DZone

JULY 29, 2024

Additionally, we’ll delve into actionable strategies to improve GC throughput, unlocking its benefits for modern software development. During that pause period, no customer transactions will be processed. What Is Garbage Collection Throughput?

Java 235

Java Strategy Metrics Processing 235

DZone

AUGUST 5, 2019

In the previous posts in this series, we've seen some examples of long-running processes , how to model them, and where to store the state. So how can we ensure that our long-running process doesn't get into an inconsistent state if something fails along the way? But building distributed systems is hard.

Processing 100

Processing Strategy Systems Performance 100

Abhishek Tiwari

OCTOBER 1, 2023

In the rapidly changing landscape of business, having a well-defined strategy is crucial for success. A good strategy should address the core problems or challenges faced by a business, provide guiding principles on how to tackle them, and be supported by the coherent actions and right resources.

Strategy 52

Strategy Media Social Media Efficiency 52

Dynatrace

JULY 24, 2024

It includes an advanced cybersecurity strategy because threats can come from inside or outside of a network boundary. These agencies must strike a balance between maintaining a sophisticated security strategy while modernizing applications and advancing to the cloud. Software risk management.

Government 214

Government Architecture Analytics Strategy 214

Dynatrace

SEPTEMBER 27, 2023

The analysis of this data offers valuable insight into the overall customer experience, enabling businesses to optimize their strategies and deliver exceptional experiences. For example, are you looking to understand customer preferences, improve satisfaction, or identify pain points in the customer journey?

Best Practices 249

Best Practices Analytics Strategy Monitoring 249

The Netflix TechBlog

DECEMBER 14, 2023

Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The talk uses Apache Spark as an example, but the concepts generalize regardless of your specific tools. Learn more about how batch and streaming data pipelines are built at Netflix.

Data Engineering 265

Data Engineering Engineering Software Engineering Best Practices 265

Dynatrace

FEBRUARY 8, 2024

Proactive workforce members are acclimating to these fluid conditions through a variety of strategies, such as career “zigzagging” (a less linear career path that involves diverse roles), career upskilling, and mentoring. This strategy is becoming essential to thrive in the future of work. I said, ‘Elevate me, work with me.

Artificial Intelligence 285

Artificial Intelligence Technology Technology Strategy 285

Dynatrace

NOVEMBER 2, 2023

FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. Create optimization strategies with realistic goals for each team. The result is smarter, data-driven solutions designed to manage cloud spend. What is FinOps?

Cloud 220

Cloud Strategy Retail Energy 220

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'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

OCTOBER 4, 2023

Business resilience is when organizations have systems and processes in place to protect against unforeseen shocks and build organizational agility. Thus, while business resilience is about protecting against unforeseen risk, it also enables an organization to develop a forward-looking strategy that helps it thrive in uncertain times.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy. One of the powerful workflows to leverage is continuous release validation.

AWS 271

AWS Efficiency Azure Cloud 271

Highly Scalable

AUGUST 20, 2013

The shortcomings and drawbacks of batch-oriented data processing were widely recognized by the Big Data community quite a long time ago. It became clear that real-time query processing and in-stream processing is the immediate need in many practical applications. Fault-tolerance.

Big Data 154

Big Data Processing Lambda Database 154

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. So, what is IT automation?

Artificial Intelligence 213

Artificial Intelligence Tuning Strategy Big Data 213

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 226

Cache Azure Infrastructure Monitoring 226

Dynatrace

AUGUST 28, 2023

Let’s shift our focus to the backend systems and business processes, the behind-the-scenes heroes of end-to-end customer experience. These retail-business processes must work together efficiently to orchestrate customer satisfaction: Inventory management ensures you can anticipate and meet dynamic customer demand.

Retail 226

Retail Logistics Innovation Analytics 226

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. What is a data lakehouse?

Efficiency 295

Efficiency Performance Analytics DevOps 295

Dynatrace

AUGUST 25, 2023

For example, older systems may require additional support personnel or contractors to operate and maintain. It’s practically impossible for teams to modernize when they can’t visualize all the dependencies within their infrastructure, processes, and services.

Government 227

Government Infrastructure Programming Cloud 227

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Get ready for actionable insights that balance technical depth with practical advice. This includes servers, applications, software platforms, and websites.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

The Netflix TechBlog

NOVEMBER 14, 2023

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! We’ll discuss batch data processing, the limitations we faced, and how Psyberg emerged as a solution. Let’s dive in! What is late-arriving data? How does late-arriving data impact us?

Data Engineering 271

Data Engineering Engineering Processing Games 271

Dynatrace

MAY 2, 2024

With the ability to generate new content—such as images, text, audio, and other data—based on patterns and examples taken from existing data, organizations are rushing to capitalize on the AI model. blog Cloud application security is a combo of policies and processes that aim to reduce the risk of exposing cloud-based applications to threats.

Artificial Intelligence 251

Artificial Intelligence Cloud Best Practices DevOps 251

DZone

FEBRUARY 7, 2023

Tackling this complex data or a similar processor-intensive task without a thought-through strategy can have a high-performance impact. Problem Context Consider a scenario where incoming data triggers a sequence of processing steps, where each step brings data closer to the desired output state.

