Risk-aware service level agreement modeling in smart grid

Big Image Data 15Vs Model for Intelligent Data Ocean of Multimedia Things

“…This model needs an information diffusion manner to privacy protection and intrusion detection by local data processing in a bot model and global information diffusion in an agent model. The aggressive model requires decision-making in various risk-aware and risk-averse categories under uncertainty of the non-deterministic environment or reasonable certainty of a deterministic environment for stable or transient states [2,14].…”

“…It is possible to reduce computational complexity at a reasonable cost using software techniques in multicore hardware, grid structures, fog environments, and cloud computing to precisely control large search spaces, correct resource consumption, network load balancing, timely real-time reactions, and direct generation of consequence transactions. The possible speed and correct computing of big data, careful control of data propagation, and proper monitoring of information diffusion in various large complex networks for modern text, visible image, and acoustic data types naturally increase the time complexity and memory usage for big text data [78], big image data [6], big acoustic data [69], and the possible combination of exclusive video and audio for multimedia applications in uncertain and high-risk environments [14], different topology streaming [15], and various channel utilization [16] for automatic decision-making. This potential problem routinely requires modern definitions and economic modeling for the subsequent definition of big image data generation in a reliable form suitable for various online interactions of intelligent multimedia applications, from camera imaging to knowledge extraction of sequential images [17,5].…”

“…The scalability of specialized hardware, local networks, and systems is essential to maintaining the appropriate balance that supports the service level agreement (SLA) of the BID system. Security and privacy management approaches should ensure that the level of performance is maintained for both the current situation and the future growth of BD systems [14]. This specific subject properly presents a creative challenge for accurately defining and objectively measuring the degree of global image and extremely large image distribution for optimal BID recognition.…”

Service Level Agreements for Management Information Systems in Business and Governmental Organizations / Acordos de Nível de Serviço para Sistemas de Informação de Gestão em Organizações Comerciais e Governamentais

“…The SLA parameters for risk management must consider the incidents arising from the operational maintenance activity and seek to eliminate or mitigate them (Mahabadi & Besmi, 2021).…”

“…2021 z SLA: COST MANAGEMENT SLA parameters for cost aim to meet organizations' expectations to deliver the expected functionality, which also impacts the perception of maintenance service quality. But in this case the operational risks must lead to a more or less rigid adjustment regarding the deviation of the operational maintenance cost(Mahabadi & Besmi, 2021). Braz.…”