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Druid | Powered by Druid Technology Use Cases Powered By DocsPolityDownload MENU MENU Powered by Druid Add YourVisitorThere are numerous companies of various sizes in production with Druid. Some of them are listed below. Airbnb Druid powers slice and dice analytics on both historical and realtime-time metrics. It significantly reduces latency of supersensual queries and help people to get insights increasingly interactively. Alibaba At Alibaba Search Group, we use Druid for real-time analytics of users' interaction with its popular e-commerce site. Allegro Allegro is the most popular Polish shopping destination with well-nigh 14 million users monthly and over 1.5 million items sold on the platform daily. We have been using Druid since 2016 as merchantry intelligence platform to power our clickstream analytics, marketing automation, oddity detection, technical metrics and more. Our cluster (432 CPUs, 1300GB of RAM on historicals) processes billions of realtime events loaded from Kafka and hundreds batch indexing jobs on daily basis. It's a pleasure to work with Druid, extraordinarily efficient and uncommonly stable platform with vibrant community. Appsflyer Druid is the major player in the real-time analytics pipeline at Appsflyer, and it serves as consumer facing analytics database for dashboard reporting. Archive-It.org Druid is used to power dynamic analytics and charting in Archive-It Reports. Reports help Archive-It partners understand what content they captured, why some content did not get captured, and assists with quality warranty and trickle scoping to ensure they are towers the highest quality collections. Atomx Atomx is a new media mart that connects networks, DSPs, SSPs, and other parties. Atomx uses Druid for it's wide realtime reporting system. Using the GoogleDejectmodifications Atomx unsalaried to Druid, it can hands scale Druid with the fast growing platform. Bannerflow Bannerflow is the leading exhibit ad production platform. We use Druid to power our consumer facing analytics system and for internal reporting, monitoring and ad-hoc data exploration. Billy Mobile Billy Mobile is a mobile razzmatazz platform, excelling in the performance-based optimisation segment. We use Druid to power our real-time analytics dashboards, in which our publishers, advertisers and staff can get insights on how their campaigns, offers and traffic are performing, with sub-second query time and minute granularity . We are using a lambda-architecture aproach, ingesting the traffic in real time with Tranquility and Storm, and a batch layer via a tight integration with Hive and Hadoop, our Master Data Set. This way we can provide crucial fast wangle to data, while making sure to have the right numbers. Branch Branch uses Druid as their trusted analytics engine to power all of their data wringer needs. This ranges from the user-facing Branch Dashboard analytics that our partners rely on to proceeds insight into the performance of their links; to the data-driven merchantry decisions that we need to make internally to build a sustainable business. Cisco Cisco uses Druid to power a real-time analytics platform for network spritz data. Under the hood of Cisco’s Tetration Analytics platform Criteo Criteo is using druid to provide its customers with user-centric analytics & reporting. With increasingly than 1 billion unique users reached per month, 3 billion ads displayed per day, and a 70% growth in 2014, Criteo's previous stack was nonflexible pressed keeping with the load. Replacing it with druid helped us achieved linear scalability while letting our customers explore their data in new and interactive ways. Real Time Metrics on Tracker Calls Condé Nast Condé Nast uses Druid to track billions of events wideness our two dozen brands, both in real time and historically. Druid helps power dashboards, site performance trackers, and many other internal applications. Contiamo Contiamo uses wearing whet technology to enable wiry minutiae and deployment of data-driven frontends and automations. Druid powers various dashboards and frontends that deal with large amounts of event based data. Delta Projects Delta Projects uses Druid to power real-time regulars and razzmatazz analytics interfaces. Didi Chuxing Didi Chuxing is the world’s largest mobile transportation platform, offering a full range of commuting options to 400 cities in China. Didi uses Druid as a cadre component of our real-time bigdata processing pipeline. Druid powers Didi's real-time monitor system which has hundreds of key merchantry metrics. We are deep impressed by Druid's fast aggregations and sub-second