lambda-architecture.net lambda-architecture.net

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Lambda Architecture » λ lambda-architecture.net

A repository dedicated to the Lambda Architecture (LA). We collect and publish examples and good practices around the LA. Raquo; An example of Lambda Architecture to analyse Twitter's tweets with Spark, Spark-streaming, Cassandra, Kafka, Twitter4j, Akka and Akka-http. Raquo; Applying the Lambda Architecture on Microsoft Azure cloud. Raquo; An example Lambda Architecture for analytics of IoT data with spark, cassandra, Kafka and Akka. Raquo; A RAD Stack: Kafka, Storm, Hadoop, and Druid. The LA aims to sat...

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A repository dedicated to the Lambda Architecture (LA). We collect and publish examples and good practices around the LA. Raquo; An example of Lambda Architecture to analyse Twitter's tweets with Spark, Spark-streaming, Cassandra, Kafka, Twitter4j, Akka and Akka-http. Raquo; Applying the Lambda Architecture on Microsoft Azure cloud. Raquo; An example Lambda Architecture for analytics of IoT data with spark, cassandra, Kafka and Akka. Raquo; A RAD Stack: Kafka, Storm, Hadoop, and Druid. The LA aims to sat...
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Lambda Architecture » λ lambda-architecture.net | lambda-architecture.net Reviews

https://lambda-architecture.net

A repository dedicated to the Lambda Architecture (LA). We collect and publish examples and good practices around the LA. Raquo; An example of Lambda Architecture to analyse Twitter's tweets with Spark, Spark-streaming, Cassandra, Kafka, Twitter4j, Akka and Akka-http. Raquo; Applying the Lambda Architecture on Microsoft Azure cloud. Raquo; An example Lambda Architecture for analytics of IoT data with spark, cassandra, Kafka and Akka. Raquo; A RAD Stack: Kafka, Storm, Hadoop, and Druid. The LA aims to sat...

INTERNAL PAGES

lambda-architecture.net lambda-architecture.net
1

Case Stories » λ lambda-architecture.net

http://lambda-architecture.net/stories

July 16, 2016. Raquo; An example Lambda Architecture for analytics of IoT data with spark, cassandra, Kafka and Akka. August 27, 2014. Raquo; A RAD Stack: Kafka, Storm, Hadoop, and Druid. January 19, 2014. Raquo; An example Lambda Architecture for real-time analysis of hashtags using Trident, Hadoop and Splout SQL. Inspired by Nathan Marz.

2

Contributing » λ lambda-architecture.net

http://lambda-architecture.net/contribute

You built a system according to the LA? Gave a talk on the LA? Have a project up on GitHub that contributes to the LA? Here is how you can share this with the community and make the world a better place:. Fork us on GitHub. And create a pull request with the suggested changes. Either Nathan or Michael will review and apply then. We are using Jekyll as basis for this platform so you might want to first check it out. Before you pull the trigger. Inspired by Nathan Marz.

3

Components » λ lambda-architecture.net

http://lambda-architecture.net/components

June 30, 2014. Raquo; Speed Components. June 30, 2014. Raquo; Serving Components. June 30, 2014. Raquo; Batch Components. Inspired by Nathan Marz.

4

A RAD Stack: Kafka, Storm, Hadoop, and Druid » λ lambda-architecture.net

http://lambda-architecture.net/stories/2014-08-27-kafka-storm-hadoop-druid

A RAD Stack: Kafka, Storm, Hadoop, and Druid. At Metamarkets, we run a lambda architecture comprised of Kafka. To power interactive historical and real-time analysis of event streams. Around the office, we tongue-in-cheekily call the setup the "RAD stack." It stands for "Real-time analytics data stack," you see. As of this writing, the system handles some tens of billions of new events per day. We also have a talk from Strata 2014. And corresponding slide deck. Blog comments powered by Disqus.

