Customers of the cloud computing system are presented as VMs. Based on the SLA contract or using workload forecasts taking ALS into account, the amount of resources based on resources can be determined for each client. These VMs are therefore considered to be processing and bandwidth requirements during the review period. This assumption applies to online services (not batch applications). These include a series of connectivity options that have been adapted for better cloud integration from Google, for example. B Ethernet point-to-point for customers who need to connect a central site and VPN IP for customers who want to share access across multiple sites. During the duration of the agreement under which Google agreed to make the Google Cloud platform available to the customer (if applicable “the agreement”), The covered service provides a percentage of monthly availability as follows (the “Service Level Objective” or “SLO”): Requirement 4 (security): privacy and data security for the implementation of different levels of security for AAL/ELE services If certain levels of security need to be defined and even validated, dedicated network architectures must be defined in advance. For example, the patient`s vital parameters must pass through the network without this being related to the patient`s actual identity. Request 6 (Data Characteristics): Sensors – Data Transmission Characteristics Depending on the needs of the application, data (a) is sent continuously in a well-defined order, or b) only when certain levels have passed or events have occurred, or c) only at the request of a user. This limits the amount of data to be transported, saving network resources, but also contributing to the data protection requirement. However, the network must be able to meet the specific requirements of the sensors, such as guaranteed supply or maximum latency. Network Connection Features: This aspect of ALS contains details of the bandwidth provided, the acceptable rate of data loss, the margin of error, end-to-end latency and the jitter.
While most service providers guarantee 99% parcel delivery rate, this may not be enough for real-time applications such as Voice over IP (VoIP), interactive video, etc. For dominant web browsing traffic, losses of up to 5% may be acceptable. Like data loss, latency and jitter are essential for VoIP and multimedia traffic. These applications require response times of 100 millisec or less. Many service providers in the United States and Europe often guarantee an 85 millisec delay between routers on their nuclear networks. Unanswered questions: The implementation of proactive ml-based error management in optical networks is still in its infancy. While few techniques have been proposed and made available to detect and locate severe errors, the development of effective automated solutions for soft errors remains a relatively unexplored field. In addition, most of the existing work focuses on detecting and locating errors, while developing mechanisms to determine the actual causes of these errors and facilitate an effective error recovery process is an open area for research. Another major problem in implementing LA ML-based error detection/prevention is the unavailability of large data sets corresponding to different incorrect operating conditions. This is mainly due to the fact that current network managers use ultra-conservative designs with high operating margins to reduce the likelihood of error on their networks.
However, this limits the chances of collecting enough examples of different network error scenarios.