Dynatrace

SEPTEMBER 5, 2024

A robust application security strategy is vital to ensuring the safety of your organization’s data and applications. Resource constraints: Managing exposures can be resource-intensive, requiring specialized skills, tools, and processes. This is why exposure management is a key cornerstone of modern application security.

Strategy 290

Strategy IoT Infrastructure Best Practices 290

DZone

JANUARY 24, 2025

While an earlier version of Hibernate had support for multi-tenancy, its implementation required significant manual configuration and custom strategies to handle tenant isolation, which resulted in higher complexity and slower processes, especially for applications with a number of tenants.

Strategy 252

Strategy Processing Performance 252

Dynatrace

NOVEMBER 18, 2024

Read on to learn more about how Dynatrace and Microsoft leverage AI to transform modern cloud strategies. The Grail™ data lakehouse provides fast, auto-indexed, schema-on-read storage with massively parallel processing (MPP) to deliver immediate, contextualized answers from all data at scale.

Cloud 263

Cloud Azure Artificial Intelligence Innovation 263

Dynatrace

MARCH 18, 2024

In response, many organizations are adopting a FinOps strategy. Proactive cost alerting Proactive cost alerting is the practice of implementing automated systems or processes to monitor financial data, identify potential issues or anomalies, ensure compliance, and alert relevant stakeholders before problems escalate.

Best Practices 278

Best Practices Strategy Cloud AWS 278

Dynatrace

DECEMBER 12, 2024

Key insights for executives: Stay ahead with continuous compliance: New regulations like NIS2 and DORA demand a fresh, continuous compliance strategy. Carefully planning and integrating new processes and tools is critical to ensuring compliance without disrupting daily operations.

Analytics 289

Analytics Government Efficiency Innovation 289

DZone

SEPTEMBER 14, 2023

In today's data-driven world, efficient data processing plays a pivotal role in the success of any project. Apache Spark , a robust open-source data processing framework, has emerged as a game-changer in this domain. Optimizing Data Input Make Use of Data Forma t In most cases, the data being processed is stored in a columnar format.

Big Data 279

Big Data Processing Open Source Games 279

Dynatrace

JULY 25, 2024

I spoke with Martin Spier, PicPay’s VP of Engineering, about the challenges PicPay experienced and the Kubernetes platform engineering strategy his team adopted in response. In addition, their logs-heavy approach to analysis made scaling processes complex and costly.

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

DECEMBER 30, 2021

This article includes key takeaways on AIOps strategy: Manual, error-prone approaches have made it nearly impossible for organizations to keep pace with the complexity of modern, multicloud environments. AIOps strategy at the core of multicloud observability and management. Exploring keys to a better AIOps strategy at Perform 2022.

Strategy 264

Strategy Energy Cloud Innovation 264

Dynatrace

OCTOBER 1, 2024

To manage these complexities, organizations are turning to AIOps, an approach to IT operations that uses artificial intelligence (AI) to optimize operations, streamline processes, and deliver efficiency. One Dynatrace customer, TD Bank, placed Dynatrace at the center of its AIOps strategy to deliver seamless user experiences.

Strategy 245

Strategy Artificial Intelligence Innovation Efficiency 245

Dynatrace

MAY 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. Define the strategy, assess the environment, and perform migration-readiness assessments and workshops. The pilot cloud migration helps uncover risks related to process, operational, and technology changes.

Strategy 246

Strategy Cloud Infrastructure Metrics 246

Dynatrace

DECEMBER 6, 2022

This process reinvents existing processes, operations, customer services, and organizational culture. They need to not only embrace new technologies, but also let go of legacy mindsets and processes that hinder change. Organizations need to embrace automation and AI-enabled processes for effective digital transformation.

Strategy 246

Strategy Artificial Intelligence Innovation Ecommerce 246

Dynatrace

DECEMBER 3, 2024

This integration simplifies the process of embedding Dynatrace full-stack observability directly into custom Amazon Machine Images (AMIs). VMware migration support for seamless transitions For enterprises transitioning VMware-based workloads to the cloud, the process can be complex and resource-intensive.

AWS 298

AWS Cloud Performance Innovation 298

Dynatrace

MARCH 14, 2024

Citizens need seamless digital experiences, which is why the concept of a total experience (TX) strategy is gaining traction among government institutions. A TX strategy is an innovative approach that seeks to overhaul the traditional paradigms of public service delivery. Everything impacts and influences each other.

Government 246

Government Strategy Best Practices Website 246

The Netflix TechBlog

NOVEMBER 12, 2024

In the following sections, we’ll explore various strategies for achieving durable and accurate counts. Introducing sufficient jitter to the flush process can further reduce contention. Furthermore, by leveraging additional stream processing frameworks such as Kafka Streams or Apache Flink , we can implement windowed aggregations.

Latency 251

Latency Cache Infrastructure Strategy 251

DZone

JANUARY 8, 2025

In this article, Ill share practical strategies for designing APIs that scale, handle errors effectively, and remain secure over time. However, it often introduces new challenges in the process. Here's a closer look at the major milestones in API architecture.

Best Practices 239

Best Practices Design Scalability Traffic 239

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. A comprehensive digital transformation strategy can help organizations better understand the market, reach customers more effectively, and respond to changing demand more quickly. Competitive advantage.

Strategy 244

Strategy Retail DevOps Traffic 244

The Netflix TechBlog

MARCH 10, 2023

Although this indexing strategy worked smoothly for a while, interesting challenges started coming up and we started to notice performance issues over time. It was time to take a step back and reevaluate our ES data indexing and sharding strategy. We also changed our mapping strategy to overcome these issues.

