The MapReduce paradigm is not always ideal when dealing with large computationally intensive algorithms. A small team of entrepreneurs is building a product called ParallelX to solve that bottleneck by harnessing the power of GPUs to give Hadoop jobs a significant boost.
EC2 users can now automate the deployment of Apache Mesos, an open-source tool to share cluster resources between multiple data processing frameworks, at scale through a new web service called Elastic Mesos provided by Big Data startup Mesosphere.
The Google Compute Engine (GCE) infrastructure as a service (IaaS) is now in general availability. The launch also brings price cuts, a new storage model, expanded operating system support and live migration capabilities for transparent maintenance.
Amazon announced a number of new services at the recent re:invent conference in Las Vegas: Amazon WorkSpaces - Desktop Computing in the Cloud, Identity and Access Management using SAML, Amazon AppStream - Delivering Streaming Applications from the Cloud, Amazon Kinesis - Streaming Big Data, CloudTrail - Capturing AWS API Activity, Postgres support in RDS and new EC2 instance types
Amazon recently announced Kinesis, a service that allows developers to stream large amounts of data from different sources and process it. The service is currently in limited preview.
Amazon Web Services have announced three new instance types for its Elastic Compute Cloud (EC2) infrastructure as a service. I2 instances use solid state disk (SSD) to deliver high input/output performance, C3 instances tie each virtual CPU to a hardware hyper-thread for compute intensive workloads, and G2 instances offer Nvidia graphics processing units (GPUs) for 3D applications.
Amazon has recently added audio support for elastic transcoder that provides an ability to convert media files from one format to another without any depending upon about servers, storage and scalability.
NuoDB has announced version 2.0 of their NewSQL database, now a globally distributed database that can run in the cloud or on premises with real-time replication.
Amazon Web Services (AWS) suffered another outage of its US East 1 region during the morning of Friday 13th September. A number of popular applications such as Heroku, Github and CMSWire were disrupted along with many other customers in Amazon’s largest, oldest and busiest location.
Amazon recently announced several new features for the AWS platform, including option to choose Redis for it's ElastiCache service, several RDS related improvements, and even the release of their unified command line interface.
Recent research has made it increasingly clear that developers hold the key to cloud adoption, and Rackspace is trying to make themselves an attractive option. The Rackspace Developer Discount program is designed to lower the barrier to entry and follows similar efforts by AWS and Microsoft.
Within days of each other, Microsoft and Amazon Web Services (AWS) released mobile-friendly notification services aimed at developers. Both services make it possible to quickly and cheaply broadcast millions of messages to devices of all kinds. While similar on the surface, each service offers their own unique capabilities.
In his new whitepaper, Best Practices for Amazon EMR, Parviz Deyhim outlines the best practices in using AWS EMR including moving data to AWS, strategies for collecting, compressing, aggregating the data, and common architectural patterns for setting up and configuring Amazon EMR clusters for processing.
Microsoft VP Scott Guthrie announced a range of updates to Windows Azure that fill in platform gaps while leapfrogging market leader AWS in one particular area. The new database export service provides a much-needed backup capability – albeit with controversial pricing – and the updated Traffic Manager delivers a cross-region load balancing experience that appears superior to what AWS offers.