Technology is enabling a new approach to collecting and using data. This approach, commonly referred to as the "Internet of Things" (IoT), enables businesses to use real-time data from all sorts of things including machines, devices and sensors to make better decisions, improve customer service, and lower the risk in the creation of new revenue opportunities.
In his General Session at Internet of @ThingsExpo, Dave Wagstaff, Vice President and Chief Architect at BSQUARE Corporation, discuss the real benefits to focus on, how to understand the requirements of a successful solution, the flow of ...| By Sematext Blog | Article Rating: |
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| December 19, 2014 11:45 PM EST | Reads: |
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Apache Spark is an open-source, large-scale data processing engine built on top of the Hadoop Distributed File System (HDFS) and enables applications in Hadoop clusters to run up to 100x faster in memory, and 10x faster even when running on disk. So it’s not surprising the usage of Spark is booming as this Google Trends graph shows.
And while Spark usage has been going through the roof, Engineers and DevOps handling Spark have not had a good monitoring tool at their disposal. Well, that is, until now. By releasing the first Spark monitoring product to market Sematext has, with the addition of Spark monitoring to SPM Performance Monitoring, Alerting and Anomaly Detection, just filled a big hole in the Spark ecosystem.
Having just been added — along with other goodies — to the latest SPM release, SPM for Spark monitors all Spark metrics. It includes alerting, anomaly detection, log correlation, custom dashboards, events graphing, custom metrics, and a ton more. SPM can be installed On Premises or one can use the Cloud version run by Sematext, in which case the setup takes less than 5 minutes before graphs with performance metrics start appearing in real-time.
Enough with the words – Show me what Spark Monitoring looks like!
Have a look at a few screenshots to see how we graph Spark metrics in SPM. While we don’t use Spark at Sematext at this time and thus don’t have a live demo to show you, you can check out SPM’s live demo and see some other types of apps we monitor, such as Hadoop, HBase, Cassandra, Kafka, Storm, ZooKeeper, Elasticsearch, Solr, NGINX and NGINX Plus, Apache, MySQL, Redis, Java webapps and generic Java applications, as well as custom metrics.
Screenshot – Spark Executor metrics [click to enlarge]
Screenshot – Spark Worker metrics [click to enlarge]
And One More Thing…
SPM now works hand-in-hand with Logsene Log Management and Analytics. This makes the integration of performance metrics, logs, events and anomalies more robust for those of you looking to combine performance monitoring and centralized log management in one place — not only knowing that SOMETHING affected performance of your Spark cluster when you look at your performance metrics graphs or get an alert, but also exactly WHAT happened with the cluster by having immediate access to all relevant Spark event logs right there!
Take a Test Drive — It’s Easy and Free to Get Started
Like what you see here? Sound like something that could benefit your organization? Then try SPM and/or Logsene for Free for 30 days by registering here. There’s no commitment and no credit card required.
Filed under: Monitoring
Tagged: announcement, Apache Spark, monitoring, performance, performance monitoring, Spark, spm ![]()
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Published December 19, 2014 Reads 1,575
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Sematext is a globally distributed organization that builds innovative Cloud and On Premises solutions for performance monitoring, alerting and anomaly detection (SPM), log management and analytics (Logsene), and search analytics (SSA). We also provide Search and Big Data consulting services and offer 24/7 production support for Solr and Elasticsearch.
Technology is enabling a new approach to collecting and using data. This approach, commonly referred to as the "Internet of Things" (IoT), enables businesses to use real-time data from all sorts of things including machines, devices and sensors to make better decisions, improve customer service, and lower the risk in the creation of new revenue opportunities.
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In his session at @ThingsExpo, Gary Hall, Chief Technology Officer, Federal Defense at Cisco Systems, will break down the core capabilities of IoT in multiple settings and expand upon IoE for bo...
The 16th International Cloud Expo has announced that its Call for Papers is open until February 28, 2015. 16th International Cloud Expo, to be held June 9-11, 2015, at the Javits Center in New York City brings together Cloud Computing, APM, APIs, Security, Big Data, Internet of Things, DevOps and WebRTC to one location.
With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal today!
To many people, IoT is a buzzword whose value is not understood. Many people think IoT is all about wearables and home automation.
In his session at @ThingsExpo, Mike Kavis, Vice President & Principal Cloud Architect at Cloud Technology Partners, will discuss some incredible game-changing use cases and how they are transforming industries like agriculture, manufacturing, health care, and smart cities. He will discuss cool technologies like smart dust, robotics, smart labels, and much more. Prepare to be blown away with a glimpse of the future.
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On the Avenue Marketing Group (OTA) is a sales and marketing firm that utilizes events to market and sell products to consumers. On behalf of our clients, we attend thousands of fairs, festivals, expos, concerts, conferences, and sporting events annually, helping them reach millions of individuals ...
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PubNub will team with Atmel at CES 2015 to launch full SDK support for Atmel’s MCU, MPU, and Wireless SoC platforms. Atmel developers now have access to PubNub’s secure Publish/Subscribe messaging with guaranteed ¼ second latencies across PubNub’s 14 global points-of-presence. PubNub delivers secure communication through firewalls, proxy ser...
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Since 2008 and for the first time in history, more than half of humans live in urban areas, urging cities to become “smart.” Today, cities can leverage the wide availability of smartphones combined with new technologies such as Beacons or NFC to connect their urban furniture and environment to create citizen-first services that improve transportation, way-finding and information delivery.
In her session at @ThingsExpo, Laetitia Gazel-Anthoine, CEO of Connecthings, will focus on successful use cases.
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In his session at 16th Cloud Expo, Paul Turner, technology evangelist and CMO at Cloudian, Inc., will discuss the revolutionary notion that the storage world is transitioning from mere Big Data to smart data. He will argue that today’s hybrid cloud storage solutions, with commodity...
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The Internet of Things (IoT) is the biggest idea since the creation of the Worldwide Web more than 20 years ago.
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