Maximize the performance and reliability of applications using expandable grids Protect data in the grid using built-in security features Avoid downtime and manage data grids with ease Redguides for Business Leaders

The project adopts machine learning algorithms to perform proactive storage health management to reduce data center down time. Specifically, we develop reliable algorithms that can predict disk drive failures for timely replacement. The dataset is a collection of SMART disk drive attributes provided by BackBlaze. To construct compact time-series for model development, three techniques are used ...

Many state-of-the-art wireless sensor networks have been equipped with reprogramming modules, e.g., those for software/firmware updates. System migration tasks such as software reprogramming, however, will interrupt normal sensing and data processing operations of a sensor node. Although such tasks are occasionally invoked, the long time of such tasks may disable the network from detecting crit...

As modern society becomes more and more dependent on computers and computer networks, vulnerability and downtime of these systems will significantly impact daily life from both social and economic point of view. Words like reliability and downtime are frequently heard on radio and television and read in newspapers and magazines. Thus reliability and availability have become popular terms. Howev...

Unavailability in enterprise systems is usually the result of planned events, such as upgrades, rather than failures. Major system upgrades entail complex data conversions that are difficult to perform on the fly, in the face of live workloads. Minimizing the downtime imposed by such conversions is a time-intensive and error-prone manual process. We present Imago, a system that aims to simplify...