DZone

MARCH 8, 2024

In today's fast-paced digital landscape, organizations are increasingly embracing multi-cloud environments and cloud-native architectures to drive innovation and deliver seamless customer experiences.

Analytics 331

Analytics Innovation DevOps Architecture 331

The Netflix TechBlog

MARCH 10, 2023

And finally, we have an Apache Iceberg layer which stores assets in a denormalized fashion to help answer heavy queries for analytics use cases. These applications are built on a microservices architecture, and the Asset Management Platform provides asset management to those dozens of services for various asset types.

Strategy 262

Strategy Cache Storage Analytics 262

Dynatrace

OCTOBER 4, 2022

IT pros want a data and analytics solution that doesn’t require tradeoffs between speed, scale, and cost. With a data and analytics approach that focuses on performance without sacrificing cost, IT pros can gain access to answers that indicate precisely which service just went down and the root cause. Identify the business outcomes.

Analytics 202

Analytics Software Software Storage 202

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. Consumers expect personalized, proactive, and convenient service, which traditional application architectures often struggle to provide. Improved customer experience. Competitive advantage.

Strategy 185

Strategy Retail DevOps Traffic 185

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). Log ingestion strategy no. Log ingestion strategy No. Log ingestion strategy No.

Strategy 190

Strategy AWS Open Source Transportation 190

Scalegrid

DECEMBER 21, 2023

With its widespread use in modern application architectures, understanding the ins and outs of Redis® monitoring is essential for any tech professional. Selecting the right tool plays an important role in managing your strategy correctly while ensuring optimal performance across all clusters or singularly monitored redistributions.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

NOVEMBER 25, 2024

Incorporating AI and automation into your observability strategy is essential for a successful migration journey and optimized operations across your full IT environment. We are excited to announce new integrations with AWS services, designed to enhance AI-driven automation and analytics capabilities for our joint customers.

AWS 207

AWS Cloud Innovation Infrastructure 207

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

DECEMBER 2, 2024

DevOps and security teams managing today’s multicloud architectures and cloud-native applications are facing an avalanche of data. Clearly, continuing to depend on siloed systems, disjointed monitoring tools, and manual analytics is no longer sustainable.

Artificial Intelligence 147

Artificial Intelligence DevOps Architecture Cloud 147

Dynatrace

OCTOBER 17, 2023

As part of this initiative, including migration-ready assessments, and to avoid potentially catastrophic security issues, companies must be able to confidently answer: What is our secure digital transformation strategy in the cloud? For decades, it had employed an on-premises infrastructure running internal and external facing services.

Energy 203

Energy Artificial Intelligence AWS Lambda 203

Dynatrace

JUNE 26, 2023

In what follows, we define software automation as well as software analytics and outline their importance. What is software analytics? This involves big data analytics and applying advanced AI and machine learning techniques, such as causal AI. We also discuss the role of AI for IT operations (AIOps) and more.

Software 198

Software Software Analytics Big Data 198

Dynatrace

FEBRUARY 10, 2023

Further, automation has become a core strategy as organizations migrate to and operate in the cloud. More than 70% of respondents to a recent McKinsey survey now consider IT automation to be a strategic component of their digital transformation strategies. These are just some of the topics being showcased at Perform 2023 in Las Vegas.

Efficiency 286

Efficiency Performance Analytics DevOps 286

Dynatrace

JULY 29, 2024

Our guide covers AI for effective DevSecOps, converging observability and security, and cybersecurity analytics for threat detection and response. But this strategy is too slow and inaccurate to manage the accelerating pace of digital transformation and the vast volumes of data generated every day.

Analytics 186

Analytics Government DevOps Efficiency 186

Dynatrace

DECEMBER 3, 2024

By automating OneAgent deployment at the image creation stage, organizations can immediately equip every EC2 instance with real-time monitoring and AI-powered analytics. This integration augments our existing support for OpenTelemetry to provide customers with more flexibility. This solution aligns to the AWS Well-Architected Framework.

AWS 130

AWS Cloud Performance Innovation 130

Dynatrace

NOVEMBER 20, 2023

Across the cloud operations lifecycle, especially in organizations operating at enterprise scale, the sheer volume of cloud-native services and dynamic architectures generate a massive amount of data. See how to use Dynatrace in your cloud migration strategy. What is predictive AI? What is AIOps? What is application modernization?

AWS 219

AWS Artificial Intelligence Cloud Analytics 219

Dynatrace

MAY 19, 2023

Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures. It’s more complex than it sounds.” As cloud entities multiply, along with greater reliance on microservices and serverless architectures, so do the complex relationships and dependencies among them.

Network 226

Network Monitoring Performance Traffic 226

Dynatrace

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. The event focused on empowering and informing our valued partner ecosystems by providing updates on strategy, market opportunities, cloud modernization, and a wealth of crucial insights.

Artificial Intelligence 205

Artificial Intelligence IoT Programming Innovation 205

Dynatrace

APRIL 10, 2023

And according to recent data from Enterprise Strategy Group, 59% of survey respondents indicated spending on public cloud applications would increase in 2023. Kiran Bollampally, site reliability and digital analytics lead for ecommerce at Tractor Supply Co., Rural lifestyle retail giant Tractor Supply Co.

Cloud 180

Cloud Ecommerce Performance Retail 180

Dynatrace

JUNE 9, 2023

They’re unleashing the power of cloud-based analytics on large data sets to unlock the insights they and the business need to make smarter decisions. From a technical perspective, however, cloud-based analytics can be challenging. Research has found that 99% of organizations have embraced a multicloud architecture.

