Tag: Cloud

Feed: Featured Blog Posts - Data Science Central. Author: Ryan Williamson. Cloud computing has become ubiquitous in today’s fast-paced business environment. When you combine this dynamic technology with DevOps culture, your business transforms in real-time. With benefits like on-demand scalability, quicker run times, consistent codes, and high-performing apps, this game-changing combination can empower your business to become more agile, responsive and swift. If you haven't implemented it yet, here are three big reasons to do it right away: Accelerated Time to Market: Automation is a key driving factor for infrastructure management. It determines the success of a product or service by ... Read More

Feed: Blog – Hazelcast. Author: Huseyin Babal. Today, we are happy to announce Hazelcast Cloud Public API support via GraphQL to provide more flexibility to automate Hazelcast Cloud clusters. If you have a Hazelcast Cloud account, you can go to GraphQL Explorer to try queries and mutations. Hands-on Examples Create Cluster In order to create a cluster in Hazelcast Cloud, you need to know: Cloud Provider Region Cluster Type Memory Hazelcast Version You can create a cluster based on the above parameters in GraphQL with the following mutation: mutation { createStarterCluster( input:{ name:"my-cluster", cloudProvider:"aws", region:"us-west-2", clusterType:SMALL, totalMemory:2, hazelcastVersion:VERSION_4_0 } ){ ... Read More

Feed: CIO. Author: . Enterprises worldwide spent a record $34.6 billion on cloud services in 2020's second quarter, up roughly 11 percent from the previous quarter and 30 percent from the same period last year, according to research firm Canalys.What isn't known is how much of that money was wasted due to poor planning, faulty execution, inadequate oversight and internal conflicts, among other causes. Maintaining firm control over cloud spend is essential to curbing waste, says Jimmy Pham, a principal specializing in DevOps, platforms as a service and containers as a service at business advisory firm Booz Allen Hamilton. "Gaining ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Sergey Lukyanchikov. InterSystems IRIS – the All-Purpose Universal Platform for Real-Time AI/ML Author: Sergey Lukyanchikov Challenges of real-time AI/ML computations We will start from the examples that we faced as Data Science practice at InterSystems: A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a “flat” promo campaign master there will be used a “segment-tactic” matrix). What will happen to the recommender mechanisms? What will happen to data ... Read More

Feed: R-bloggers. Author: R on OSM. [This article was first published on R on OSM, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.In our last post, we ran simulations on our 1,000 randomly generated return scenarios to compare the average and risk-adjusted return for satisfactory, naive, and mean-variance optimized (MVO) maximum return and maximum Sharpe ratio portfolios. We found that you can shoot for high returns or high risk-adjusted returns, but rarely both. Assuming ... Read More

Feed: Recent Announcements. The System Health Telemetry feature helps you monitor the status of AWS IoT Greengrass Core devices (CPU usage, memory usage) and the functionality of AWS IoT Greengrass Core system components (Lambda functions, Stream Manager). System health telemetry data is collected locally and automatically published to the AWS Cloud. You can create event rules in Amazon EventBridge to store event information, take corrective action, or initiate other events. For instance, you can use System Health Telemetry to monitor your device fleet and check for devices that have high memory consumption and send relevant notifications to a system operator ... Read More

Feed: Recent Announcements. CloudWatch Agent enables operators to collect metrics and logs from Amazon Elastic Compute Cloud (Amazon EC2), hybrid, and on premises servers. Including CloudWatch Agent with AL2 helps reduce the number of steps required to install the agent on your Linux hosts. Open source also provides greater visibility into the agent's design and implementation. Developers can contribute to the development of CloudWatch Agent by making suggestions, reporting issues, and submitting pull requests. Amazon CloudWatch, CloudWatch Agent, and Amazon Linux 2 (AL2) are available in all public AWS Regions and AWS GovCloud (US).  ... Read More

Feed: Recent Announcements. Security and compliance, including OSPAR, is a shared responsibility between AWS and you. For example, it is your responsibility to configure and manage secrets stored in Secrets Manager to meet ABS Guidelines. To learn more about the actions you may need to take to meet ABS Guidelines, read the AWS Cloud Compliance and OSPAR compliance webpages. For a comprehensive list of access-controlled documents relevant to compliance and security in the AWS Cloud, see AWS Artifact.  ... Read More

Feed: CIO. Author: . Operating in today’s global economy is fraught with uncertainty. Whether it’s competitive, political, an uncontrollable global pandemic, or any number of other dynamics, these days you have to expect the unexpected - and be ready to respond. Some organizations have seen new areas of opportunity, while others are hanging on for dear life.   Businesses have undergone many changes over the last year, but in many respects, the onslaught of COVID-19 has accelerated trends that have been present for several years now.I spent some time recently with Ray Wang, Founder and Principal Researcher at Constellation Research, to ... Read More

Feed: Recent Announcements. If you are currently running SSRS on Amazon EC2, you can now save costs by running SSRS directly on the same RDS DB instance as your SQL Server database. SSRS is also already available on Amazon RDS for SQL Server 2017 on both the Standard and Enterprise editions. Amazon RDS for SQL Server makes it easy to set up, operate, and scale SQL Server deployments in the cloud. See Amazon RDS for SQL Server Pricing for pricing details and regional availability ... Read More