Scalegrid

OCTOBER 7, 2019

PostgreSQL popularity is skyrocketing in the enterprise space. As this open source database continues to pull new users from expensive commercial database management systems like Oracle, DB2 and SQL Server, organizations are adopting new approaches and evolving their own to maintain the exceptional performance of their SQL deployments. We recently attended the PostgresConf event in San Jose to hear from the most active PostgreSQL user base on their database management strategies.

Strategy 182

Strategy Cloud Java Open Source 182

Tasktop

OCTOBER 2, 2019

As the digital demands of the business continue to escalate, software delivery teams are under extraordinary pressure to deliver more work faster. Speed, however, counts for little if these teams are not delivering a high-quality product of value; rapid turnaround for a customer request is futile if the feature doesn’t work properly or meet their needs.

Testing 49

Testing Games Speed C++ 49

SQL Shack

OCTOBER 2, 2019

Summary There is a multitude of database metrics that we can collect and use to help us understand database and server resource consumption, as well as overall usage. This data can include hardware statistics, such as measures of CPU or memory consumed over time. We can also examine database metadata, including row counts, waits, and […].

Metrics 66

Metrics Database Hardware Servers 66

DZone

OCTOBER 29, 2019

DevOps and Site Reliability Engineering (SRE) both seem to rule the world of software development, and at the same time, both appear to overlap or confuse people to some extent. Today, we will try to analyze both terms and see if we can see some differentiating factors between the two. DevOps Engineer. The term "DevOps Engineer" strives to dim this divide between Dev and Ops conjointly and suggests that the best approach is to hire engineers who can be excellent coders as well as handl

DevOps 333

DevOps Engineering Software Software 333

The Netflix TechBlog

OCTOBER 23, 2019

Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more. Polynote provides data scientists and machine learning researchers with a notebook environment that allows them the freedom to seamlessly integrate our JVM-based ML platform ?

Open Source 234

Open Source Code Website Availability 234

Dynatrace

OCTOBER 1, 2019

Dynatrace news. My favorite slide, that I used in nearly every one of my presentations, is a simple statement; “You have one of the hardest jobs in the world.”. I see people nod their head, smile and sometimes pull out a phone and take a photo. Never before has software been so critical to the success of a business. As every company, and government department is pushed to digitally transform, accelerate workloads to the cloud, release better software faster, and then ensure it works perfectly ac

Cloud 217

Cloud Artificial Intelligence Serverless Government 217

Scalegrid

OCTOBER 17, 2019

A long time ago, in a galaxy far far away, ‘threads’ were a programming novelty rarely used and seldom trusted. In that environment, the first PostgreSQL developers decided forking a process for each connection to the database is the safest choice. It would be a shame if your database crashed, after all. Since then, a lot of water has flown under that bridge, but the PostgreSQL community has stuck by their original decision.

Architecture 200

Architecture Database Latency Servers 200

All Things Distributed

OCTOBER 16, 2019

There are places so remote, so harsh that humans can't safely explore them (for example, hundreds of miles below the earth, areas that experience extreme temperatures, or on other planets). These places might have important data that could help us better understand earth and its history, as well as life on other planets. But they usually have little to no internet connection, making the challenge of exploring environments inhospitable for humans seem even more impossible.

IoT 122

IoT Healthcare Internet Internet 122

DZone

OCTOBER 3, 2019

Some valuable browser testing tools. When talking about website or web app development, one thing that developers are most concerned about is cross-browser compatibility. As you know, there are multiple things involved in creating a website, such as planning, designing, testing, etc. For developers, executing each of these tasks is crucial at every stage of web app development to ensure that users don’t face any error while browsing the website.

Testing Tools 182

Testing Tools Development Testing Website 182

The Netflix TechBlog

OCTOBER 16, 2019

By Ammar Khaku Introduction In a microservice architecture such as Netflix’s, propagating datasets from a single source to multiple downstream destinations can be challenging. These datasets can represent anything from service configuration to the results of a batch job, are often needed in-memory to optimize access and must be updated as they change over time.

Cache 190

Cache Architecture Metrics Java 190

Dynatrace

OCTOBER 30, 2019

Dynatrace news. As you know, applications are becoming exponentially more complex and dynamic thanks to cloud, containers and microservices. This has some serious implications for those responsible for ensuring application performance and availability: Humans can no longer comprehend the entire application from end to end, so you need AI-powered answers.

Monitoring 183

Monitoring Analytics Cloud Technology 183

Scalegrid

OCTOBER 31, 2019

Wondering which high availability framework to use for your PostgreSQL deployments ? We compared the top 3 frameworks, PostgreSQL Automatic Failover (PAF) vs. Replication Manager (repmgr) vs. Patroni , in our Managing High Availability in PostgreSQL series. In these blogs, we dove deep into how the frameworks work, their setup requirements, pros and cons, and how they performed in standby server tests, primary server tests and network isolation tests (split brain scenario) to help you determine

Availability 187

Availability Azure AWS DevOps 187

Uber Engineering

OCTOBER 16, 2019

Michelangelo , Uber’s machine learning (ML) platform, supports the training and serving of thousands of models in production across the company. Designed to cover the end-to-end ML workflow, the system currently supports classical machine learning, time series forecasting, and deep … The post Evolving Michelangelo Model Representation for Flexibility at Scale appeared first on Uber Engineering Blog.

