the single-swipe transaction is transmitted. Upon receipt of a payment declined response message, a warm reset signal is transmitted to the payment card. A second answer-to-reset message is received including payment account details for a second payment account.

Abstract: The present invention relates to an optical fiber with improved bend performance and manufacturing method thereof. The optical fiber (100) comprises a core region (108) defined by a core refractive index profile (200) and a cladding region (106) surrounding the core region defined by a cladding refractive index profile (400). Particularly, the core region has a first core (102) defined by a first core refractive index (RI) profile (202) and a first core RI max (?peak) and a second core (104) defined by a second core RI profile (204) and a second core RI max (?core). Moreover, the cladding region further comprises a first cladding (106) and a third cladding (110) composed of pure silica and a second cladding (108) composed of a down-doped silica, where the down-dopant is fluorine.

Abstract: Methods, systems, and devices for providing for trust in a distributed environment are disclosed. In a distributed environment, various devices may be remote to one another and may interact with one another via one or more operable connections. Through the operable connections, various communications may be exchanged. However, the operable connections may not natively support authentication of any particular device in the distributed system. Consequently, entities in the distributed system may not intrinsically trust that the communications received through the distributed environment are authentic. The entities of the system may mutually authenticate one another prior to trusting communications from the other entities. For example, in a scenario where a client wishes to access data hosted by a data source, the client and data source may go through a process of mutually authenticating one another. By doing so, a trusted environment may be established.

Abstract: The present disclosure provides a description of exemplary systems and methods for superseding pending transactions in a distributed ledger. The methods and systems may include a processor which may receive a first transaction associated with a digital asset in a memory pool of a distributed ledger network, the first transaction having a first priority. The processor may receive a second transaction associated with the digital asset in the memory pool of the distributed ledger network, the second transaction having a second priority. The processor may analyze the first priority of the first transaction and the second priority of the second transaction to determine a higher priority. In response to determining that the first priority of the first transaction is less than the second priority of the second transaction, the processor may validate the second transaction having the second priority.

Abstract: The present disclosure provides a description of exemplary systems and methods for enabling faster proof-of-work in a distributed ledger. The methods and systems may include a processor which may generate a first hash having a first difficulty level as a first proof of work associated with a first plurality of selected transactions. The first hash not being accepted by a distributed ledger network. The processor may receive a second plurality of selected transactions and determine a second difficulty level for a second proof of work associated with the second plurality of selected transactions. The processor may compare the first difficulty level to the second difficulty level. In response to determining that the first difficulty level is less than the second difficulty level, the processor may generate a second hash as a second proof-of-work for the second plurality of selected transactions having a residual difficulty level.