Tag: S3

Feed: AWS Big Data Blog. AWS Glue is a fully managed ETL (extract, transform, and load) service to catalog your data, clean it, enrich it, and move it reliably between various data stores. AWS Glue ETL jobs can interact with a variety of data sources inside and outside of the AWS environment. For optimal operation in a hybrid environment, AWS Glue might require additional network, firewall, or DNS configuration.In this post, I describe a solution for transforming and moving data from an on-premises data store to Amazon S3 using AWS Glue that simulates a common data lake ingestion pipeline. AWS ... Read More

Feed: R-bloggers. Author: business-science.io - Articles. Model interpretability is critical to businesses. If you want to use high performance models (GLM, RF, GBM, Deep Learning, H2O, Keras, xgboost, etc), you need to learn how to explain them. With machine learning interpretability growing in importance, several R packages designed to provide this capability are gaining in popularity. We analyze the IML package in this article. In recent blog posts we assessed LIME for model agnostic local interpretability functionality and DALEX for both local and global machine learning explanation plots. This post examines the iml package (short for Interpretable Machine Learning) to ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Igor Bobriakov. Nowadays, text processing is developing rapidly, and several big companies provide their products which help to deal successfully with diverse text processing tasks. In case you need to do some text processing there are 2 options available. The first one is to develop the entire system on your own from scratch. This way proves to be very time and resource consuming. On the other hand, you can use the already accessible solutions developed by well-known companies. This option is usually faster and simpler. No specific knowledge or experience in ... Read More

Feed: DivvyCloud. Author: David Mundy; News broke this week that sensitive data was exposed yet again. Remember our running analogy, “we are living in the cybersecurity version of the movie Groundhog Day?”  It feels like the same day, the same problem, the same leak over and over again. Too often now we hear about S3 bucket leaks (Fed Ex, Alteryx, National Credit Federation, Verizon, Australian Broadcasting Corporation, Dow Jones, Deep Root Analytics, Robocent, Macy’s, Adidas, etc.)  that have exposed sensitive, personal information for hundreds of millions of people from around the world. This epidemic has seen the theft or loss ... Read More

Feed: What's New. Amazon Rekognition is a deep learning-based image and video analysis service that can identify objects, people, text, scenes, and activities, as well as detect any inappropriate content. With Amazon Rekognition, customers can easily integrate image and video analysis into their applications with automatic metadata extraction. This metadata can be used in various ways, such as verifying identities for facility entry, reviewing user-generated content, enhancing search capabilities, and automating manual workflows. K-STAR Group, an entertainment company based in South Korea that provides concert ticketing and payment services. “A recurring pain point at concerts is the long line that ... Read More

Feed: AWS Big Data Blog. This blog post shows how our customers can benefit by using the Apache Sqoop tool. This tool is designed to transfer and import data from a Relational Database Management System (RDBMS) into AWS – EMR Hadoop Distributed File System (HDFS), transform the data in Hadoop, and then export the data into a Data Warehouse (e.g. in Hive or Amazon Redshift).To demonstrate the Sqoop tool, this post uses Amazon RDS for MySQL as a source and imports data in the following three scenarios: Scenario 1 — AWS EMR (HDFS -> Hive and HDFS) Scenario 2 — ... Read More

Feed: Sander Knape. It’s been close to two years since I started working with AWS CloudFormation, the Infrastructure as Code solution by and for AWS. With CloudFormation you can describe and provision your entire AWS infrastructure in code. The entire AWS environment I work with is provisioned through CloudFormation – we only have read-only access to our AWS accounts. We now work with a number of different VPCs and many different AWS services. We currently have close to 300 stacks provisioned, describing the foundational networking and over a hundred different applications. All these stacks are deployed in three different accounts ... Read More

Feed: Planet MySQL; Author: MySQL Performance Blog; Tate McDaniel | August 9, 2018 |  Posted In: Amazon Aurora, AWS, Events and Announcements, MySQL, Percona Monitoring and Management, PMM, Technical Webinars PREVIOUS POST Please join Autodesk’s Senior Database Engineer, Vineet Khanna, and Percona’s Sr. MySQL DBA, Tate McDaniel as they present Migrating to Aurora and Monitoring with PMM on Thursday, August 9th, 2018, at 10:00 AM PDT (UTC-7) / 1:00 PM EDT (UTC-4). Amazon Web Services (AWS) Aurora is one of the most popular cloud-based RDBMS solutions. The main reason for Aurora’s success is because it’s based on InnoDB storage engine. In this session, ... Read More

Feed: What's New. Amazon Virtual Private Cloud (VPC) Flow Logs can now be directly delivered to Amazon Simple Storage Service (S3) using the AWS Command Line Interface (CLI) or through your Amazon EC2 or VPC console. You can now deliver VPC Flow Logs to both S3 and CloudWatch Logs. Deliver VPC Flow Logs to S3 when you require simple, cost-effective archiving of your log events. Take advantage of the different storage classes of S3, such as Amazon S3 Standard-Infrequent Access, or write custom data processing applications using other solutions, such as Amazon Athena. Deliver VPC Flow Logs to CloudWatch Logs ... Read More

Feed: Planet MySQL; Author: MyDBOPS; In our work, We used to get a lot of requirements for replicating data from one data source to another. Our team provided solutions to replicate data from MySQL to Vertica, Amazon Redshift, Hadoop. Out of which Amazon Redshift replication is a bit complicated as Amazon Redshift is a Database as a service (DBaaS) and the process is not straightforward. So, I take this opportunity to guide on how to replicate the specific set of tables from MySQL to AWS Redshift using Tungsten replicator. 1.0. Tungsten Replicator: Tungsten Replicator is an open source replication engine supports ... Read More