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diff --git a/powered-by.md b/powered-by.md new file mode 100644 index 000000000..5ecfafb4c --- /dev/null +++ b/powered-by.md @@ -0,0 +1,239 @@ +--- +layout: global +title: Powered By Spark +type: "page singular" +navigation: + weight: 5 + show: true +--- + +<h2>Project and Product names using "Spark"</h2> + +Organizations creating products and projects for use with Apache Spark, along with associated +marketing materials, should take care to respect the trademark in "Apache Spark" and its logo. +Please refer to <a href="http://www.apache.org/foundation/marks/">ASF Trademarks Guidance</a> and +associated <a href="http://www.apache.org/foundation/marks/faq/">FAQ</a> +for comprehensive and authoritative guidance on proper usage of ASF trademarks. + +Names that do not include "Spark" at all have no potential trademark issue with the Spark project. +This is recommended. + +Names like "Spark BigCoProduct" are not OK, as are names including "Spark" in general. +The above links, however, describe some exceptions, like for names such as "BigCoProduct, +powered by Apache Spark" or "BigCoProduct for Apache Spark". + +It is common practice to create software identifiers (Maven coordinates, module names, etc.) +like "spark-foo". These are permitted. Nominative use of trademarks in descriptions is also +always allowed, as in "BigCoProduct is a widget for Apache Spark". + +<h2>Companies and Organizations</h2> + +To add yourself to the list, please email `dev@spark.apache.org` with your organization name, URL, +a list of which Spark components you are using, and a short description of your use case. + +- <a href="http://amplab.cs.berkeley.edu">UC Berkeley AMPLab</a> - Big data research lab that +initially launched Spark + - We're building a variety of open source projects on Spark + - We have both graduate students and a team of professional software engineers working on the stack +- <a href="http://4quant.com">4Quant</a> +- <a href="http://www.actnowib.com">Act Now</a> + - Spark powers NOW APPS, a big data, real-time, predictive analytics platform. We use Spark SQL, + MLlib and GraphX components for both batch ETL and analytics applied to telecommunication data, + providing faster and more meaningful insights and actionable data to the operators. +- <a href="http://adatao.com">Adatao, Inc.</a> - Data Intelligence for All + - Visual, Real-Time, Predictive Analytics on Spark+Hadoop, with built-in support for R, Python, + SQL, and Natural Language. + - Team of ex-Googlers and Yahoos with large-scale infrastructure experience + (including both flavors of MapReduce at Google and Yahoo) and PhD's in ML/Data Mining + - Determined that Spark, among the many alternatives, answered the right problem statements with + the right design +- <a href="http://www.agilelab.it">Agile Lab</a> + - enhancing big data. 360 customer view, log analysis, BI +- <a href="http://www.taobao.com/">Alibaba Taobao</a> + - We built one of the world's first Spark on YARN production clusters. + - See our blog posts (in Chinese) about Spark at Taobao: + <a href="http://rdc.taobao.org/?tag=spark">http://rdc.taobao.org/?tag=spark</a> +- <a href="http://alpinenow.com/">Alpine Data Labs</a> +- <a href="http://amazon.com">Amazon</a> +- <a href="http://www.amrita.edu/cyber/">Amrita Center for Cyber Security Systems and Networks</a> +- <a href="http://www.art.com/">Art.com</a> + - Trending analytics and personalization +- <a href="http://www.asiainfo.com">AsiaInfo</a> + - We are using Spark Core, Streaming, MLlib and Graphx. We leverage Spark and Hadoop ecosystem + to build cost effective data center solution for our customer in telco industry as well as + other industrial sectors. +- <a href="http://www.atigeo.com">Atigeo</a> – integrated Spark in xPatterns, our big data +analytics platform, as a replacement for Hadoop MR +- <a href="https://atp.io">atp</a> + - Predictive models and learning algorithms to improve the relevance of programmatic marketing. + - Components used: Spark SQL, MLLib. +- <a href="http://www.autodesk.com">Autodesk</a> +- <a href="http://www.baidu.com">Baidu</a> +- <a href="http://www.bakdata.com/">Bakdata</a> – using Spark (and Shark) to perform interactive +exploration of large datasets +- <a href="http://http//www.bigindustries.be/">Big Industries</a> - using Spark Streaming: The +Big Content Platform is a business-to-business content asset management service providing a +searchable, aggregated source of live news feeds, public domain media and archives of content. +- <a href="http://www.bizo.com">Bizo</a> + - Check out our talk on <a href="http://www.meetup.com/spark-users/events/139804022/">Spark at Bizo</a> + at Spark user meetup +- <a href="http://www.celtra.com">Celtra</a> +- <a href="http://www.clearstorydata.com">ClearStory Data</a> – ClearStory's platform and +integrated Data Intelligence application leverages