5

Deploop: A Lambda Architecture Provisioning Tool » λ lambda-architecture.net

http://lambda-architecture.net/platforms/2014-07-24-deploop-provisioning-tool

Deploop: A Lambda Architecture Provisioning Tool. Deploop is a tool for LA clusters deployments. Deploop system is based on three software components:. The Deploop engine: This is a Ruby application used for take the control of the cluster layers. With this command line tools, you can bootstrap a new cluster layer (batch layer, speed layer, serving layer), query the layer, start, stop o whatever. The Deploop GUI: This is a Ruby on Rails application in development, it’s a front end of the CLI engine.

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bigdatanerd.wordpress.com bigdatanerd.wordpress.com

Lambda architecture – Part 1 – An Introduction to Lambda Architecture – bigdatanerd

https://bigdatanerd.wordpress.com/2014/04/09/lambda-architecture-part-1-an-introduction-to-lambda-architecture

Lambda architecture – Part 1 – An Introduction to Lambda Architecture. April 9, 2014. How this big data shift happened? It is fundamental design thinking of how we store and analyses data. The moment you start to think that the data is,. Atomic in nature, that one event log is independent of another events. Now we need an architectural pattern to address our big data problem. Nathan Marz. Lambda in Lambda Architecture:. Layers in Lambda Architecture:. Lambda architecture has three main layers. The batch ...

esc-plan.com esc-plan.com

Thoughtworks Big Data Briefing - X1B Plan

http://esc-plan.com/blog/2014/07/04/thoughtworks-big-data-briefing

Hadoop; Analytics; CRM; General Tech. Thoughtworks Big Data Briefing. Last night I arrived in Manchester to attend Thoughtworks. Quarterly tech briefing. What dragged me all the way from Belfast? David Elliman speaking on the subject of Big Data. It was well worth the trip. There was a serious amount of content packed into the two hours. Below the jump you can find my notes and additional ruminating. The ‘Big’ In Big Data misses the point. Taking the title of a previous blog post. Volume: amount of stuff.

radar.oreilly.com radar.oreilly.com

O'Reilly Radar - Insight, analysis, and research about emerging technologies

http://radar.oreilly.com/page/2

Shop Video Training & Books. Shop Video Training & Books. Web Ops & Performance. Web Ops and Performance. We're in the process of moving Radar to the new oreilly.com. Check it out. How Flash changes the design of database storage engines. High-performing memory throws many traditional decisions overboard. August 22, 2014. Citing price and performance, one author advised a wide range of database vendors to move to Flash. Java 8 functional interfaces. August 7, 2014. In the first part. Object and returns a...

bernardonajlis.com bernardonajlis.com

Big Data Archives - Bernardo Najlis

http://www.bernardonajlis.com/category/big-data

Business Intelligence, Big Data and all things in technology. About this Blog and Me. Lambda architecture: No Silver Bullet. August 6, 2016. I been reading a lot of criticism about the lambda architecture. Lately, and it reminded me a lot about that famous essay about Software Engineering. And this doesn’t mean the Lambda architecture is not good, but that just because one architectural pattern exists doesn’t mean you have to use it in every single case. My brief romance with Lambda. By folks from Uber i...

code123.cc code123.cc

【译】读懂这100篇论文,你也能成为大数据专家 - code123

http://www.code123.cc/289.html

开源 Open Source 用之于大数据技术,其作用有二 一方面,在大数据技术变革之路上,开源在众人之力和众人之智推动下,摧枯拉朽,吐故纳新,扮演着非常重要的推动作用。 每一天,都有一大堆 新 框架、 新 类库或 新 工具,犹如雨后春笋般涌出,乱花渐欲 迷 人眼。 为了掌控住这些 新玩意 ,数据分析的达人们不得不 殚精竭虑 地 学而时习之。 需要提醒的是,下文提及到的 100 篇参考文献 这些文献中大多都是一些开创性的研究论文 ,将会为你提供结构性的深度剖析,绝非泛泛而谈。 在介绍这 100 篇文献之前,首先让我们看一下大数据处理的关键架构层 如图 1 所示. 数据存储层 由于目前采集到的数据,十之有七八为非结构化和半结构化数据,数据的表现形式各异,有文本的、图像的、音频的、视频的等,因此常见的数据存储也要对应有多种形式,有基于键值 Key-Value 的,有基于文档 Document ,还有基于列 Column 和图表 Graph 的。 因此,我们需要 兵来将挡,水来土掩 式的、多元的 Polyglot. 文献 1 是一本有关 NoSQL 数据处理的图书. 注 文献 5 是 Summingbird ...

