Half of AI Projects Never Leave Pilot and the Infrastructure Is Why
Only 54% of AI projects reach production. The bottleneck is infrastructure, not models. Learn how OpenStack and Kubernetes close the gap to deployment.
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Only 54% of AI projects reach production. The bottleneck is infrastructure, not models. Learn how OpenStack and Kubernetes close the gap to deployment.
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High availability or HA is the ability of systems to perform operations continuously without failure for a set time. Read on to know more.
High Availability systems are used in situations and industries where systems have to remain operational, no matter what. High-availability scenarios in the real world include military control, healthcare systems, autonomous vehicles, and industrial systems. Stakes are high for such procedures as they have people's lives depending on them.
However, what exactly is high availability? How do we define it? Here is a look.
High availability or HA is the ability of systems to perform operations continuously without failure for a set time. HA functions in ensuring that systems meet a predetermined performance level in their operations. They must be well crafted and undergo thorough testing before usage. Implementing high availability systems requires all components to meet desired availability standards. Data backup and failover capabilities play essential roles in ensuring HA systems meet their availability goals. System designers also have to provide data access and storage technology.
Three principles are used when designing high availability systems:
Load balancing becomes necessary in ensuring high availability when many users access a system. Load balancing is capable of automatically distributing workloads to system resources. Load balancers decide which system resource can efficiently handle what workload. Multiple load balancers ensure no one resource takes all the load.
The servers in high availability systems are organized in a tiered architecture (in clusters) to respond to load balancer requests. If any server in the cluster fails, a redundant server in another group handles the designated workload. With complex systems, it gets even more complicated to ensure high availability due to the higher number of points of failure.
By ensuring high availability, organizations can achieve their business goals without significant hassles. As a reputed IaaS provider, we ensure that our clients get the cloud services for their HA systems. At VEXXHOST, we provide cloud solutions for a multitude of clients worldwide. We provide OpenStack-based clouds, including public clouds and dedicated and highly secure private cloud environments, ensuring utmost security and agility.
Take advantage of our limited-time deal just to set up a one-time, OpenStack-based private cloud deployment - at 50% off! The cloud will be running on the latest OpenStack release, Wallaby, which allows you to run Kubernetes and VMs in the same environment and deploy in your data centers with your hardware. Furthermore, all these will be deployed and tested in under a month!
What are you waiting for? Learn more!
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