Abstract: Provided are a computing apparatus for constructing a mosaic image and an operation method of the same. The computing apparatus includes: a memory storing one or more instructions; and a processor configured to execute the one or more instructions stored in the memory to: segment an input image into a plurality of sub areas to obtain a plurality of sub area images, extract a feature from each of the plurality of sub area images, generate a plurality of source images respectively corresponding to the plurality of sub areas using an image generation neural network, the image generation neural network using, as a condition, the feature extracted from each of the plurality of sub area images, and combine the plurality of source images respectively corresponding to the plurality of sub areas to generate a mosaic image.

Abstract: Disclosed herein is a method of ranking agents making sales of real estate. Accordingly, the method may include receiving, using a communication device, a sale pitch delivered by an agent for making a sale of a real estate to a client on a platform in a sale session from a first device, receiving, using the communication device, a response provided by the client corresponding to the sale pitch delivered on the platform in the sale session from a second device, analyzing, using a processing device, at least one of the sale pitch and the response in the sale session using a machine learning model, generating, using the processing device, an agent score for the agent based on the analyzing, and storing, using a storage device, the agent score and at least one of the sale pitch and the response of the sale session.

Abstract: Disclosed herein is a method of ranking real estate listings of real estate. Further, the method may include retrieving, using a storage device, real estate listing data associated with a real estate listing of a real estate. Further, the method may include analyzing, using a processing device, the real estate listing data using a machine learning model. Further, the method may include determining, using the processing device, a value for a quantitative variable associated with the real estate listing based on the analyzing. Further, the method may include determining, using the processing device, a quality of the real estate listing based on the value of the quantitative variable. Further, the method may include generating, using the processing device, a listing score for the real estate listing based on the quality. Further, the method may include storing, using the storage device, the listing score.

Abstract: Disclosed herein is a method for facilitating improving sales associated with real estate.

Abstract: Disclosed herein is a method of provisioning a collaborative virtual experience to two or more users, in accordance with some embodiments. The method may include transmitting an interactive 3D model data to two or more follower user devices associated with two or more followers. Further, the method may include receiving two or more follower state data from the two or more follower user devices. Further, the method may include generating a collaborative view data based on the interactive 3D model data and the two or more follower state data. Further, the method may include transmitting the collaborative view data to a leader user device operated by a leader associated with the two or more followers. Further, the leader user device may be configured for presenting the collaborative view data.

Abstract: Disclosed herein is a method of provisioning a collaborative virtual experience to two or more users, in accordance with some embodiments. The method may include transmitting an interactive 3D model data to one or more follower user devices associated with one or more followers. Further, the method may include receiving one or more follower state data from the one or more follower user devices. Further, the method may include generating a collaborative view data based on the interactive 3D model data and the one or more follower state data. Further, the method may include transmitting the collaborative view data to a leader user device operated by a leader associated with the one or more followers. Further, the leader user device may be configured for presenting the collaborative view data.

Abstract: A server and a control method thereof are provided. The server includes a communicator configured to communicate with an external apparatus; and a processor configured to: receive an image from the external apparatus via the communicator, process the received image by applying a plurality of image analysis models of which an analysis type for the image is different from each other, to the received image, and generate analysis result information about the image respectively corresponding to a plurality of analysis types according to the processing of the received image. With this, more various types of image analysis information may be provided with respect to one image. At least a portion of the analysis of the image, the processing and the generation may be carried out using at least one of a machine learning, a nerve network or a deep learning algorithm as a rule based or artificial intelligence algorithm.

Abstract: Systems, methods, and computer-readable media for interconnecting SDWANs through segment routing. A first SDWAN and a second SDWAN of a SDWAN fabric can be identified. A segment routing domain that interconnects the first SDWAN and the second SDWAN can be formed across a WAN underlay of the SDWAN fabric. Data transmission between the first SDWAN and the second SDWAN can be controlled by performing segment routing through the segment routing domain formed between the first SDWAN and the second SDWAN.

Abstract: Disclosed herein is a method of provisioning a virtual experience of a building based on user preference. The method may include receiving an identity data associated with an identity of a user, retrieving a user profile data based on the identity data, analyzing the user profile data using a machine learning model, determining at least one preference data based on the analyzing, identifying at least one virtual utility object based on the at least one preference data, generating an interactive 3D model data comprising the at least one virtual utility object, transmitting the interactive 3D model data to a user device configured to present the interactive 3D model data, receiving a reaction data from the user device. Further, the user device may include at least one sensor configured to generate the reaction data based on a behavioral reaction of a user consuming the interactive 3D model data.

Abstract: Systems, methods, and computer-readable media for interconnecting SDWANs through segment routing. A first SDWAN and a second SDWAN of a SDWAN fabric can be identified. A segment routing domain that interconnects the first SDWAN and the second SDWAN can be formed across a WAN underlay of the SDWAN fabric. Data transmission between the first SDWAN and the second SDWAN can be controlled by performing segment routing through the segment routing domain formed between the first SDWAN and the second SDWAN.

Abstract: Systems, methods, and computer-readable media for performing threat remediation through a switch fabric of a virtualized network environment. Data traffic passing into a virtualized network environment including a plurality of virtual machines running on a switch fabric is monitored. A network threat introduced through at a least a portion of the data traffic is identified at the switch fabric. One or more remedial measures are performed in the network environment based on the identification of the network threat in the virtualized network environment.