Spark to speed analysis across internal +and external data sources, driving holistic and actionable insights. +- <a href="https://www.concur.com">Concur</a> + - Spark SQL, MLlib + - Using Spark for travel and expenses analytics and personalization< +- <a href="http://www.contentsquare.com">Content Square</a> + - We use Spark to regularly read raw data, convert them into Parquet, and process them to + create advanced analytics dashboards: aggregation, sampling, statistics computations, + anomaly detection, machine learning. +- <a href="http://www.conviva.com">Conviva</a> – Experience Live + - See our talk at <a href="http://ampcamp.berkeley.edu/3/">AmpCamp</a> on how we are + <a href="http://www.youtube.com/watch?feature=player_detailpage&v=YaayAatdRNs">using Spark to + provide real time video optimization</a> +- <a href="https://www.creditkarma.com/">Credit Karma</a> + - We create personalized experiences using Spark. +- <a href="http://databricks.com">Databricks</a> + - Formed by the creators of Apache Spark and Shark, Databricks is working to greatly expand these + open source projects and transform big data analysis in the process. We're deeply committed to + keeping all work on these systems open source. + - We provided a hosted service to run Spark, + <a href="http://www.databricks.com/cloud">Databricks Cloud</a>, and partner to + <a href="http://databricks.com/support/">support Apache Spark</a> with other Hadoop and big + data companies. +- <a href="http://dianping.com">Dianping.com</a> +- <a href="http://www.digby.com">Digby</a> +- <a href="http://www.drawbrid.ge/">Drawbridge</a> +- <a href="http://www.ebay.com/">eBay Inc.</a> + - Using Spark core for log transaction aggregation and analytics +- <a href="http://labs.elsevier.com">Elsevier Labs</a> + - Use Case: Building Machine Reading Pipeline, Knowledge Graphs, Content as a Service, Content + and Event Analytics, Content/Event based Predictive Models and Big Data Processing. + - We use Scala and Python over Databricks Notebooks for most of our work. +- <a href="http://www.eurecom.fr/en">EURECOM</a> +- <a href="http://www.exabeam.com">Exabeam</a> +- <a href="http://www.faimdata.com/">Faimdata</a> + - Build eCommerce and data intelligence solutions to the retail industry on top of + Spark/Shark/Spark Streaming +- <a href="http://falkonry.com">Falkonry</a> +- <a href="http://www.flytxt.com">Flytxt</a> + - Big Data analytics for subscriber profiling and personalization in telecommunications domain. + We are using Spark Core and MLlib. +- <a href="http://www.jeremyfreeman.net">Freeman Lab at HHMI</a> + - We are using Spark for analyzing and visualizing patterns in large-scale recordings of brain + activity in real time +- <a href="http://www.fundacionctic.org">Fundacion CTIC</a> +- <a href="http://graphflow.com">GraphFlow, Inc.</a> +- <a href="http://www.groupon.com/app/subscriptions/new_zip?division_p=san-francisco">Groupon</a> +- <a href="http://www.guavus.com/">Guavus</a> + - Stream processing of network machine data +- <a href="http://www.hitachi-solutions.com/">Hitachi Solutions</a> +- <a href="http://hivedata.com/">The Hive</a> +- <a href="http://www.research.ibm.com/labs/almaden/index.shtml">IBM Almaden</a> +- <a href="http://www.infoobjects.com">InfoObjects</a> + - Award winning Big Data consulting company with focus on Spark and Hadoop +- <a href="http://en.inspur.com">Inspur</a> +- <a href="http://www.sehir.edu.tr/en/">Istanbul Sehir University</a> +- <a href="http://www.kenshoo.com/">Kenshoo</a> + - Digital marketing solutions and predictive media optimization +- <a href="http://www.kelkoo.co.uk">Kelkoo</a> + - Using Spark Core, SQL, and Streaming. Product recommendations, BI and analytics, + real-time malicious activity filtering, and data mining. +- <a href="http://www.knoldus.com">Knoldus Software LLC</a> +- <a href="http://eng.localytics.com">Localytics</a> + - Batch, real-time, and predictive analytics driving our mobile app analytics and marketing + automation product. + - Components used: Spark, Spark Streaming, MLLib. +- <a href="http://magine.com">Magine TV</a> +- <a href="http://mediacrossing.com">MediaCrossing</a> – Digital Media Trading Experts in the +New York and Boston areas + - We are using Spark as a drop-in replacement for Hadoop Map/Reduce to get the right answer + to our queries in a much shorter amount of time. +- <a href="http://www.myfitnesspal.com/">MyFitnessPal</a> + - Using Spark to clean-up user entered food data using both explicit and implicit user signals + with the final goal of identifying high-quality food items. + - Using Spark to build different recommendation systems for recipes and foods. +- <a href="http://deepspace.jpl.nasa.gov/">NASA JPL - Deep Space Network</a> +- <a href="http://www.163.com/">Netease</a> +- <a href="http://www.nflabs.com">NFLabs</a> +- <a href="http://nsn.com">Nokia Solutions and Networks</a> +- <a href="http://www.nttdata.com/global/en/">NTT DATA</a> +- <a href="http://www.nubetech.co">Nube Technologies</a> + - Nube provides solutions for data curation at scale helping customer targeting, accurate + inventory and efficient analysis. +- <a href="http://ooyala.com">Ooyala, Inc.