Engineering 111

Engineering Design Systems Architecture 111

SQL Performance

OCTOBER 9, 2019

My good friend Aaron Bertrand inspired me to write this article. He reminded me of how sometimes we take things for granted when they seem obvious to us and don't always bother checking the full story behind them. The relevance to T-SQL is that sometimes we assume that we know everything there is to know about certain T-SQL features, and don't always bother checking the documentation to see if there's more to them.

C++ 111

C++ Database Servers Code 111

DZone

OCTOBER 1, 2019

Solve performance hotspots like solving a puzzle. You may also like: Optimizing Database Performance and Efficiency. Introduction. Igneous is an unstructured data management company. We move bytes back and forth — that’s what we do. From a low-level programming perspective, we want to touch each byte as few times as possible in order to make things go fast.

Performance 180

Performance Programming Efficiency Database 180

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. Contextual and Multi-armed Bandits enable faster and adaptive alternatives to traditional A/B Testing. They enable rapid learning and better decision-making for product rollouts. Broadly speaking, these approaches can be seen as a stepping stone to full-on Reinforcement Learning (RL) with closed-loop, on-policy evaluation and model objec

Infrastructure 129

Infrastructure Metrics Architecture Efficiency 129

Dynatrace

OCTOBER 28, 2019

Dynatrace news. In this post, I wanted to share how I use Google Analytics together with Dynatrace to give me a more complete picture of my customers, and their experience across our digital channels. Whilst these tools have overlapping capabilities, I believe they are best used in parallel. Google Analytics. Almost all marketers will be familiar with Google Analytics.

Google 158

Google Analytics Traffic Operating System 158

Scalegrid

OCTOBER 24, 2019

AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments. As organizations continue to migrate to the cloud, it’s important to get in front of performance issues, such as high latency, low throughput, and replication lag with higher distances between your users and cloud infrastructure. While many AWS users default to their managed database solution, Amazon RDS, there are alternatives available that can improve your MySQL performance on AWS through

AWS 183

AWS Latency Performance Performance Testing 183

The Morning Paper

OCTOBER 6, 2019

150 successful machine learning models: 6 lessons learned at Booking.com Bernadi et al., KDD’19. Here’s a paper that will reward careful study for many organisations. We’ve previously looked at the deep penetration of machine learning models in the product stacks of leading companies , and also some of the pre-requisites for being successful with it.

Latency 102

Latency Metrics Cache Design 102

Simform

OCTOBER 27, 2019

If Node.js has ever been on your mind –– or you’ve recently started learning it –– you might be asking yourself: where can I use Node.js? If the stats are to be believed, among three in four software engineers incorporate node either in the full stack or in the backend. With the thumping majority of apps using the popular JS run-time environment, it’s a great opportunity to understand all existing Node.js use case and implement it in your organization.

Software Engineering 100

Software Engineering Engineering Software Software 100

DZone

OCTOBER 4, 2019

Automation testing in progress. I can relate to the feeling where you wish to achieve flawless automation testing in the blink of an eye! On the other hand, I also understand the apprehension that is causing you to delay test automation. When an enterprise has just begun the transformation, there are a plethora of challenges to overcome. Even if you apply the best practices, some shortcomings can result in wastage of automation efforts.

Testing 177

Testing Best Practices Testing Tools Performance Testing 177

The Netflix TechBlog

OCTOBER 23, 2019

Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more. Polynote provides data scientists and machine learning researchers with a notebook environment that allows them the freedom to seamlessly integrate our JVM-based ML platform ?

Open Source 108

Open Source Code Website Availability 108

Dynatrace

OCTOBER 2, 2019

Dynatrace news. With the release of Dynatrace 1.178, we’ve added a new type of content validation capability for synthetic browser and clickpath monitors. The contains visible text option mimics the Find (Ctrl+F/Cmd+F) functionality of a web browser. Contains visible text is the new default option for content validation. The old default option contains text was renamed to contains text on DOM or any resource.

Monitoring 136

Monitoring Storage Code Performance 136

Scalegrid

OCTOBER 2, 2019

PALO ALTO, Calif., October 2, 2019 – ScaleGrid, a rapidly growing leader in the Database-as-a-Service (DBaaS) space, has just launched their new fully managed Hosting on Azure for Redis™ service. This management solution for Redis™ allows startups up to enterprise-level organizations automate their Redis™ operations on Microsoft Azure dedicated cloud servers, alongside their other open source database deployments, including MongoDB , MySQL and PostgreSQL.