OLAP queries. With Druid, we can get insights from data in real-time. DripStat DripStat uses Druid as a timeseries database to power the DripStat GUI. DripStat ingests transactional data for Java, Scala, and Groovy applications into Druid. Easemob Easemob Technologies, Inc. is the leading provider of unshut IM platform, deject computing consumer services. We enable PaaS services for Instant Messaging and SaaS services for MobileConsumerService. eBay eBay uses Druid to volume multiple data streams for real-time user policies analytics by ingesting up at a very upper rate(over 100,000 events/sec), with the worthiness to query or volume data by any random combination of dimensions, and support over 100 concurrent queries without impacting ingest rate and query latencies. Druid and Pulsar embedded-druid: Leveraging Druid Capabilities in Stand-alone Applications GumGum Druid powers a dashboard used internally to visualize real-time analytics on GumGum's Real TimePromptingplatform. GumGum runs Druid on Amazon EC2 and can ingest up to 300,000 events per second at peak time. LambdaTracerywith Druid at GumGum Hulu At Hulu, we use Druid to power our analytics platform that enables us to interactively deep swoop into the behaviors of our users and applications in real-time. Imply Imply uses Druid to power public demos and to power our internal monitoring and metrics. Pivot: AnUnshutSource Data Exploration UI for Druid A Tour Through the "Big Data" Zoo Architecting Distributed Databases for FailureTowersa Streaming Analytics Stack with Apache Kafka and Druid Compressing Longs in Druid Securing Druid Inmobi Inmobi is a mobile razzmatazz and discovery platform. We use Druid majorly for internal realtime reporting and analysis. We moreover use Caravel backed by Druid, which allows users to build interactive dashboards. Apart from that, we use Druid as a Datastore for faster ingestion of large value of data and to query this data at sub second latencies. Interactive Intelligence At ININ we're using Druid within a Lambda tracery to momentum deject based undeniability part-way analytics. Many of our realtime dashboards, downloadable reports, and public APIs utilize Druid on the backend. Italiaonline Italiaonline exploits Druid for Internet trends and analytics management inside its new Data-Driven Contents Management System. Italiaonline is the first Italian internet company, with the two most visited web portals, Libero and Virgilio, and the most used email service of the country @libero.it. Italiaonline features 16.8 million unique users per month*, 4.8 billion impressions per month**, 10.2 million zippy email accounts** and a 58% zippy reach*. * Source: Audiweb View, powered by Nielsen, TDA 2H 2015; ** Internal data, December 2015 Jolata Jolata leverages Druid as the analytics data store for the realtime network perfomance managment platform. Injesting over 35 billion events per day, Jolata calculates a billion metrics every minute to visualize precise network metrics in real-time, and enable operators to quickly drill lanugo and perform root rationalization analysis. Realtime Analytics Powered by Druid KT NexR KT NexR is the leading provider of the data analytics platform. We use Druid as a real-time wringer tool to help our customers to unriddle multidimensional data in interactive ways. LDMobile LDMobile is a mobile DSP for the RTB. We use Druid to volume some metrics in order to propose to our customers a real-time dashboard showing performance indicators of their campaigns. LifeBuzz LifeBuzz is a popular web property that serves tens of millions of pageviews per day. We use Druid for all our wide analytics needs, including in-house wringer and professional realtime analytics for our sponsored media partners. LiquidM LiquidM uses Druid for real-time drill-down reporting. LiquidM is moreover contributing when to the polity by creating and maintaining a ruby vendee library for interacting with Druid located at http://github.com/liquidm/ruby-druid. Reporting at LiquidM Lyft Streaming SQL and Druid Marchex Marchex uses Druid to provide data for MarchexUndeniabilityAnalytics' new consumer facing Speech Analytics dashboards. Druid's fast team is hair-trigger for providing deep insights into undeniability performance for its customers, enabling them to spot trends and modernize performance of both marketing campaigns and undeniability centers. Metamarkets Druid is the primary data store for Metamarkets' full stack visual analytics service for the RTB (real time bidding) space. Ingesting over 200 billion events per day, Metamarkets is worldly-wise to provide insight to its customers using ramified ad-hoc queries at