All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

Scalability 162

Scalability Database Ecommerce Latency 162

The Netflix TechBlog

MARCH 5, 2019

In the People space, our data teams contribute to consolidated systems of record on employees, contractors, partners and talent data to help central teams manage headcount planning, reduce acquisition cost, improve hiring practices, and other people analytics related use-cases. Can we measure the impact of Inclusion and Diversity initiatives?

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

Dynatrace

SEPTEMBER 5, 2024

Native support for Syslog messages Syslog messages are generated by default in Linux and Unix operating systems, security devices, network devices, and applications such as web servers and databases. Dynatrace supports scalable data ingestion, ensuring your observability infrastructure grows with your cloud environment.

Innovation 290

Innovation AWS Analytics Storage 290

Dynatrace

OCTOBER 3, 2024

But moreover, business is the top priority; it never made sense to me to just monitor servers. Dynatrace traces end-user interactions deep into the full stack of server-side activity to understand dependencies, allowing the platform to quantify the impact, qualify the situation, and prioritize actions.

Availability 278

Availability DevOps Analytics Cloud 278

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Scalable and easy Prometheus support for Kubernetes. By directly and automatically feeding Prometheus data from metric exporters, Dynatrace solves the scalability problem. Dynatrace now provides a direct solution for this challenge.

Open Source 264

Open Source Metrics Analytics Tuning 264

High Scalability

JANUARY 11, 2022

When the server receives a request for an action (post, like etc.) We have chosen this NoSQL based solution over relational databases as it provides the scalability to have hierarchies which go beyond two levels and extensibility due to the schema-less behavior of NoSQL data storage. High Level Design. Architecture.

Design 334

Design Media Storage Logistics 334

Dynatrace

SEPTEMBER 29, 2021

A standard Docker container can run anywhere, on a personal computer (for example, PC, Mac, Linux), in the cloud, on local servers, and even on edge devices. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. What is Docker? Kubernetes vs Docker Swarm.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

AUGUST 8, 2024

Possible scenarios A Distributed Denial of Service (DDoS) attack overwhelms servers with traffic, making a website or service unavailable. To manage high demand, companies should invest in scalable infrastructure , load-balancing, and load-scaling technologies.

Software 290

Software Software Infrastructure Network 290

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. The difference is the owner of the Lambda function does not have to worry about provisioning and managing servers. What is a Lambda serverless function?

Lambda 246

Lambda AWS Serverless Latency 246

High Scalability

FEBRUARY 17, 2021

This is guest post by Sachin Sinha who is passionate about data, analytics and machine learning at scale. Redis Server: 5.07, x86/64. MongoDB server: 4.4.2, BangDB server: 2.0.0, Author & founder of BangDB. However, user can run the bench for as many numbers as they practically find suitable. About YCSB. Beta, x86_64.

Benchmarking 308

Benchmarking Latency C++ Database 308

Dynatrace

DECEMBER 15, 2022

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. Typically, these are streamed to a central syslog server. Log ingestion strategy no. 1: Welcome syslog, with the help of Fluentd.

Strategy 245

Strategy AWS Open Source Transportation 245

Dynatrace

MARCH 6, 2024

IBM i, formerly known as iSeries, is an operating system developed by IBM for its line of IBM i Power Systems servers. It is based on the IBM AS/400 system and is known for its reliability, scalability, and security features. What is IBM i?

Monitoring 264

Monitoring Infrastructure Metrics Operating System 264

Dynatrace

OCTOBER 23, 2023

Determining the root cause of these issues can be difficult when the underlying “hardware” is a virtualization software stack rather than a bare-metal server. This presents a challenge for IT operations teams, specifically in identifying and addressing performance issues or planning how to prevent future issues.

Efficiency 264

Efficiency Virtualization Hardware Performance 264

Dynatrace

JUNE 21, 2024

The time from browser request to the first byte of information from the server. This includes monitoring components such as web servers, databases, application performance interfaces (APIs), content delivery networks, and third-party integrations. The time taken to complete the page load. Time to first byte. Time to render.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

The Netflix TechBlog

SEPTEMBER 18, 2024

Central to this infrastructure is our use of multiple online distributed databases such as Apache Cassandra , a NoSQL database known for its high availability and scalability. While many databases offer server-side compression, handling compression on the client side reduces expensive server CPU usage, network bandwidth, and disk I/O.

Latency 260

Latency Storage Cache Servers 260

All Things Distributed

AUGUST 18, 2011

Werner Vogels weblog on building scalable and robust distributed systems. 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.

Big Data 94

Big Data Analytics AWS Cloud 94

Scalegrid

OCTOBER 18, 2024

Facilitating remote access to other computers or servers with easier navigation. A dashboard for monitoring activities such as database locks, connected sessions, and prepared transactions for multiple servers. Data visualization and analytics tools with a direct integration with Tableau are possible.

Open Source 147

Open Source Database Cloud Operating System 147

Dynatrace

JUNE 9, 2021

A web application is any application that runs on a web server and is accessed by a user through a web browser. Dynamic Application Security Tests (DAST) analyze running code, including the underlying application frameworks and servers. What is web application security? Let’s dive into what each of these are and how they work.

