Dynatrace

JULY 24, 2023

Teams use this data to identify, analyze, and fix coding errors, UX/UI design, microservices, and other technical issues to improve usability and provide a better digital customer experience. A simple example is the common action of filling out an online form. Examples include the following. Medical data.

Analytics 192

Analytics Website Mobile Internet 192

Dynatrace

JUNE 14, 2023

And specifically, how Dynatrace can help partners deliver multicloud performance and boundless analytics for their customers’ digital transformation and success. Silos are converging within different roles, for example, and different audiences need different views of data for monitoring and securing cloud-native environments.

Programming 180

Programming Analytics Innovation Best Practices 180

The Netflix TechBlog

JANUARY 25, 2023

For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. In Pic 1 below, we have an example of an application which is used by editors to review their work. All data should be also available for offline analytics in Hive/Iceberg.

Scalability 283

Scalability Latency Media Architecture 283

The Netflix TechBlog

MAY 28, 2021

Part of our series on who works in Analytics at Netflix?—?and Upon graduation, they received an offer from Netflix to become an analytics engineer, and pursue their lifelong dream of orchestrating the beautiful synergy of analytics and entertainment. That person grew up dreaming of working in the entertainment industry.

Healthcare 200

Healthcare Entertainment Analytics Programming 200

The Netflix TechBlog

OCTOBER 28, 2021

During earlier years of my career, I primarily worked as a backend software engineer, designing and building the backend systems that enable big data analytics. It is critical for fast-paced product innovation at Netflix since CL provides foundational data for personalization, A/B experimentation, and performance analytics.

Data Engineering 173

Data Engineering Engineering Big Data Software Engineering 173

High Scalability

FEBRUARY 17, 2021

This is guest post by Sachin Sinha who is passionate about data, analytics and machine learning at scale. An application example is a session store recording recent actions. Application example: photo tagging; add a tag is an update, but most operations are to read tags. Author & founder of BangDB. Workload C: Read only.

Benchmarking 308

Benchmarking Latency C++ Database 308

Dynatrace

SEPTEMBER 30, 2021

The list of AWS certifications below shows there are two main AWS certification types: Core and Specialty, six classified as Core AWS Certifications, and five designated as Specialty AWS Certifications. Data analytics. As of June 2021, Amazon currently offers 11 certifications. Core AWS certifications. Machine learning.

AWS 209

AWS Best Practices Analytics Cloud 209

Dynatrace

JANUARY 31, 2024

For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. Using the example of a chatbot, once the user submits a natural language prompt, RAG summarizes that prompt using semantic data. Consequently, AI model drift and hallucinations emerge as primary concerns.

Cache 204

Cache Azure Infrastructure Monitoring 204

Dynatrace

MARCH 22, 2023

Insecure design This broad category refers to fundamental design flaws in the application caused by a failure to implement necessary security controls during the design stage. Use a safe development life cycle with secure design patterns and components. Apply threat modeling and plausibility checks.

Open Source 198

Open Source Artificial Intelligence Internet Internet 198

Dynatrace

APRIL 26, 2022

STM generates traffic that replicates the typical path or behavior of a user on a network to measure performance for example, response times, availability, packet loss, latency, jitter, and other variables). How automatic and intelligent AIOps makes DEM and business observability possible.

Monitoring 203

Monitoring Social Media IoT Metrics 203

Dynatrace

OCTOBER 17, 2023

Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. For example, this includes the following: Click to query. You can set up automatically running queries, for example, if required. Transparency. Start step-by-step with DQL.

Retail 237

Retail Storage Best Practices Architecture 237

The Netflix TechBlog

MARCH 10, 2023

Production Use Cases Real-Time APIs (backed by the Cassandra database) for asset metadata access don’t fit analytics use cases by data science or machine learning teams. This feature support required a significant update in the data table design (which includes new tables and updating existing table columns).

