D2iQ Mesosphere vs. ThingWorx

Mesosphere is well suited for orchestrating workloads. It supports Docker as a container as well as support others. It is highly suitable for running resilient and auto recovering big data/application containers. Mesosphere has proven time and again to be production ready at a massive scale. It supports native single button/API call scale up and scale down and supports various deployment patterns like Blue-Green and others.

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It is well suited for situations where you require an end-to-end platform for pushing code and managing data and security of the IoT application. However, it is not well suited for the case when you want to scale the app up to many users and this requires more from the part of the product.

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• Deploying mesosphere and friends (e.g. marathon)
• Deploying applications (e.g. Cassandra, Jenkins, Spark) on to mesosphere
• Providing value add components such as velocity, and marathon-lb

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• Asset Monitoring - quick and easy to deploy, can connect to the plant floor and get real-time data from devices.
• Analytics - The TWX Analytics extension has a variety of analyses that can be done into any data source input into TWX.
• Alerts notification - you can program alerts to be sent via email/SMS seamlessly.

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• Setting up is a bit of a hassle, especially ZooKeeper state management and mesos and marathon quorum.
• Occasionally, I observed some failures when deploying something onto Marathon. Logging or detailed error reporting can help.
• Stale containers and inconsistent states resultant of the cluster failure are hard to solve and need a complete system restart to get it back to normal state.

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• Advanced functionality in control and data visualization often requires additional coding from the user.
• Support and tutorials provided are often lacking in detail or are not readily transferable.
• Mashup development works poorly on small monitors or laptops.

We started more than a year ago and do not plan to replace it

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Experienced and knowledgeable customer support executives, Thingworx is a very large product and contains a myriad of features which is not easy to remember without enough training or hands-on experience

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I happen to like mesosphere because it integrates well with a Jenkins based workflow, Deis is a little more Heroku like and it's not clear how to fit that model into a continuous-integration process. Kubernetes has also been criticized for being complicated.

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Well-suited - multiple streams from many data sources, highly scalable application scenarios.Good for a quick test of internet of things (IoT) connectivity and for deploying access via the web. Smooth deployment, easy to couple to devices. Easy cooperation with Splunk, which we use also.

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• I see mesosphere as having a positive impact overall on the industry trending Docker and containers in general.
• Seeing how mesosphere helps and simplifies things for the developer and ops, it is definitely a game changer.
• Native support of on demand scaling up and down as per the need is one of the best features.

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• Good for quick deployment of customer specific control of IoT
• Good for quick test of IoT platform
• Difficult to debug complicate system

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