Abstract: Embodiments provide a self-healing coating formulation comprised of a one component waterborne epoxy-amine adduct resin system and a microencapsulated healing agent. The self-healing coating formulation hardens to a protective material upon application to a substrate. Components in the protective material and microencapsulated healing agent are uniquely synergistic with each other such that, upon degradation of the protective material, microcapsule rupture causes release of the healing agent, whereby components of the healing agent react with components of the protective material to increase adhesion maintenance and corrosion resistance of the protective coating.

Abstract: Embodiments provide a self-healing coating formulation comprised of a one component waterborne epoxy-amine adduct resin system and a microencapsulated healing agent. The self-healing coating formulation hardens to a protective material upon application to a substrate. Components in the protective material and microencapsulated healing agent are uniquely synergistic with each other such that, upon degradation of the protective material, microcapsule rupture causes release of the healing agent, whereby components of the healing agent react with components of the protective material to increase adhesion maintenance and corrosion resistance of the protective coating.

Abstract: A method for runtime malware detection is described. In one embodiment, the method may include classifying a first file as clean and a second file as malware, performing a sample execution of the first and second files, identifying system processes called during sample executions of the first and second files, mapping each system process of the host operating system to a position on an image matrix, indicating each system process called during the sample execution of the first file in a first image matrix and each system process called during the sample execution of the second file in a second image matrix, and determining at runtime a probability an unknown file includes malware based at least in part on an analysis of the unknown file in relation to at least one of the first instance and the second instance of the generated image matrix.

Abstract: Aspects of real time communications for carrier operations are described. In one embodiment, a shipping or operations schedule may include information associated with containers awaiting disposition at a materials handling facility. Based on a schedule of vehicles expected to arrive for loading or unloading the containers, for example, one or more move plan messages may be generated and forwarded to carriers. When a carrier starts a loading or unloading operation at the materials handling facility, messages from the carrier, such as load start, move update, or load complete messages may be received. The messages may be used to update the shipping or operations schedule in an ongoing fashion. Further, a display may be generated based on the updated shipping or operations schedule. By reference to the display, it may be possible to identify holdups, backups, errors, or other problems in loading and/or unloading operations at the materials handling facility.