Media 237

Media Traffic Processing Design 237

Dynatrace

DECEMBER 20, 2021

For example, the <body> element of your page exists on one branch of this tree structure, with any <img> assets branching off. Consider the example of “rage clicks,” which are rapid clicks (or taps) on the same spot when a feature is unresponsive. Improved analytic context. In others, patterns emerge.

Mobile 247

Mobile Website Analytics Cache 247

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. This is where unified observability and Dynatrace Automations can help by leveraging causal AI and analytics to drive intelligent automation across your multicloud ecosystem.

AWS 247

AWS Efficiency Azure Cloud 247

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. A few examples: Reduce roundtrips between services (for example, the N+1 query pattern).

Cloud 209

Cloud Energy Best Practices Cache 209

Dynatrace

NOVEMBER 22, 2021

EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. AWS Lambda makes it easy to design, run, and maintain application systems without having to provision or manage infrastructure. Here are a few of the most popular. Amazon EC2. Amazon Fargate.

Best Practices 211

Best Practices AWS Monitoring Serverless 211

Dynatrace

AUGUST 25, 2023

For example, older systems may require additional support personnel or contractors to operate and maintain. Dynatrace provides analytics and automation for unified observability and security. Step 2: Design and activate your cloud migration strategy It takes smart planning to migrate applications to the cloud with minimal disruption.

Government 203

Government Infrastructure Programming Cloud 203

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., We designed the FL system to elastically scale with the number and sizes of the FL populations, potentially up into the billions. SysML 2019. This is a high level paper describing Google’s production system for federated learning.

Systems 71

Systems Design Google Servers 71

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. Given our role on this critical path, accuracy is paramount.

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

JANUARY 31, 2024

By putting data in context, OpenPipeline enables the Dynatrace platform to deliver AI-driven insights, analytics, and automation for customers across observability, security, software lifecycle, and business domains. This “data in context” feeds Davis® AI, the Dynatrace hypermodal AI , and enables schema-less and index-free analytics.

Analytics 194

Analytics Processing Transportation Storage 194

Dynatrace

NOVEMBER 2, 2022

This methodology combines software design, development, automation, operations, and analytics to boost customer experience, increase application security, and reduce downtime that affects business outcomes. Software development success no longer means just meeting project deadlines.

Software 195

Software Software Artificial Intelligence DevOps 195

Dynatrace

APRIL 6, 2022

This newly generated URL can then be executed in tools such as Postman and others as well as executed within cloud automation scripting tools such as Cloud Formation and Terraform for example. Simplify error analytics. Lambda Function URLs benefits. Increased efficiency for Lambda function configurations. Optimize timing hotspots.

Lambda 166

Lambda AWS Serverless Infrastructure 166

All Things Distributed

AUGUST 18, 2011

Driving down the cost of Big-Data analytics. The Amazon Elastic MapReduce (EMR) team announced today the ability to seamlessly use Amazon EC2 Spot Instances with their service, significantly driving down the cost of data analytics in the cloud. Hadoop is quickly becoming the preferred tool for this type of large scale data analytics.

Big Data 111

Big Data Analytics AWS Cloud 111

Dynatrace

OCTOBER 4, 2022

For example, users generate user data, ecommerce sites generate business data, and service portals generate service desk tickets and call volume data. IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. The next frontier: Data and analytics-centric software intelligence.

Analytics 191

Analytics Software Software Storage 191

Dynatrace

MAY 2, 2024

2] — Nader Henein, VP Analyst, Gartner The Privacy Rights app is designed to streamline this process in Dynatrace. Efficiently locate and export your end users’ personal data Let’s walk through a fictitious example to explore privacy rights handling in Dynatrace.

Tuning 225

Tuning Scalability Efficiency Processing 225

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. For example, StatsD doesn’t support dimensions and tagging. Dynatrace not only monitors everything from hosts to clouds, it’s designed around the pillars of observability: traces, metrics, events, and logs. Stay tuned.