a 95th percentile query time of virtually 1 second. Monetate Druid is a hair-trigger component in Monetate's personalization platform, where it acts as the serving layer of a lambda architecture. As such, Druid powers numerous real-time dashboards that provide marketers valuable insights into wayfarers performance and consumer behavior. Gone Monetate : Personalizing Marketing at 100K events/second Druid : Vagrant Up (and Tranquility!) Kinesis -> Druid : OptionsWringer(to Push? to Pull? to Firehose? to Nay Nay?) N3twork N3TWORK uses Druid for real-time wringer of its Internet of Interests social entertainment network. It uses Druid analytics both to optimize user experiences and to guide the incubation of its product. Naver Web Analytics at Scale with Druid Netflix Netflix engineers use Druid to volume multiple data streams, ingesting up to two terabytes per hour, with the worthiness to query data as its stuff ingested. They use Druid to pinpoint anomalies within their infrastructure, endpoint worriedness and content flow. Announcing Suro: Backbone of Netflix's Data Pipeline Netsil Netsil is an observability and analytics visitor for modern deject applications. The NetsilUsingOperationsPart-way(AOC) uses Druid for real-time queries on sharded data withal with support for dynamic and multi-valued attributes. The AOC processes live service interactions in large-scale production applications and moreover stores massive amounts of historical metrics data. Druid was worldly-wise to support these and several other AOC requirements permitting the AOC to be scalable and fault-tolerant. You can learn increasingly well-nigh the AOC at http://netsil.com/download/ A Comparison of Time Series Databases and Netsil’s Use of Druid Nielsen (Nielsen Marketing Cloud) Nielsen MarketingDejectuses Druid as it's cadre real-time analytics tool to help its clients monitor, test and modernize its regulars targeting capabilities. With Druid, Nielsen provides its clients with in-depth consumer insights leveraging world-class Nielsen regulars data. Our journey with Druid - from initial research to full production scale Ona Ona https://ona.io is a software engineering and diamond firm based in Nairobi, Kenya and Washington, DC. Our mission is to modernize the effectiveness of humanitarian and minutiae aid by empowering organizations worldwide with joint and violating intelligence. We use Druid to power dashboards and disseminate global health and service wordage data pulled from diverse sources. OneAPM OneAPM http://oneapm.com is an IT service compmay focusing onUsingPerformance Management (APM). In OneAPM, Druid is used to power clients' interactive queries on performance data placid from their applications in realtime. Optimizely Optimizely uses Druid to power the results dashboard for Optimizely Personalization. Druid enables Optimizely to provide our customers with in-depth, customizable metrics in real time, permitting them to monitor, test and modernize their Personalization campaigns with greater ease and flexibility than before. Slicing and dicing data with druid The torso of a Druid segment file Paypal The Druid production deployment at PayPal processes a very large volume of data and is used for internal exploratory analytics by merchantry supersensual teams. Here is what they have to say:Virtuallyearly Feb, 2014, the Paypal Tracking Platform team, lead by Suresh Kumar, stumbled upon an vendible talking well-nigh a new upcoming kid in Real Time Analytics world.Withoutfirst glance it seemed just like any other new tomfool looking technology. But without reading little deeper into the papers(they had referred) and few blogs, it was well-spoken it is different. The fundamental tideway to query the data itself looked very variegated and refreshing. Coincidently, at the same time, the team was struggling to create a very upper volume real-time data query system. We had once explored Drill, Hive, Cassandra, TSDB, Shark etc. Dating when at least a year, none of these technologies were fulfilling our low latency needs for very upper volumes of data. So, as an option we started the Druid prototype and within couple of weeks it was looking like a very promising alternate. Very soon with unconfined help fromCadreDruid minutiae team our prototype was doing great. We then started the prototype with large 7-10 billion records and see the response time for query. It was quite amazing. Today our Druid implementation in PayPal processes a very large volume of Data and is used for our internal exploratory analytics by merchantry supersensual teams. The thing we liked the most was wondrous support provided by cadre Druid team. I have never