Abstract: The present disclosure is directed to enable an artificial intelligence (AI) service in a machine-to-machine (M2M) system, and a method for operating a first device may include transmitting a first message for requesting to generate a resource associated with training of an artificial intelligence model to a second device, transmitting a second message for requesting to perform the training based on the resource to the second device, receiving a third message for notifying completion of the training of the artificial intelligence model from the second device, and performing a predicting operation using the trained artificial intelligence model.

Abstract: The present disclosure related to managing a data license in a machine-to-machine (M2M) system, and a method for operating a first device may include generating a first resource including data and a second resource including information for managing a license of the data, receiving a message for requesting an operation for the data from a second device, determining, based on the information in the second resource, whether the operation is permitted, and transmitting a second message for performing the operation to the second device or a third device.

Abstract: Embodiments of the present disclosure are directed to forwarding a large amount of data in a machine-to-machine (M2M) system, and a method for operating a first device may include: transmitting, to a second device, a request message for bulk data transfer; and receiving, from the second device, an acknowledgment message for notifying completion of the bulk data transfer, wherein the request message may include at least one of information for identifying data to be included in bulk data, information on a target common service entity (CSE) in a target platform that receives the bulk data, information for indicating processing of source data after the bulk data transfer, and information for accessing the target CSE.

Abstract: The present invention relates to a method and apparatus for handling personal data in a machine-to-machine (M2M) system, and an operation method of an M2M device includes obtaining information related to consent of a user for personal data provided from an Internet of things (IoT) device and creating a consent-related resource based on the information. The resource includes at least one attribute related to the consent.

Abstract: Disclosed herein are a method and apparatus for managing log information in a machine-to-machine (M2M) system, and a method for operating an M2M device in an M2M system may include receiving a first message for requesting to create a log management rule, creating storage for storing the log management rule and log information to be generated according to the log management rule, and setting a reference relationship between the log management rule and the storage.

Abstract: A subscription service including a number of subscriptions possessed by a device is managed in a machine-to-machine (M2M) system. A method for operating a first device may include: transmitting, to a second device, a first message for requesting a new subscription that uses a first resource for managing subscription; receiving, from the second device, a second message for notifying an update of a second resource associated with the new subscription; and identifying a content of the second resource, wherein the first resource may include at least one of a first attribute indicating a number of subscriptions possessed by the first device, a second attribute indicating, among resources to which the first device is subscribing, a number of resources which are updated but not yet retrieved, or a third attribute indicating an access address of a subscribed resource.

Abstract: A liveness check in a machine-to-machine (M2M) system is provided. A method for operating an M2M device includes generating a resource including information on a liveness check for a local device and confirming whether a probe signal for the liveness check is received from the local device. The liveness status of the local device is determined based on whether the probe signal is received.

Abstract: A method for performing resource offloading in an M2M system is provided. The method is performed based on an offloaded resource and offloaded attributes. The method includes generating an offloading request message that requests offloading of a source resource. In response to the offloading request message, offloading the source resource for which the offloading is requested. An offloaded resource is then generated using the offloaded source resource. Herein, the offloaded resource includes synchronization modes designating synchronization methods with the offloaded source resource as offloaded attributes.

Abstract: The present disclosure relates to a liveness identify in a machine-to-machine (M2M) system, and a method for operating an M2M device may include identifying a protection regulation applied to data, identifying a protection mechanism applied to the data, and transmitting a resource creation request message including information indicating the protection regulation and the protection mechanism to a second M2M device, and the data may include personal information or privacy information that is generated by an application executed in the M2M device.

Abstract: The present disclosure may protect data in a machine-to-machine (M2M) system. A method for operating a first device in the M2M system may include: receiving, from a second device, data including an original value generated by the second device; obtaining at least one representation value corresponding to the original value; and storing the original value and the at least one representation value in a resource for storing the data generated by the second device.

Abstract: The present disclosure relates to hiding data trends in a machine-to-machine (M2M) system. A method for operating a first device in a machine-to-machine (M2M) system may include: performing a registration procedure for a second device; receiving real data generated by the second device; obtaining fake data of an identical type as the real data; and storing the real data and the fake data in a same resource.

Abstract: An operation method is provided for deleting a resource in an M2M system. The operation method includes receiving a first deletion request message requesting deletion of a resource from a counterpart M2M apparatus and transmitting a first deletion response message for the first deletion request message to the counterpart M2M apparatus. A second deletion request message is received that requests deletion of the resource from the counterpart M2M apparatus and the resource is deleted.

Abstract: The present disclosure may support automated re-learning in a machine-to-machine (M2M) system. A method for operating a device may include: generating a resource for training an artificial intelligence (AI) model; controlling to perform initial learning of the AI model; collecting learning data for re-learning for the AI model; and controlling to perform re-learning of the AI model by using the learning data.

Abstract: An apparatus for labeling data in a machine-to-machine (M2M) system, and a method for operating the apparatus may include determining a label for data and generating a resource including information related to the label. The resource may include at least one of information indicating being training data, information indicating a type of an annotation, information indicating a format of labeling, information describing an annotation, information on an applied ontology, and information referencing the data.

Abstract: Resource synchronization in an machine-to-machine (M2M) system is disclosed. A method of operating an M2M device may comprise creating a first resource, receiving a first message for requesting an update to the first resource, and transmitting a second message for requesting an update to a second resource to another device hosting the second resource synchronized with the first resource. The first resource may comprise at least one attribute for offloading of a resource.

Abstract: The present invention relates to a method for managing a license of data in a machine-to-machine (M2M) system. A method for operating a M2M device in an M2M system includes: receiving data from a counterpart M2M device; receiving information on a license of the data from the counterpart M2M device; and performing an operation for the data based on the information on the license.

Abstract: Disclosed herein are a method and apparatus for managing log information in a machine-to-machine (M2M) system, and a method for operating an M2M device in an M2M system may include receiving a first message for requesting to create a log management rule, creating storage for storing the log management rule and log information to be generated according to the log management rule, and setting a reference relationship between the log management rule and the storage.

Abstract: The present invention relates to a method and apparatus for handling personal data in a machine-to-machine (M2M) system, and an operation method of an M2M device includes obtaining information related to consent of a user for personal data provided from an Internet of things (IoT) device and creating a consent-related resource based on the information. The resource includes at least one attribute related to the consent.

Abstract: Digital rights management (DRM) in a machine-to-machine (M2M) system, and a method for operating a first device may include: receiving, from a second device, a first message for requesting to create a resource associated with a content under digital rights management (DRM); creating the resource based on the first message; obtaining the content and right information on usage of the content from at least one external server; storing the content and the right information in the resource; and transmitting, to the second device, a second message for notifying creation of the resource.

Abstract: Embodiments of the present disclosure are directed to forwarding a large amount of data in a machine-to-machine (M2M) system, and a method for operating a first device may include: transmitting, to a second device, a request message for bulk data transfer; and receiving, from the second device, an acknowledgment message for notifying completion of the bulk data transfer, wherein the request message may include at least one of information for identifying data to be included in bulk data, information on a target common service entity (CSE) in a target platform that receives the bulk data, information for indicating processing of source data after the bulk data transfer, and information for accessing the target CSE.