IoT 141

IoT Strategy Scalability Processing 141

Dynatrace

MARCH 29, 2024

In this article, we explore recent survey data from Enterprise Strategy Group (ESG), sponsored by Dynatrace, on how organizations approach IT automation, as well as the benefits and challenges they encounter as they adopt it. And for DevOps, it means accelerating DevOps processes, improving agility, and speeding time to market.

Artificial Intelligence 206

Artificial Intelligence DevOps Strategy Open Source 206

Dynatrace

JULY 25, 2023

This expansion of Davis AI complements the proven Dynatrace predictive AI model (for example, forecasting and anomalies) and our causal AI model (for example, determination of a problem’s root cause, security risks, user impact, and steering automation), which are at the core of the Dynatrace platform.

Best Practices 244

Best Practices Analytics Metrics Code 244

Dynatrace

AUGUST 16, 2021

These include spending too much time on manual processes, finger-pointing due to siloed teams, and poor customer experience because of unplanned work. Example #1 – Deploy application code to Kubernetes. The example below demonstrates: Dynatrace automatically added tags created from Kubernetes labels. Kubernetes pod attributes.

Software 246

Software Software Open Source Azure 246

Dynatrace

DECEMBER 10, 2021

Intertwined processes slow down automation at scale. Developing applications based on modern architectures comes with a challenge for release automation: integrating delivery of many services with similar processes but often with different technologies and tools along the delivery pipelines. To address the problem of processes (i.e.,

DevOps 206

DevOps Cloud Testing Tools Strategy 206

Testsigma

DECEMBER 28, 2019

Example of Regression Testing in Agile Framework: The below diagram illustrates the role of regression testing in the final delivery of the product in an Agile framework: Sprint is a set period of time during which specific work has to be completed and made ready to be shipped. Example of Retesting. Patch fixes are added.

Testing 53

Testing Hardware Testing Tools Strategy 53

Dynatrace

JUNE 10, 2024

For example, an organization might use security analytics tools to monitor user behavior and network traffic. The nature of “anytime, anywhere” data generation means data is no longer confined to structured processes and can’t always be defined by existing policies.

Analytics 252

Analytics Network Open Source Hardware 252

The Netflix TechBlog

MARCH 10, 2023

Hence we built the data pipeline that can be used to extract the existing assets metadata and process it specifically to each new use case. Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries.

Media 243

Media Traffic Processing Design 243

Dynatrace

OCTOBER 30, 2023

And according to the 2023 DevOps Automation Pulse , many organizations still have a long way to go: 72% reported that they do not have a clear DevOps automation strategy. Unified observability and security in the development process are crucial to defining ownership in the development process. This context arrives automatically.

Engineering 260

Engineering DevOps Innovation Storage 260

Dynatrace

SEPTEMBER 30, 2021

Cloud migration is the process of transferring some or all your data, software, and operations to a cloud-based computing environment that offers unlimited scale and high availability. A key step in digital transformation is migrating from traditional on-prem IT processes to adopting cloud services. What is cloud migration?

Cloud 185

Cloud Traffic Best Practices Strategy 185

All Things Distributed

JANUARY 29, 2017

In many industry segments and markets, for example, platform services, we've already witnessed how start-ups and niche providers have unleashed a revolution. There are great examples of German companies that already do this. SKF keeps the strategy of its clients in mind at all times and tries to think along with them.

Strategy 101

Strategy Innovation Entertainment Hardware 101

Dynatrace

APRIL 13, 2023

It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. Cloud infrastructure and applications scale dynamically, which generates a large volume of logs at high This can make it challenging to process, store, and analyze them in real time. Time and resources.

Java 209

Java Analytics Infrastructure Cloud 209

Dynatrace

MAY 23, 2022

Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. AIOps strategy central to proactive multicloud managemen t – blog. So, find out how a sound AIOps strategy is crucial to keeping this complexity in check. See how causation-based AIOps is a game-changer.

Strategy 241

Strategy Innovation Cloud Serverless 241

CSS Wizardry

AUGUST 19, 2024

Let’s take a look at the BBC as an example. This isn’t a bad thing in-and-of itself, but let’s consider two competing points: If a lot of navigations are from cache, our caching strategy must be pretty good! None of the target URL’s subresources are fetched, and no processing of the response is done. Cache Only 0.6%

Cache 208

Cache Network Strategy Analytics 208

VoltDB

OCTOBER 30, 2024

Read on to learn how preventive maintenance works, types of preventive maintenance, examples of preventive maintenance, and more. The process typically includes: Inspection: Regular equipment inspections to identify potential issues. How Does Preventative Maintenance Work?

Automotive 52

Automotive IoT Artificial Intelligence Energy 52

Dynatrace

MARCH 28, 2022

Security blind spots pose a significant threat to an effective DevSecOps strategy and leave organizations vulnerable to attack—in some cases when applications are already live. Integrating security too late in the SDLC, expanding cloud access, and delayed security testing are just a few examples of security roadblocks to effective DevSecOps.

Strategy 206

Strategy Cloud Speed Network 206

Dynatrace

FEBRUARY 2, 2023

Technology and business leaders express increasing interest in integrating business data into their IT observability strategies, citing the value of effective collaboration between business and IT. It’s at this point—immediately after processing—where you can extract metrics from your events by defining extraction rules.

Analytics 225

Analytics Metrics DevOps Storage 225