Strategy 264

Strategy Cache Storage Analytics 264

Dynatrace

MARCH 1, 2023

A defense-in-depth approach to cybersecurity strategy is also critical in the face of runtime software vulnerabilities such as Log4Shell. A defense-in-depth cybersecurity strategy enables organizations to pinpoint application vulnerabilities in the software supply chain before they have a costly impact.

Strategy 246

Strategy Cloud Software Software 246

Dynatrace

NOVEMBER 27, 2024

You can also create individual reports using Notebooks —or export your data as CSV—and share it with your financial teams for further processing. By leveraging cost allocation, organizations can optimize their IT investments, drive financial efficiency, and support their overarching business strategy.

Best Practices 246

Best Practices Strategy Cloud Efficiency 246

Dynatrace

FEBRUARY 27, 2025

To get a better idea of OpenTelemetry trends in 2025 and how to get the most out of it in your observability strategy, some of our Dynatrace open-source engineers and advocates picked out the innovations they find most interesting. Because its constantly evolving, staying up to date with the latest in OpenTelemetry is no small feat.

Tuning 310

Tuning Open Source Innovation Monitoring 310

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 245

Strategy AWS Open Source Transportation 245

The Netflix TechBlog

MARCH 28, 2025

The impetus for constructing a foundational recommendation model is based on the paradigm shift in natural language processing (NLP) to large language models (LLMs). Key insights from this shiftinclude: A Data-Centric Approach : Shifting focus from model-centric strategies, which heavily rely on feature engineering, to a data-centric one.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

JANUARY 21, 2025

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. Static Threshold: This approach defines a fixed threshold suitable for well-known processes or when specific threshold values are critical.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

SEPTEMBER 2, 2022

The company did a postmortem on its monitoring strategy and realized it came up short. We’ve automated many of our ops processes to ensure proactive responses to issues like increases in demand, degradations in user experience, and unexpected changes in behavior,” one customer indicated. It was the longest 90 seconds of my life.

Traffic 246

Traffic Strategy Retail Ecommerce 246

Dynatrace

NOVEMBER 29, 2024

With an increasing number of regulations and standards governing how businesses handle data, an end-to-end compliance strategy is crucial. By ensuring that all processes—from data collection to storage and usage—comply with regulatory requirements, organizations can better manage potential threats.

Healthcare 237

Healthcare Analytics Storage Government 237

The Netflix TechBlog

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The request schema for the observability endpoint.

Traffic 180

Traffic Entertainment Strategy Innovation 180

DZone

MARCH 5, 2024

This step-by-step guide outlines the process of creating a microservices-based system, complete with detailed examples. Microservices allow teams to deploy and scale parts of their application independently, improving agility and reducing the complexity of updates and scaling.

Strategy 291

Strategy Scalability Architecture Systems 291

Dynatrace

JANUARY 11, 2023

In the process, they’re adopting more tools and technologies. These tools also lack IT context—an awareness of the systems and processes responsible for the business data. Another use case is optimizing business processes to reduce call center costs and improve customer service. High storage costs.

Analytics 246

Analytics Strategy Storage Technology 246

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

The Netflix TechBlog

DECEMBER 17, 2024

As Netflix expanded globally and the volume of title launches skyrocketed, the operational challenges of maintaining this manual process became undeniable. Metadata and assets must be correctly configured, data must flow seamlessly, microservices must process titles without error, and algorithms must function as intended.

Traffic 172

Traffic Scalability Strategy Monitoring 172

Scalegrid

FEBRUARY 24, 2025

Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task. They can be mirrored and configured for either availability or consistency, providing different strategies for managing network partitions. Erlang is the backbone of RabbitMQ clustering.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

The Netflix TechBlog

FEBRUARY 14, 2025

It requires a state-of-the-art system that can track and process these impressions while maintaining a detailed history of each profiles exposure. In this multi-part blog series, we take you behind the scenes of our system that processes billions of impressions daily.

Tuning 166

Tuning Latency Efficiency Storage 166

DZone

SEPTEMBER 26, 2024

This article explores advanced strategies, the process of building data pipelines, and the pillars of a successful modern data strategy, with a focus on both real-time and batch data processing.

Strategy 147

Strategy Scalability Efficiency Technology 147

Dynatrace

NOVEMBER 11, 2024

A good Kubernetes SLO strategy helps teams manage and make containerized workloads more efficient. However, due to the fact that they boil down selected indicators to single values and track error budget levels, they also offer a suitable way to monitor optimization processes while aligning on single values to meet overall goals.

Efficiency 263

Efficiency Best Practices Monitoring Cloud 263

DZone

FEBRUARY 4, 2025

Effective data distribution strategies and data placement mechanisms are key to maintaining fast query responses and system performance, especially when handling petabyte-scale data and real-time analytics.

Performance 173

Performance Tuning Analytics Strategy 173

Dynatrace

FEBRUARY 25, 2025

This blog post dissects the vulnerability, explains how Struts processes file uploads, details the exploit mechanics, and outlines mitigation strategies. This allows developers to easily access and process the file without handling the upload mechanics directly. Complete mitigation is only guaranteed in Struts version 7.0.0

Servers 214

Servers Processing Java Tuning 214

Dynatrace

JULY 25, 2024

A key learning from the outage caused by the faulty CrowdStrike “Rapid Response” update is how critical it is to understand your vendors’ quality control and release processes. This blog will suggest five areas to consider and questions to ask when evaluating your existing vendors and their risk management strategies.

Strategy 278

Strategy Monitoring Open Source Testing 278