Likelihood to Recommend Cloudera excels at seamless migrations and upgrades. Cloudera supports self-healing and data center replacement of failed cloud instances while maintaining the state. Cloudera is essential to increase or decrease capacity through the user interface or API. Cloudera is great at simplifying big data analytics by providing the technology and tools needed to gain insights from IoT and connected devices to help monitor and condition our assets. Cloudera's cybersecurity platform option offers stronger anomaly detection, visibility, and prevention, as well as faster behavioral analysis. Cloudera is beneficial for enabling and utilizing the platform's machine learning and ad-hoc queries while securely storing, retrieving, and analyzing any volume of data at scale.
Read full review D2iQ (formerly Mesosphere)
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.
Read full review Pros Excellent management capabilities via Cloudera Manager. Open source and does not restrict our data to be bound by a proprietary format. Offers excellent support for data governance and auditing. Has all the components that would help us build a data hub. Excellent platform support offered by Cloudera. Read full review D2iQ (formerly Mesosphere)
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 Read full review Cons Not fully Open Source, couple of components of the distributions are privately owned, meaning with public contributions are not welcome Improvements to Cloudera manager can only be recommended. its very hard to get it done once recommended as the full control is with them. Should make components more aligned to Open Source rather than making it closed sourced. Custom Features of open source software tools supported only by Cloudera are tricky. Cant commit changes to tools like Hue. Improvements to Cluster Management tool is required, which are already available to its competitors. Read full review D2iQ (formerly Mesosphere)
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. Read full review Likelihood to Renew Likely to renew the use in case the requirements for Cloudera remain valid. The rapid change in customer requirements and solutions that must be validated, integrated or tested changes. As the maturity of the solution increases, the requirements to renew use decrease. From a solution feature perspective by itself would probably grade 10.
Read full review D2iQ (formerly Mesosphere)
Alternatives Considered Cloudera is compatible with Windows operating systems, and Mac allows cloud-based deployment, it is also very useful to configure data encryption, guarantee protocols, and security policies. It also provides integrated auditing and monitoring capabilities, as well as a control comprehensive data repository for the enterprise, and ensures vendor compatibility through its open-source architecture.
Read full review D2iQ (formerly Mesosphere)
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.
Read full review Return on Investment Cloudera products are the most widely. It is more business friendly as data is more secure. The sensitive data that you operate on is local to you and your project rather than processing this data on Cloud. Cloudera is definitely faster as wait time is reduced if on Cloud. A lot range of products are covered. So it is definitely good for businesses and had good returns on investments. Read full review D2iQ (formerly Mesosphere)
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. Read full review ScreenShots