Open Source 255

Open Source Metrics Analytics Tuning 255

Dynatrace

OCTOBER 30, 2023

By following key log analytics and log management best practices, teams can get more business value from their data. Challenges driving the need for log analytics and log management best practices As organizations undergo digital transformation and adopt more cloud computing techniques, data volume is proliferating.

Best Practices 243

Best Practices Analytics Artificial Intelligence Infrastructure 243

Dynatrace

NOVEMBER 8, 2021

” APM vendors originally designed their solutions to quickly identify application performance issues in monolithic on-premises apps. A truly modern APM solution provides business analytics, such as conversions, release success, and user outcomes across web, mobile, and IoT channels, linking application performance to business KPIs.

Artificial Intelligence 232

Artificial Intelligence Monitoring Infrastructure Cloud 232

Dynatrace

FEBRUARY 2, 2022

For example, the IT team of a bank wants to ensure that for a trailing 30-day period there is 99.9% For example, constant SLO violations of service availability for the check deposit application would create customer dissatisfaction leading to potential revenue impact. Let’s take service availability for example.

DevOps 196

DevOps Metrics Best Practices Latency 196

Dynatrace

APRIL 6, 2022

This newly generated URL can then be executed in tools such as Postman and others as well as executed within cloud automation scripting tools such as Cloud Formation and Terraform for example. Simplify error analytics. Lambda Function URLs benefits. Increased efficiency for Lambda function configurations. Optimize timing hotspots.

Lambda 130

Lambda AWS Serverless Infrastructure 130

Dynatrace

DECEMBER 2, 2021

For example, an SLA between a web host provider and customer can guarantee 99.95% uptime for all web services of a company over a year. For example, if the SLA for a website is 99.95% uptime, its corresponding SLO could be 99.95% availability of the login services. For example, if your SLO guarantees 99.5% What are SLOs?

Metrics 191

Metrics Best Practices DevOps Infrastructure 191

Smashing Magazine

DECEMBER 17, 2020

Search engine optimization (SEO) is an essential part of a website’s design, and one all too often overlooked. Implementing SEO best practice doesn’t just give you the best chance possible of ranking well in search engines; it makes your websites better by scrutinizing quality, design, accessibility, and speed, among other things.

Engineering 131

Engineering Google Website Analytics 131

Dynatrace

JANUARY 23, 2024

For example, high-quality data and predictive AI enable causal AI to provide precise, continuous, and actionable insights in real time. And the ability to easily create custom apps enables teams to do any analytics at any time for any use case. Join us for Dynatrace Perform 2024.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

Smashing Magazine

SEPTEMBER 20, 2021

For example, someone might web scrape all the product pages of a competitor’s retail site to harvest information about products being offered and current pricing to try to gain a competitive edge. A better approach is to use the data you are already collecting with your web analytics or R eal U ser M easurement ( RUM ) services.

Website 89

Website Analytics Google Cache 89

Dynatrace

APRIL 19, 2023

Creating an ecosystem that facilitates data security and data privacy by design can be difficult, but it’s critical to securing information. When organizations focus on data privacy by design, they build security considerations into cloud systems upfront rather than as a bolt-on consideration.

Design 192

Design Storage Programming Analytics 192

Official Blog - World Web Technology

JULY 7, 2023

Businesses may evaluate product performance, spot slow-moving merchandise, and make data-driven decisions to optimize inventory using comprehensive reporting and analytics. Businesses can, for instance, provide customers personalized recommendations based on their past purchases or design focused email campaigns.

Ecommerce 52

Ecommerce Software Software Analytics 52

ScaleOut Software

APRIL 6, 2021

With the ScaleOut Digital Twin Streaming Service , an Azure-hosted cloud service, ScaleOut Software introduced breakthrough capabilities for streaming analytics using the real-time digital twin concept. Scaleout StreamServer® DT was created to meet this need.

IoT 52

IoT Azure Analytics Healthcare 52