Abstract: In one implementation, a non-transitory machine-readable storage medium may store instructions that upon execution cause a processor to: determine, by a network device, path information for a plurality of paths in a computing fabric, the path information identifying alternative paths to access namespaces; determine, by the network device, a first portion of the path information that is associated with a first host; and provide, by the network device the first portion of the path information to the first host.

Abstract: Route exchange in a plurality of network controller appliances on a per-tenant basis is disclosed. In one aspect, a method includes receiving, from a network management system and at a first network controller appliance, a designation of at least two tenants to be hosted on the first network controller appliance, the first network controller appliance being one of a plurality of network controller appliances in a SD-WAN; sending, from the first network controller appliance to other network controller appliances of the plurality of network controller appliances, a tenant list query message to obtain a corresponding tenant list of each of the other network controller appliances; and receiving a corresponding response from each of the other network controller appliances indicating the corresponding tenant list of each of the other network controller appliances, the corresponding response being used to update the tenant list on the first network controller appliance.

Abstract: According to some embodiments, a software defined wide area network (SD-WAN) includes a first region and a second region. The first region includes multiple first routing controllers and multiple first SD-WAN edge routers. The second region includes multiple second routing controllers and multiple second SD-WAN edge routers. Each first SD-WAN edge router of the first region is configured to establish Overlay Management Protocol (OMP) peering connections with the plurality of first routing controllers of the first region but to avoid establishing OMP peering connections with the plurality of second routing controllers of the second region. Each second SD-WAN edge router of the second region is configured to establish OMP peering connections with the plurality of second routing controllers of the second region but to avoid establishing OMP peering connections with the plurality of first routing controllers of the first region.

Abstract: In some examples, fabric driven NVMe subsystem zoning may include receiving, from a non-volatile memory express (NVMe) Name Server (NNS), a zoning specification that includes an indication of a host that is to communicate with a given NVMe subsystem of an NVMe storage domain. Based on the zoning specification, the host may be designated as being permitted to connect to the given NVMe subsystem of the NVMe storage domain. An NVMe connect command may be received from the host. Based on the designation and an analysis of the NVMe connect command, a connection may be established between the given NVMe subsystem of the NVMe storage domain and the host.

Abstract: Disclosed herein is a method for facilitating determining a worthiness of real estate assets, in accordance with some embodiments. The method may include a step of receiving, using a communication device, a real estate asset indication of a real estate asset from a user device, identifying, using a processing device, an asset location of the real estate asset based on the real estate asset indication, retrieving, using a storage device, values of indexes associated with the real estate asset based on the identifying, retrieving, using the storage device, an offered price of the real estate asset based on the real estate asset indication, analyzing, using the processing device, the offered price based on the values of the indexes, generating, using the processing device, a value-for-money index for the real estate asset based on the analyzing, and transmitting, using the communication device, the value-for-money index to the user device.

Abstract: Disclosed herein is a method for facilitating determining a livableness of real estate assets. The method may include receiving a real estate asset indication of a real estate asset from a user device, identifying an asset location of the real estate asset, retrieving area data of an area, analyzing the area data, identifying hotspots in the area, calculating one or more hotspot distances between the asset location and the hotspots, retrieving social media data associated with the hotspots, analyzing the social media data for determining metric values for the hotspots, determining hotspot weights of the hotspots, analyzing the hotspot distances of the hotspots and the hotspot weights of the hotspots in relation to the real estate asset, generating a livability index of the real estate asset, transmitting the livability index to the user device, and storing the livability index of the real estate asset.

Abstract: Disclosed herein is a method for facilitating generation of real estate descriptions for real estate assets, in accordance with some embodiments. The method may include a step of receiving, using a communication device, real estate information of a real estate asset from a user device, a step of analyzing, using a processing device, the real estate information, a step of generating, using the processing device, a real estate description for the real estate asset using a machine learning model based on the analyzing, a step of receiving, using the communication device, a keyword relevant in a real estate industry from the user device, a step of generating, using the processing device, an optimized real estate description for the real estate asset based on the keyword and the real estate description, and storing, using a storage device, the optimized real estate description.

Abstract: Disclosed herein is a method for facilitating predicting a future value of real estate assets. The method may include receiving at least one real estate asset indication of a real estate asset from at least one user device, identifying an asset location of the real estate asset, retrieving price information of the real estate asset from a distributed ledger, retrieving one or more indexes associated with the asset location from the distributed ledger, analyzing price trend and the one or more indexes, establishing a correlation between the price trend and the one or more indexes, generating the future value for the real estate asset at a future time, transmitting the future value of the real estate asset to the at least one user device and storing one or more datasets to the distributed ledger.

Abstract: Disclosed herein is a method for facilitating determining an accessibleness to commercial and personal facilities associated with real estate assets. The method may include receiving real estate asset indication of real estate asset, identifying asset location of the real estate asset, retrieving area data of an area associated with the real estate asset, analyzing the area data, identifying one or more commercial establishments in the area, calculating one or more establishment distances between the asset location and the one or more commercial establishments, generating a commercial proximity index for the real estate asset, retrieving asset location data associated with the asset location, analyzing the asset location data, determining a level of facility provided at the asset location, generating a lifestyle index for the real estate asset, transmitting the commercial proximity index and the lifestyle index to the user device and storing the commercial proximity index and the lifestyle index.