Abstract: Systems and methods relating to improving the experience of gig-economy workers are disclosed, with particular reference to gig-economy work involving vehicle use. During or after performance of gig-economy work, data automatically collected may be used to generate and present recommendations or education points to gig-economy workers. Such recommendations may include targeted alerts to notify gig-economy workers of high-demand situations or to coordinate between gig-economy workers and gig-economy customers. Alerts may be generated based upon current excess demand for gig-economy services, as well as gig-economy worker availability and preferences. For example, alerts may be generated in response to detecting emergency conditions in an area in order to mobilize a large number of gig-economy transportation service providers.

Abstract: Technologies for self-regulation for virtualized environments may include, by a virtual machine on an electronic device, detecting an attempted anti-malware operation by a monitored module, determining anti-malware operation levels of one or more other virtual machines on the electronic device, and, based on the attempted anti-malware operation and upon the anti-malware operation levels, determining whether to allow the attempted operation.

Abstract: Technologies for self-regulation for virtualized environments may include, by a virtual machine on an electronic device, detecting an attempted anti-malware operation by a monitored module, determining anti-malware operation levels of one or more other virtual machines on the electronic device, and, based on the attempted anti-malware operation and upon the anti-malware operation levels, determining whether to allow the attempted operation.