seen aUnshutSourcePolityproviding such a very upper level of responsiveness for ANY issue related to Druid setup and tuning. PayPal merchant ecosystem using Apache Spark, Hive, Druid, and HBase Plumbr Introduction to Druid, fast distributed data store Storing and accessing trillions of events PubNative PubNative uses Druid for its real-time reports and wringer of millions of daily ad views, clicks, conversions and other events. Raygun Raygun is a full stack software intelligence platform that monitors your applications for errors, crashes and performance issues. They use Druid to well-constructed ramified queries with large data sets. Having seen similar stories from others, including those who invested in other technologies such as the Hadoop ecosystem or key-value stores, Raygun began researching other increasingly purpose-built analytics databases. Druid happens to be the one they settled on, as it offers several nice properties one wants in an analytics database. Using the Druid GroupBy V2 engine for real-time analytics Redborder redBorder is an unshut source, scale out, cybersecurity analytics platform based on Druid. We hope its full-blown web interface, dashboard and report systems, and ready-to-use real-time pipeline foster other Druid users to create a strong polity virtually it. To see more, please visit redborder.org Retargetly Retargetly is a Data Management Platform that enables publishers and advertisers to manage their first party user data, mix it with second and third party data from others providers and vivify it into razzmatazz campaigns (direct, programmatic, etc.). Druid enables us to show real time regulars insights. It moreover provides a lot of flexibility on ad-hoc queries with low latency. We provide default graphs and metrics to our clients but they moreover have the possibility to make their own interactive queries on real-time. Sift Science Sift Science provides an online trust platform that online businesses use to prevent fraud and abuse. We use Druid as a tool to proceeds real-time insights well-nigh our data and machine learning models. Sina Weibo WeiboRazzmatazzPlatform deploys Druid as realtime data tool for online razzmatazz analytics and merchantry intelligence(BI). Druid processes TBs of realtime data per day with latency in one minute. Weibo UVE(Unified Value Evaluation) team ofRazzmatazzPlatform is using Druid as the realtime wringer tool of the data insight system, which processing billions events everyday. Shopee At Shopee Data Engineer Group, we use Druid for real-time analytics of users'(including seller and buyer) interaction with its popular e-commerce site. Singular Druid is the primary data store used for ad-hoc analytics in Singular, enabling our customers to generate insights based on real-time and historical data. How Singular Delivers Blazing Fast App Analytics SK Telecom SK Telecom is the leading telecommunication and platform solution company. Druid enable us to discover the merchantry insight interactively from telecommunication, manufacturing big data. Skyport Systems Skyport Systems provides zero-effort, low-touch secure servers that help organizations to rapidly deploy and compartmentalize security-critical workloads. We use Druid as part of our analytics backend to provide real-time insight to our customers well-nigh their workload behavior. Slack Measuring Slack API performance using Druid Smart Bid Smart Bid is a unique marketing solution platform empowering razzmatazz teams. A one-stop shop taking wholesomeness of proprietary technology to unriddle and reach the right regulars with the right creative at the right time. We use Druid to proceeds real-time insights on real time prompting using our machine learning algorithms. Smyte Smyte provides an API and UI for detecting and blocking bad actors on the internet. Druid powers the analytics portion of our user interface providing insight into what users are doing on the website, and specifically which features are unique between variegated sets of users. Snap, Inc. Data Analytics and Processing at Snap SpotX BelFOSS 2018 SpotX: Hadoop, Spark & Druid Streamlyzer Streamlyzer uses Druid as a next generation online video analytics for online video companies or publishers. Streamlyzer is gathering information from real end-users of our customers and provides visualized real-time analytics in dashboard showing how video contents are delivered and how end-users are experiencing the streaming service. Sugo Sugo is a visitor that focus on realtime multi-dimension analytics and mining on big data. We build our platform based on Druid, and ripened our own extensions to make it increasingly powerful. TalkingData