Azure 100

Azure Availability Open Source Virtualization 100

The Polyglot Developer

OCTOBER 21, 2019

You might already be aware of this, but I’ve accomplished a life achievement of writing and self-publishing two technical eBooks. I published Web Services for the JavaScript Developer , followed by Web Services for the Go Developer , which contain the same concepts using two different programming technologies. If you’ve ever thought about writing an eBook, you’ve probably opened tools like Apple Pages or Microsoft Word and said to yourself, formatting this is going to be a nigh

Programming 93

Programming Technology Technology Code 93

ACM Sigarch

OCTOBER 25, 2019

When it comes to hardware support to mitigate software security issues, there is a significant gap between what is available in products today and known solutions. This article examines the history of architectural support, summarizes research philosophies, and delves into possible reasons for relatively little support for software security in current systems.

Hardware 98

Hardware Virtualization Architecture Games 98

DZone

OCTOBER 21, 2019

Make your apps the best they can be! As of 2019, the number of apps on the Google Play store exceeds 2 million and that on the Apple store stands at 1.83 million. Now, if that is the competition, enterprises looking to cast their mobile apps, ought to do things differently.

Mobile 168

Mobile Performance Google 168

The Netflix TechBlog

OCTOBER 23, 2019

Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more. Polynote provides data scientists and machine learning researchers with a notebook environment that allows them the freedom to seamlessly integrate our JVM-based ML platform ?

Open Source 100

Open Source Code Website Availability 100

Dynatrace

OCTOBER 28, 2019

Dynatrace news. Imagine that your critical services have been running for weeks without incident when suddenly your Tomcat cluster is stuck and your service completely fails. This situation represents an Ops team’s worst nightmare. In such a situation, the Ops team must react quickly to find the root cause of the service outage and figure out how best to remediate the problem.

Traffic 122

Traffic Infrastructure Engineering 122

Tim Kadlec

OCTOBER 21, 2019

The other day I was listening to the latest Shop Talk Show podcast while out for my morning run. They had Jen Simmons on the show, talking about (among other things) the standards process. It’s a great conversation, as you would expect—Jen’s super smart and has been doing great, meaningful work for a long time. Among the things that she discussed is the care that has to go into new browser features because once shipped, it’s there for good.

Energy 91

Energy Website Performance Processing 91

Uber Engineering

OCTOBER 16, 2019

Michelangelo , Uber’s machine learning (ML) platform, supports the training and serving of thousands of models in production across the company. Designed to cover the end-to-end ML workflow, the system currently supports classical machine learning, time series forecasting, and deep … The post Evolving Michelangelo Model Representation for Flexibility at Scale appeared first on Uber Engineering Blog.

Engineering 90

Engineering Design Systems Architecture 90

KeyCDN

OCTOBER 31, 2019

Google Chrome is currently one of the most popular web browsers used by developers today. According to StatCounter , as of September 2019, Google Chrome holds 63.72% browser market share across the globe. The Chrome DevTools can greatly improve your workflow by helping you develop, test, and debug your websites right within your browser. Many of you probably use Chrome DevTools on a regular basis, but check out these additional tips and tricks to enhance your productivity.

Google 85

Google Website Network Media 85

DZone

OCTOBER 11, 2019

Wine testing.browser testing.what's the difference? In the earlier days of web development, executing cross-browser testing used to be very easy. There used to be only a few limited browsers, each browser had limited versions in usage, and most importantly, there were not so many different mobile screen sizes to worry about. But time has turned upside-down, now there are multiple devices to check on, there are many different browsers available on the market that are used by a considerable number

Best Practices 167

Best Practices Testing Internet Internet 167

The Netflix TechBlog

OCTOBER 18, 2019

Faisal Siddiqi Infrastructure for Contextual Bandits and Reinforcement Learning?—? theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. Contextual and Multi-armed Bandits enable faster and adaptive alternatives to traditional A/B Testing. They enable rapid learning and better decision-making for product rollouts. Broadly speaking, these approaches can be seen as a stepping stone to full-on Reinforcement Learning (RL) with closed-loop, on-policy evaluation and model objec

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Dynatrace

OCTOBER 24, 2019

Dynatrace news. For more than six years now, the Dynatrace Davis AI causation engine has automatically detected incidents within web-scale service infrastructure environments. In business-critical situations, the amount of information that’s processed by Davis goes way beyond what a human operator could ever hope to process manually. Davis supports situations where millions of individual transactions must be analyzed in order to detect the correct root cause of a complex incident and where

Code 120

Code DevOps Infrastructure Processing 120

The Morning Paper

OCTOBER 14, 2019

Invisible mask: practical attacks on face recognition with infrared Zhou et al., arXiv’18. You might have seen selected write-ups from The Morning Paper appearing in ACM Queue. The editorial board there are also kind enough to send me paper recommendations when they come across something that sparks their interest. So this week things are going to get a little bit circular as we’ll be looking at three papers originally highlighted to me by the ACM Queue board!

Tuning 85

Tuning Systems Google Testing 85

Rigor

OCTOBER 21, 2019

Reading time 4 min People all over the world consume data on a daily basis across a variety of networks, geographies, and devices. You’ve probably lost track of how many applications are on your phone or tablet – applications for shopping, ordering food, checking the weather, reading the news, tracking the stock market, and sharing images, videos, and other content with friends and family (and maybe a few strangers).

Programming 82

Programming Monitoring Database Website 82