HPE Data Fabric vs. NETGEAR Ethernet Switches

MapR is more well-suited for people who know what they are doing. I consider MapR the Hadoop distribution professionals use.

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Great for entry-level networking, and the cost-to-quality ratio is great for the average consumer. I've used them in a crawl space that is not climate controlled, and it just works and provides the switching capabilities I need. These are great for users that don't have a ton of experience and can simply try to troubleshoot with a simple power cycle.

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• MapR had very fast I/O throughput. The write speed was several times faster than what we could achieve with the other Hadoop vendors (Cloudera and Hortonworks). This is because MapR does not use HDFS, which is essentially a "meta filesystem". HDFS is built on top of the filesystem provided by the OS. MapR has their filesystem called MapR-FS, which is a true filesystem and accesses the raw disk drives.
• The MapR filesystem is very easy to integrate with other Linux filesystems. When working with HDFS from Apache Hadoop, you usually have to use either the HDFS API or various Hadoop/HDFS command line utilities to interact with HDFS. You cannot use command line utilities native to the host operation system, which is usually Linux. At least, it is not easily done without setting up NFS, gateways, etc. With MapR-FS, you can mount the filesystem within Linux and use the standard Unix commands to manipulate files.
• The HBase distribution provided by MapR is very similar to the Apache HBase distribution. Cloudera and Hortonworks add GUIs and other various tools on top of their HBase distributions. The MapR HBase distribution is very similar to the Apache distribution, which is nice if you are more accustomed to using Apache HBase.

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• Manage extra connections in a switched network.
• Provide good throughput for those extra connections.
• Easy to add into an existing network environment.

• It takes time to get latest versions of Apache ecosystem tools released as it has to be adapted.
• When you have issues related to Mapr-FS or Mapr Tables, its hard to figure them out by ourselves.
• Sometime new ecosystem tools versions are released without proper QA.

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• Better advertisement about advanced enterprise features. My experience is with smaller switches and not with the fully managed switches.
• Additional management tools to monitor multiple switches in the environment. Similar to Cisco Network Assistant.

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I don't believe there is as much support for MapR yet compared to other more widely known products.

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While the Ubiquiti are much easier to manage remotely through their cloud controllers, the Netgear is much more reliable in harsh environments than the other simple switches we use, as they seem less susceptive to high temperatures and humidity. (TP-Link and Zycel are the other major brands we use for simple switches.)

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• Increased employee efficiency for sure. Our clients have various levels of expertise in their deployment and user teams, and we never receive complaints about MapR.
• MapR is used by one of our financial services clients who uses it for fraud detection and user pattern analysis. They are able to turn around data much faster than they previously had with in-house applications

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• Keeps our investment in infrastructure connections low because they can provide those connections.
• A lower cost alternative to adding in wall connections.
• Sometimes they can cause collision issues due to traffic across them.