TalkingData is China’s largest self-sustaining Big Data service platform. TalkingData uses Druid with Atomcube, an extension for enhancement, to power unriddle online using and razzmatazz data. Tech Mpire Tech Mpire provides performance-based razzmatazz to help mobile app advertisers reap their new users wherever they are in the digital world. At the cadre of Tech Mpire is nxus®, our comprehensive ad network platform which connects the global demand from advertisers to the most constructive sources of supply, using proprietary recommendation algorithms. We use Druid to power the wayfarers performance report, providing us with sub-second tampering reporting to support near real-time visualization making and optimisation for our advertiser’s campaigns. Tencent Tencent SCRM product use Druid for consumer policies analysis. Time Warner Cable TWC uses Druid for exploratory analytics. TripleLift TripleLift uses Druid to provide insights into performance aspects of its native programmatic mart for sales/business minutiae opportunities, and to provide reporting used by advertisers and publishers. VideoAmp At VideoAmp, Druid is a key component of our Big Data stack. It powers our real-time video razzmatazz analytics at low granularity and huge scale. Druid has helped us minimized the time between event, insight and action. Vigiglobe Vigiglobe turns the noise of Social Media into real-time Smart Content. To this end, Druid enables us to maintain upper request throughput coupled with huge data traction capacity. ViralGains ViralGains uses Druid for real-time wringer of millions of viral video views, shares, and conversations. Virool Druid powers Virool’s real time analytics of over 1 billion raw events per day. We query this data to proceeds a deep understanding of all of our inventory sources, from exchanges to uncontrived partners, everything is misogynist with lightning fast query times. Druid puts the power and flexibility of big data in each of our Viroolian’s hands. Walmart Event Stream Analytics at Walmart with Druid Wikimedia Foundation We're serving pageview data via Druid and Pivot. Our internal customers are loving it and we're working on permitting public wangle to sanitized data, both editing and pageview. We like Druid considering it's unshut source, the folks that work on it have built a good community, and it's well-nigh five times faster than Hive for us right now, without any tuning or optimization (and the Hadoop cluster is beefier than the Druid one), just dumped lots of data into it and Pivot was immediately useful to our analysts. We wrote a puppet module that others might find helpful. Analytics at Wikipedia Xiaomi Xiaomi uses Druid as an analytics tool to unriddle online razzmatazz data. Yahoo Yahoo uses Druid to power various customer-facing regulars and razzmatazz analytics products. Complementing Hadoop at Yahoo: Interactive Analytics with Druid Combining Druid and DataSketches for Real-time, Robust Behavioral Analytics YeahMobi YeahMobi uses Druid to power a dashboard used for ad-tech analytics such as impression and conversion tracking, unique IP statistics, and aggregating metrics such as financing and revenues. Yieldr Yieldr uses Druid to power real-time web and mobile analytics for airlines wideness the globe. Youku Tudou Youku Tudou employs Druid for real-time razzmatazz wringer of huge volumes of data. Youzan China Youzan is a SaaS visitor which principally engaged in retail science and technology. We use Druid for merchantry intelligence (BI) analytics and using performance management (APM) metrics ZeroX ZeroX is a data analytics visitor that provides deject hosted and privately managed Druid clusters. Shaman: A Druid Manager for theDejectInteractive Bid Requests w/ Apache Druid Programmatic Conversion Funnels w/ Apache Druid Zhihu Zhihu is a Chinese question-and-answer website. In Zhihu, Druid is used to power clients' interactive queries, data reports, A/B testing and performance monitoring. Almost 1T per day data is ingested into druid cluster, and we are strongly depending on thetaSketch aggregator for computing cardinality and retention, looking forward to increasingly resurgence on DataSketch. Zuoyebang Zuoyebang is the most used K12 education platform, 7 out of every 10 K12 users are using Zuoyebang. At Zuoyebang Data Platform Group, we use the Druid in the razzmatazz scene, mainly related to razzmatazz display, click, billing, and other functions. The performance and timeliness of druid can meet our OLAP queries very well. Add YourVisitorCommunity ·  Download ·  Powered by Druid ·  FAQ ·  License  ·   ·  Except where otherwise noted, licensed under CC BY-SA 4.0