Case Study

real-time analytics at UBER

Video: Real-Time Analytics at UBER Scale

At Strata+Hadoop World, James Burkhart, technical lead on real-time data infrastructure at Uber, shared how Uber supports millions of analytical queries daily across real-time data with Apollo, Uber’s internal analytics querying language. James covers architectural decisions and lessons learned from building an exactly-once ingest pipeline that captures raw events across in-memory row storage and on-disk columnar storage. He also details how Uber uses a custom metalanguage and query layer by...


High-Speed Ingest

Guest Post: Real-Time Big Data Ingestion with Meterial

This post originally appeared on the Myntra Engineering Blog. Learn how Myntra gained real-time insights on rapidly growing data using their new processing and reporting framework. Background I got an opportunity to work extensively with big data and analytics in Myntra. Data Driven Intelligence being one of the core values at Myntra, so crunching and processing data and reporting meaningful insights for the company is of utmost importance. Everyday millions of users visit Myntra on our App...


Manage Case Study

How Manage Accelerated Data Freshness by 10x

Success in the mobile advertising industry is achieved by delivering contextual ads in the moment. The faster and more personalized a display ad, the better. Any delay in ad delivery means lost bids, revenue, and ultimately, customers. Manage, a technology company specializing in programmatic mobile marketing and advertising, helps drive mobile application adoption for companies like Uber, Wish, and Amazon. In a single day, Manage generates more than a terabyte of data and processes more than 30...


Teespring Real-Time Analytics

How Teespring Enhances its eCommerce Platform with Real-Time Analytics

About Teespring Teespring is revolutionizing retail, giving entrepreneurs the opportunity to build and grow their brands via its ecommerce platform. Teespring makes it easy for anyone to create and sell high-quality products people love, with no cost or risk. Since 2012, Teespring has shipped more than fifteen million products around the world. Understanding Real-Time Buyer Activity Teespring was growing its community at a rapid pace. To further this growth, they wanted to connect vendors with...


Kellogg Case Study

How Kellogg Reduced 24-Hour ETL to Minutes and Boosted BI Speed by 20x

Background About Kellogg Kellogg Company is the world’s leading cereal company, second largest producer of cookies, crackers, and savory snacks, and a leading North American frozen foods company. With 2015 sales of $13.5 billion, Kellogg produces more than 1,600 foods across 21 countries and markets its many brands in 180 countries. Driving Revenue with Customer Logistics Data Kellogg relies on customer logistics data to make informed decisions and improve efficiencies around shopping...


smart-meter

MemSQL Manages Smart Meter Data with Leading Gas and Electric Utility Enterprise

Smart gas and electric meters produce huge volumes of data. A small MemSQL cluster of 5 nodes easily handles massive quantities of data like the workloads from leading gas and electric utility enterprises. In one particular use case, over 200,000 meter readings per second load into the MemSQL database while users simultaneously process queries against that data. Millions of meters sending between 10 and 30 sensor readings every hour leading to billions of rows of data. Just an initial part of a...


Real-Time Analytics Case Study

AppsFlyer Shares Journey to Real-Time Analytics Using MemSQL

At Reversim Summit 2016, AppsFlyer, a SaaS mobile marketing analytics and attribution platform based out of Israel, presented their MemSQL use case. Yulia Trakhtenberg, Data Team leader at AppsFlyer, shared her team’s story and spoke about why the MemSQL in-memory scalable database provided the best solution for their problems. Problem AppsFlyer aggregates some 8 billion daily events in real time and their solution could not handle this amount of data using their current solution. Their team...


Moving to MemSQL

Tapjoy: Moving to MemSQL

Sean Kelly, Staff Engineer at Tapjoy, has published an engineering blog post about the Tapjoy migration of a large high velocity ACID data set to MemSQL: http://eng.tapjoy.com/blog-list/moving-to-memsql Tapjoy wanted a horizontally scalable, ACID compliant, MySQL-compatible database and MemSQL turned out to be the right solution for the problem. “MemSQL had everything we wanted, and after an initial pilot, we confirmed it would meet our stated requirements. But the proof is in the pudding. We...


Novus Partners Case Study

Serving Investment Managers Novus is a portfolio intelligence platform that helps the world’s top investors generate higher returns. The company works with 100+ of the world’s top investment managers and institutional investors, managing approximately $2 trillion. The platform helps the industry’s top investors collectively innovate and gain valuable insights into their investments. Changing How the World Invests Novus aims to change how the world invests by allowing their users to explore...


lambda architecture

Rethinking Lambda Architecture for Real-Time Analytics

Big data, as a concept and practice, has been around for quite some time now. Most companies have responded to the influx of data by adapting their data management strategy. However, managing data in real time still poses a challenge for many enterprises. Some have successfully incorporated streaming or processing tools that provide instant access to real-time data, but most traditional enterprises are still exploring options. Complicating the matter further, most enterprises need access to...