External APIs and cloud connectivity can also be leveraged for cross-ISV application visualization and analytics. SDP APIs, such as Pravega Search REST API, also offer UI-based dashboard or external tool development capabilities.
When leveraging SDP as the common collaboration platform for data services, an SDP Grafana instance can be used for visualization for data persisted on SDP using the available database sinks in SDP (InfluxDB and TimescaleDB). They can be leveraged to have better synergies with existing processes for those applications. There are several ways to collect analytics for overall equipment efficiency, predictive maintenance, and identifying faults.Ĭomplex analytics can be developed using a rich set of tools, including REST API, Python, Java Scripting, and database-level analytics tools like PowerBI, Tableau, and others.ĭifferent ISV applications also offer visualization and analytics using the ISV's native capabilities. Some virtual machine emulators, such as QEMU and. It provides out-of-the-box charts to view real-time and historical VM performance of: Process virtual machines are designed to execute computer programs in a platform-independent environment. The vSphere client portal is part of the VMware suite. vmdk on a different LUN to spread activity across multiple spindles. vmdk sacrifices some performance for the added flexibility. Pre-allocate disk space when you create the virtual disks. Several tools can be utilized at various hierarchical levels to track and analyze system needs and performance.Īt the cluster level, performance parameters are leveraged to track compute, latency, and more, down to the physical disk. In a virtual machine, create one (or more).
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