aprevotleygonie.wordpress.com aprevotleygonie.wordpress.com

A Prévôt-Leygonie | oracle and reporting and etl and big data | Page 2

https://aprevotleygonie.wordpress.com/page/2

Aller au contenu principal. Articles plus récents →. Juin 23, 2015 · 11:34. Revue : Big Data par Nathan Marz et James Warren. La BI ça vous gagne! Je vais aller droit au but: vous savez comme je vois le DWH Toolkit. De Kimball and Co comme LE bouquin de référence pour le décisionnel, et bien c’est très simple, voilà son équivalent côté Big Data. A mon sens c’est une lecture incontournable. D’autant plus si vous avez déjà écrit ou prononcé les mots Lambda Architecture. 370 mots de plus. Cliquez pour parta...

benstopford.com benstopford.com

Elements of Scale: Composing and Scaling Data Platforms - ben stopford

http://www.benstopford.com/2015/04/28/elements-of-scale-composing-and-scaling-data-platforms

Gently Flexing the Grid. Elements of Scale: Composing and Scaling Data Platforms. This post is the transcript from a talk, of the same name, given at Progscon and JAX Finance 2015. There is a video. As software engineers we are inevitably affected by the tools we surround ourselves with. Languages, frameworks, even processes all act to shape the software we build. Likewise databases, which have trodden a very specific path, inevitably affect the way we treat mutability and share state in our applications.

bigdataknowhow.weebly.com bigdataknowhow.weebly.com

Agile Big Data  - Idea to  Implementation - Big Data Know How

http://bigdataknowhow.weebly.com/blog/agile-big-data-idea-to-implementation

Big Data Know How. Agile Big Data - Idea to Implementation. How do they do it? I have discussed about Hadoop and Machine Learning throughout the year here. I will touch upon agile development concepts as needed. Two key characteristics that apply to big data development are - Agile methods are adaptive and people oriented. These two themes advance modern big data application development. Just ask a Google or Uber developer. If there are multiple goals, how can we prioritize them? After deciding which ide...

joshwalters.net joshwalters.net

Josh Walters

http://www.joshwalters.net/2014/09/15/at-scale-2014-review.html

I'm a software engineer working with big data. The views expressed on this site are my own and do not reflect those of my employer. At Scale 2014 Review. September 15, 2014. I went to the At Scale 2014 conference. Earlier today, and I wanted to outline my thoughts. I attended all of the data track talks. Almost every talk mentioned memcached. Several companies were introducing their own variants. Facebook and Box had back to back talks about their new memcached projects. I found their usage of a built in...

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Lambda Architecture » λ lambda-architecture.net

A repository dedicated to the Lambda Architecture (LA). We collect and publish examples and good practices around the LA. Raquo; An example of Lambda Architecture to analyse Twitter's tweets with Spark, Spark-streaming, Cassandra, Kafka, Twitter4j, Akka and Akka-http. Raquo; Applying the Lambda Architecture on Microsoft Azure cloud. Raquo; An example Lambda Architecture for analytics of IoT data with spark, cassandra, Kafka and Akka. Raquo; A RAD Stack: Kafka, Storm, Hadoop, and Druid. The LA aims to sat...

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Your browser does not support this video. Fast, quantitative, elemental analyses of difficult samples. From Drop Technology Ltd. Transmitted light drop analyser). Is an innovative, simple-to-use microvolume UV-visible microdrop spectrophotometer that is new to the market. With sample volumes as small as 1.0 µl, it can be used for a wide range of applications, from nucleic acids and protein quantification to any general UV-visible measurements. NEW GUIDE HIGHLIGHTS BENEFITS OF. The Practical Guide covers:.

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