DevOps 194

DevOps Analytics Storage Metrics 194

Scalegrid

FEBRUARY 8, 2024

Data replication strategies like full, incremental, and log-based replication are crucial for improving data availability and fault tolerance in distributed systems, while synchronous and asynchronous methods impact data consistency and system costs. By implementing data replication strategies, distributed storage systems achieve greater.

Storage 130

Storage Systems Big Data Azure 130

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. You can now install OneAgent on Linux with s390 architecture.

Operating System 216

Operating System Energy Infrastructure Architecture 216

Dynatrace

DECEMBER 15, 2022

2: Observability, security, and business analytics will converge as organizations strive to tame the data explosion. To address this, observability, security, and business analytics will converge as organizations consolidate their tools. Observability trend no.

Artificial Intelligence 261

Artificial Intelligence Analytics Innovation Healthcare 261

The Netflix TechBlog

JUNE 20, 2024

This “Enterprise Data Model/Architect Agent” employs generative AI techniques for autonomous enterprise data modeling and architecture. Clark Wright, Staff Analytics Engineer at Airbnb, talked about the concept of Data Quality Score at Airbnb.

Data Engineering 204

Data Engineering Engineering Entertainment Software Engineering 204

Dynatrace

APRIL 8, 2024

Power business analytics with Dynatrace Banks that can deploy vertically integrated risk management solutions will deliver unprecedented agility, precision, and control for risk management functions. Maximize performance for high-frequency and low-latency trading strategies. Automated issue resolution. Break down data silos.

Analytics 212

Analytics Infrastructure Efficiency Technology 212

IO River

NOVEMBER 2, 2023

Network RedundancyThe primary and most important advantage of a Multi-CDN strategy is redundancy, and, consequently, improved reliability. M-CDN enables enacting a failover strategy with additional CDN providers that have not been impacted. A cautious approach is crucial when transitioning to a M-CDN architecture.

Best Practices 52

Best Practices Strategy Traffic Virtualization 52

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news. Deep-code execution details.

Java 243

Java Traffic Architecture Strategy 243

Dynatrace

AUGUST 21, 2023

Traditional log management solution challenges Survey data suggests that teams need a modern approach to log management and analytics, which requires a unified log management solution. Dynatrace Log Management and Analytics provides a unified and comprehensive log management solution. during 2021–2026.

Analytics 149

Analytics Innovation Infrastructure Scalability 149

Scalegrid

JANUARY 8, 2024

The partnership between AI and cloud computing brings about transformative trends like enhanced security through intelligent threat detection, real-time analytics, personalization, and the implementation of edge computing for quicker on-site decision-making. Key among these trends is the emphasis on security and intelligent analytics.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. To learn more about leveraging observability and cybersecurity analytics to protect your organization from cyber threats, check out the following resources.

DevOps 196

DevOps Analytics Best Practices Java 196

The Netflix TechBlog

SEPTEMBER 18, 2024

Cassandra serves as the backbone for a diverse array of use cases within Netflix, ranging from user sign-ups and storing viewing histories to supporting real-time analytics and live streaming. Data Model At its core, the KV abstraction is built around a two-level map architecture. This technique maintains read pagination protections.

Latency 248

Latency Storage Cache Efficiency 248

The Netflix TechBlog

OCTOBER 8, 2024

In previous blog posts, we introduced the Key-Value Data Abstraction Layer and the Data Gateway Platform , both of which are integral to Netflix’s data architecture. We do not use it for metrics, histograms, timers, or any such near-real time analytics use case. Those use cases are well served by the Netflix Atlas telemetry system.

Latency 236

Latency Storage Traffic Tuning 236

Dynatrace

FEBRUARY 16, 2023

And although technology has become more central to their business strategies, they are juggling many priorities in digital transformation. Observability industry themes to watch Perhaps the most significant industry trend is the shift from traditional, on-premises environments to multicloud or cloud-native architectures.

Analytics 180

Analytics Innovation Cloud Scalability 180

Adrian Cockcroft

NOVEMBER 18, 2024

From AWS architectures to web applications to AI workloads, explore the impact of shifting responsibilities when moving along the spectrum of self-managed and managed. Take a close look at services and discuss trade-offs and considerations for resource efficiency and how to keep architecture flexible as requirements change.

AWS 98

AWS Energy Lambda Government 98

Strategic Tech

FEBRUARY 19, 2020

I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. I crave structure and analytical thinking patterns to design optimal solutions. Arbitrarily choosing team boundaries based on what appeared to be their gut instinct.

Architecture 64

Architecture Strategy Design Software Architecture 64

Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications.

Cache 214

Cache Azure Infrastructure Monitoring 214

IO River

NOVEMBER 2, 2023

Network RedundancyThe primary and most important advantage of a Multi-CDN strategy is redundancy, and, consequently, improved reliability. M-CDN enables enacting a failover strategy with additional CDN providers that have not been impacted. A cautious approach is crucial when transitioning to a M-CDN architecture.

Best Practices 40

Best Practices Strategy Traffic Virtualization 40

The Morning Paper

SEPTEMBER 10, 2019

Procella: unifying serving and analytical data at YouTube Chattopadhyay et al., ” For just the YouTube Analytics application, we’re looking at metrics like this, with a 99%-ile latency of 412ms: Embedded statistics use cases include the various counters such as views, likes, and subscriptions that are included in pages.

Analytics 75

Analytics Latency Cache Google 75