Open Source 261

Open Source Entertainment Tuning Internet 261

Dynatrace

SEPTEMBER 10, 2020

Yesterday’s nice-to-have is today’s must-have It was never ideal to rely exclusively on business intelligence or web analytics tools to discover poor business outcomes caused by friction in the purchase funnel. You’ll benefit through ad hoc analytics to drive real-time collaboration. business analytics journey,?contact?your

Retail 182

Retail Analytics Metrics Mobile 182

All Things Distributed

AUGUST 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. No Server Required - Jekyll & Amazon S3. If you have a largely static site you can rely on the enormous power of S3 to make serving your content highly scalable and storing it extremely durable. No Server Required. All Things Distributed.

Servers 111

Servers Social Media AWS Website 111

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Predictive analytics, powered by AI, enhance business processes and optimize resource allocation according to workload demands.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Scalegrid

FEBRUARY 11, 2025

This article will help you understand the core differences in data structure, scalability, and use cases. MongoDB is a NoSQL database designed for unstructured data, offering flexibility and scalability with a schemaless architecture, making it suitable for applications needing rapid data handling.

Scalability 147

Scalability Database Storage IoT 147

Dynatrace

MARCH 24, 2023

This clinic will walk you through Dynatrace’s log monitoring and analytics capabilities, with a specific focus on Kubernetes and cloud-native architectures. But managing the deployment, modification, networking, and scaling of multiple containers can quickly outstrip the capabilities of development and operations teams.

Infrastructure 246

Infrastructure Open Source Operating System Cloud 246

Dynatrace

NOVEMBER 5, 2019

Dependency agent Installation – Maps connections between servers and processes. Digital Experience Monitoring (DEM) – A fully integrated DEM enables monitoring of the end-user experience for your applications while also providing data for business-level analytics. Organic scalability of the monitoring platform with the applications.

Azure 198

Azure Artificial Intelligence Metrics Innovation 198

Dynatrace

APRIL 1, 2021

Without the overhead of establishing and maintaining on-premises servers, these systems save resources. The benefit is scalability. He outlined another scenario involving BigQuery, a GCP analytics service. Cloud computing environments like AWS, Azure, and GCP offer a wide array of computing capabilities and capacity.

Azure 252

Azure AWS DevOps Cloud 252

VoltDB

NOVEMBER 20, 2024

Edge computing involves processing data locally, near the source of data generation, rather than relying on centralized cloud servers. The Need for Real-Time Analytics and Automation With increasing complexity in manufacturing operations, real-time decision-making is essential.

IoT 52

IoT Energy Latency Automotive 52

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. We do not use it for metrics, histograms, timers, or any such near-real time analytics use case.

Latency 239

Latency Storage Traffic Tuning 239

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. These storage nodes collaborate to manage and disseminate the data across numerous servers spanning multiple data centers.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

JULY 11, 2023

IBM Power servers enable customers to respond faster to business demands, protect data from core to cloud, and streamline insights and automation. Having all data in context tremendously simplifies analytics and problem detection. Dynatrace webhook server validates Dynakube definitions for correctness.

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. When a server experiences an outage, the system promptly triggers an alert and initiates actions like restarting a server or redirecting traffic to a redundant server.

DevOps 246

DevOps Traffic Efficiency Servers 246

The Morning Paper

SEPTEMBER 10, 2019

Procella: unifying serving and analytical data at YouTube Chattopadhyay et al., When each of those use cases is powered by a dedicated back-end, investments in better performance, improved scalability and efficiency etc. Procella achieves high scalability and efficiency by segregating storage (in Colossus) from compute (on Borg).

Analytics 75

Analytics Latency Cache Google 75

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability.

Operating System 246

Operating System Energy Infrastructure Architecture 246

Dynatrace

NOVEMBER 3, 2021

Monitoring and observability represent a continuum from basic telemetry of single servers to deep insights about complete applications and dependencies. DevOps practitioners struggle to maintain highly available and scalable applications. Many organizations start with monitoring and realize these tools lack contextual insights.

Monitoring 264

Monitoring Metrics DevOps Scalability 264

Scalegrid

AUGUST 27, 2024

Scalability : Message queues can handle multiple requests and messages simultaneously, making it easier to scale an application to meet increasing demands. This scalability is essential for applications that experience fluctuating workloads. This reliability is crucial for maintaining data integrity and consistency across the system.

IoT 130

IoT Ecommerce Games Scalability 130

High Scalability

APRIL 16, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

APRIL 10, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Analytics 26

Analytics Java Metrics Software Engineering 26

Scalegrid

JANUARY 21, 2025

Keeping a tab on memory usage provides additional insight into the health of operations running through Redis servers. This Command Line Interface (CLI) can be used for basic activity metrics and offers powerful real-time data analysis tools, giving you more control over the performance of your servers.

Strategy 130

Strategy Monitoring Latency DevOps 130