</a> – Powering personalized video experiences +across all screens + - See our blog post on how we use + <a href="http://engineering.ooyala.com/blog/fast-spark-queries-memory-datasets">Spark for + Fast Queries</a> + - See our presentation on + <a href="http://www.slideshare.net/EvanChan2/cassandra2013-spark-talk-final">Cassandra, Spark, + and Shark</a> +- <a href="http://www.opentable.com/">Opentable</a> + - Using Apache Spark for log processing and ETL. The data obtained feeds the recommender + system powered by Spark MLLIB Matrix Factorization. We are evaluating the use of Spark + Streaming for real-time analytics. +- <a href="http://pantera.io">PanTera</a> + - PanTera is a tool for exploring large datasets. It uses Spark to create XY and geographic + scatterplots from millions to billions of datapoints. + - Components we are using: Spark Core (Scala API), Spark SQL, and GraphX +- <a href="http://www.peerialism.com">Peerialism</a> +- <a href="http://www.planbmedia.com">PlanBMedia</a> +- <a href="http://prediction.io/">PredicitionIo</a> - PredictionIO currently offers two engine +templates for Apache Spark MLlib for recommendation (MLlib ALS) and classification (MLlib Naive +Bayes). With these templates, you can create a custom predictive engine for production deployment +efficiently. +- <a href="http://premise.com">Premise</a> +- <a href="http://www.quantifind.com">Quantifind</a> +- <a href="http://radius.com">Radius Intelligence</a> + - Using Scala, Spark and MLLib for Radius Marketing and Sales intelligence platform including + data aggregation, data processing, data clustering, data analysis and predictive modeling of all + US businesses. +- <a href="http://www.realimpactanalytics.com/">Real Impact Analytics</a> + - Building large scale analytics platforms for telecoms operators +- <a href="http://rocketfuel.com/">RocketFuel</a> +- <a href="http://www.rondhuit.com/">RONDHUIT</a> + - Machine Learning with Apache Mahout and Spark + <a href="http://www.rondhuit.com/services/training/mahout-ML.html">http://www.rondhuit.com/services/training/mahout-ML.html</a> +- <a href="http://www.sailthru.com/">Sailthru</a> + - Uses Spark to build predictive models and recommendation systems for marketing automation + and personalization. +- <a href="http://www.sisa.samsung.com/">Samsung Research America</a> +- <a href="http://www.shopify.com/">Shopify</a> +- <a href="http://www.simba.com/">Simba Technologies</a> + - BI/reporting/ETL for Spark and beyond +- <a href="http://www.sinnia.com">Sinnia</a> +- <a href="http://www.sktelecom.com/en/main/index.do">SK Telecom</a> + - SK Telecom analyses mobile usage patterns of customer with Spark and Shark. +- <a href="http://socialmetrix.com/">Socialmetrix</a> +- <a href="http://www.sohu.com">Sohu</a> +- <a href="http://www.stratio.com/">Stratio</a> + - Offers an open-source Big Data platform centered around Apache Spark. +- <a href="https://www.taboola.com/">Taboola</a> – Powering 'Content You May Like' around the web +- <a href="http://www.techbase.com.tr">Techbase</a> +- <a href="http://tencent.com/">Tencent</a> +- <a href="http://www.tetraconcepts.com/">Tetra Concepts</a> +- <a href="http://www.trendmicro.com/us/index.html">TrendMicro</a> +- <a href="http://engineering.tripadvisor.com/using-apache-spark-for-massively-parallel-nlp/">TripAdvisor</a> +- <a href="http://truedash.io">truedash</a> + - Automatic pulling of all your data in to Spark for enterprise visualisation, predictive + analytics and data exploration at a low cost. +- <a href="http://www.trueffect.com">TruEffect Inc</a> +- <a href="http://www.tuplejump.com">Tuplejump</a> + - Software development partners for Apache Spark and Cassandra projects +- <a href="http://www.ucsc.edu">UC Santa Cruz</a> +- <a href="http://missouri.edu/">University of Missouri Data Analytics and Discover Lab</a> +- <a href="http://videoamp.com/">VideoAmp</a> + - Intelligent video ads for online and television viewing audiences. +- <a href="http://www.vistarmedia.com">Vistar Media</a> + - Location technology company enabling brands to reach on-the-go consumers +- <a href="http://www.yahoo.com">Yahoo!</a> +- <a href="http://www.yandex.com">Yandex</a> + - Using Spark in + <a href="http://www.searchenginejournal.com/yandex-islands-markup-issues-implementation/71891/">Yandex Islands</a>, + to process islands identified from a search robor +- <a href="http://www.zaloni.com/products/">Zaloni</a> + - Zaloni's data lake management platform (Bedrock) and self-service data preparation solution + (Mica) leverage Spark for fast execution of transformations and data exploration. +
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