Tag: performance

Feed: Featured Blog Posts - Data Science Central. Author: William Vorhies. Summary:  Just how much should you trust your AI systems?  Best practice points to constant review, strong governance, and the willingness to override results that seem illogical. Just how much do you trust your AI?  This is not intended to be the skeptical consumer view about bias or black box outcomes.  It’s intended to see if leaders in actual implementation see AI through proverbial rose colored glasses or whether and how much skepticism they think is warranted. As a source, I love these very professionally done surveys of AI ... Read More

Feed: R-bloggers. Author: R on Just be-cause. [This article was first published on R on Just be-cause, 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. We’ve seen on a previous post that one of the main differences between classic ML and Causal Inference is the additional step of using the correct adjustment set for the predictor features. In order to find the correct adjustment set we need a DAG that represents the relationships ... Read More

Feed: Planet MySQL; Author: MyDBOPS; As a part of Mydbops Consulting we have a below problem statement from one of our client. “We have a high powered server for reporting which in turn powers our internal dashboard for viewing the logistics status.Even with a high end hardware, we had a heavy CPU usage and which in turn triggers spikes in replication lag and slowness. Below is the hardware configuration.“ OS : Debian 9 (Stretch) CPU : 40 RAM : 220G (Usable) Disk : 3T SSD with 80K sustained IOPS. MySQL : 5.6.43-84.3-log Percona Server (GPL) Datasize : 2.2TB Below is ... Read More

Feed: AWS Partner Network (APN) Blog. Author: AWS Admin. We are pleased to share the latest updates to our AWS Managed Services Provider (MSP) Partner Program requirements in Version 4.1 of the Validation Checklist.This version reflects our most recent program criteria, with improvements focused on raising the bar for both our MSP Partners and Amazon Web Services (AWS) customers. By maintaining a high bar in this program, MSP Partners realize greater value by achieving elite recognition for their distinguished capabilities, and AWS customers can have increased confidence in working with AWS MSP Partners. Download the AWS MSP Partner Program Validation ... Read More

Feed: MemSQL Blog. Author: Rick Negrin. There is a trend in industry which says that modern applications need to be built on top of one or more special-purpose databases. That every application benefits from using the best-of-breed technology for each requirement. And that the plethora of special-purpose options available from certain cloud providers is reasonable to manage. That’s all BUNK. The reality is that navigating the choices, figuring out how to use them effectively, and dealing with the ETL and inevitable data sprawl, is so difficult that the pain far outweighs any technical advantage you might get. In the vast ... Read More

Feed: Planet MySQL; Author: Severalnines; April 2018 is not just a date for the MySQL world. MySQL 8.0 was released there, and more than 1 year after, it’s probably time to consider migrating to this new version. MySQL 8.0 has important performance and security improvements, and, as in all migration to a new database version, there are several things to take into account before going into production to avoid hard issues like data loss, excessive downtime, or even a rollback during the migration task. In this blog, we’ll mention some of the new MySQL 8.0 features, some deprecated stuff, and ... Read More

Feed: Recent Announcements. Amazon EKS is a managed Kubernetes service that makes it easy for you to run Kubernetes on AWS without needing to install, operate, and maintain your own Kubernetes control plane or worker nodes. Amazon EKS is certified Kubernetes conformant, so existing applications running on upstream Kubernetes are compatible with Amazon EKS. You can also easily migrate any standard Kubernetes application to EKS without needing to refactor your code.   With Amazon EKS, you can take advantage of all the performance, scale, reliability, and availability of the AWS platform, as well as integrations with AWS services for compute, ... Read More

Feed: Actian. Author: Sampa Choudhuri. Robotic process automation (RPA) is one of the fastest-growing trends in the IT industry.  This next-generation of workflow management capabilities is poised to be an essential enabler for companies seeking to optimize their digitally transformed business processes for peak efficiency.  For RPA vendors, one of the critical capabilities that must be developed in your solution is the integration capabilities with a wide variety of third-party systems and data sources.Integration is a must-have feature for RPA solutions When customers are implementing RPA solutions, they are often doing so alongside the deployment of things like IoT devices, ... Read More

Feed: Puppet.com Blog RSS Feed. Author: ; Editor's note: As of 29 May 2019, we've sunsetted Puppet Discovery and Puppet Pipelines.A little over a year ago Luke Kanies handed over the reins of Puppet to me. It’s been my privilege and honor to lead this company. And what a year it’s been. We continued to innovate, we grew our ecosystem, we opened new offices in Singapore and Seattle, and most recently, we acquired Distelli.Puppet exists to make people more powerful through software. We believe in the power of the individual and what’s possible when we can free up your time ... Read More

Feed: Planet MySQL; Author: MySQL Performance Blog; If you’re using MySQL’s Performance Schema you may use “query digests” as IDs to identify specific query patterns in the events_statements_summary_by_digest Performance Schema Table.You might assume these hashes are stable between different versions, so, for example, when upgrading from MySQL 5.7 to MySQL 8, you can compare the query response time and other execution details for the same hashes as part of your upgrade process and have confidence that queries run the same (or better) after the upgrade.   Unfortunately, you can’t.For some reason, the hashing algorithm is different between MySQL 5.6,  MySQL ... Read More