Capgemini-从复杂性到清晰度：使用IBM产品跨云部署的AIOps（英）

Artificial Intelligence for IT Operations (AIOps) enables better, more informed decision-making capabilities through contextualizing and consolidating large volumes of data. As complex data is received from varied sources between hybrid cloud, mainframe and cloud ecosystems, it can be difficult to navigate and connect diverse data segments. Clarity comes by converging data from each source while gaining the necessary insight to enhance accuracy and speed during both problem resolution and Mean Time to Repair (MTTR).From complexity to clarity: AIOps across cloud deployments utilizing IBM products“AIOps combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection and causality determination.”- GartnerFrom complexity to clarity: AIOps across cloud deployments utilizing IBM products2Digital transformation, it might be one of the top buzz-worthy phrases across organizations of all sizes and industries. It seems every company is striving to consistently find ways to do more with less. But how can this be accomplished effectively and efficiently? As the need for meaningful digital transformation has increased exponentially, so have the methods used to deploy capable solutions. Over time this has led to the development of complex distributed IT infrastructures, software applications, and microservices within various hybrid and multi-cloud environments. While each of these can provide limited success, they also result in a siloed approach that makes unified solutions difficult to achieve. Understanding the differences between mainframe and cloud, what’s needed is a monitoring solution that can be achieved through a single pane of glass.While these all might seem daunting, the remedy is rather simple. By establishing an AIOps solution you can take a crucial first step towards addressing these challenges, as AIOps can do the necessary heavy lifting to enhance your operation by focusing on data science, specifically machine learning and analytics. An AIOps platform that utilizes advanced AI and ML gives you the ability to transform your business, using operations data to make correlations that provide prescriptive and predictive answers in real-time. You can then use these insights to produce real-time business performance KPIs, allow teams to resolve incidents faster, and also help avoid incidents altogether. By collaborating with Capgemini on your AIOps solution, you’re partnering with a team backed by vast experience in digital transformation and operations, capable of providing an assortment of critical AIOps services. Challenges include:with services from other providers traditional IT monitors struggle, leading to blind spots and fragmented visibility.Increased complexitywith these environments offering on-demand scalability, typical methods can result in over-provisioned resources and wasted costs.Resource management delayed resolutions can increase downtime and impact business continuity a