DZone

AUGUST 9, 2023

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up. What Is Docker?

Scalability 246

Scalability Best Practices Open Source Virtualization 246

DZone

FEBRUARY 12, 2024

IoT edge devices, ranging from sensors to industrial machines, have become integral to various industries, offering insights, automation, and efficiency. However, managing a large number of these edge devices efficiently poses a significant challenge.

IoT 211

IoT Strategy Efficiency 211

Dynatrace

JULY 11, 2024

Today, IT services have a direct impact on almost every key business performance indicator, from revenue and conversions to customer satisfaction and operational efficiency. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends. Agility and innovation.

Monitoring 246

Monitoring Retail Energy Cloud 246

DZone

DECEMBER 28, 2020

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. With rising competition in the digital world and the requirement to be present in the top rank of the category, makes performance tests crucial for companies.

Performance Testing 230

Performance Testing Testing Tools Testing Performance 230

DZone

JUNE 28, 2024

Public clouds presently offer a mix of object and file storage options. Object storage classes such as Amazon S3 and Azure Blob (Azure Storage) deliver significant cost efficiency and all the benefits of object storage without the complexities of setup and management.

Azure 223

Azure Storage Performance Cloud 223

Smashing Magazine

AUGUST 20, 2021

Jamstack CMS: The Past, The Present and The Future. Jamstack CMS: The Past, The Present and The Future. If you need a developer, taking a Jamstack approach is one of the most efficient ways to leverage your staffing resources. Mike Neumegen. 2021-08-20T08:00:00+00:00. 2021-08-20T09:19:47+00:00. Drupal is not just a CMS.

Ecommerce 140

Ecommerce Website Government Internet 140

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Data Featurization A complete list of features used in this work is presented in Table 1. The features mainly belong to two distinct classes.

C++ 323

C++ Metrics Tuning Strategy 323

The Netflix TechBlog

MARCH 4, 2024

In this blog post, we present our project on Auto Remediation, which integrates the currently used rule-based classifier with an ML service and aims to automatically remediate failed jobs without human intervention. the retry success probability) and compute cost efficiency (i.e., Multi-objective optimizations.

Tuning 219

Tuning Efficiency Big Data Engineering 219

DZone

SEPTEMBER 11, 2024

Efficient data synchronization is crucial in high-performance computing and multi-threaded applications. We’ll examine the challenges of traditional synchronization methods and present an advanced approach that significantly improves performance for write-heavy environments.

Cache 200

Cache Efficiency Performance 200

Dynatrace

NOVEMBER 18, 2024

Adopting AI to enhance efficiency and boost productivity is critical in a time of exploding data, cloud complexities, and disparate technologies. The Dynatrace and Microsoft partnership provides innovative solutions that enhance customer experience, improve efficiency, and generate considerable savings.

Cloud 210

Cloud Azure Artificial Intelligence Innovation 210

DZone

JULY 10, 2024

This article explores how VES can help professionals in their roles, focusing on key areas of expertise and product offerings based on their recent presentation to the 56th IT Press Tour.

Infrastructure 195

Infrastructure Hardware Innovation Efficiency 195

The Netflix TechBlog

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. Sample latency analysis Edgar should reduce burden, not add to it Presenting all of this data in one interface reduces the footwork of an engineer to uncover each source.

Latency 299

Latency Transportation Engineering Traffic 299

The Netflix TechBlog

DECEMBER 17, 2024

This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. They allow us to verify whether titles are presented as intended and investigate any discrepancies. The stakes are even higher when ensuring every title launches flawlessly.

Traffic 174

Traffic Scalability Strategy Monitoring 174

The Netflix TechBlog

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. Without an efficient data retention strategy, this approach may struggle to scale effectively. The challenge lies in determining the appropriate number of buckets.

Latency 253

Latency Cache Infrastructure Strategy 253

Dynatrace

OCTOBER 23, 2023

Communicating security insights efficiently across teams in your organization isn’t easy Security management is a complex and challenging task; effectively communicating security insights is even more so. Sample dashboard Next, you want to prepare an efficient plan for remediation.

Efficiency 224

Efficiency Best Practices Tuning Internet 224

Dynatrace

SEPTEMBER 3, 2024

Each of these factors can present unique challenges individually or in combination. But gaining observability of distributed environments, such as Kubernetes, microservices, and containerized application deployments, presents formidable challenges.

Infrastructure 259

Infrastructure Innovation Monitoring Software Performance 259

Dynatrace

DECEMBER 12, 2024

For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting. In dynamic and distributed cloud environments, the process of identifying incidents and understanding the material impact is beyond human ability to manage efficiently.

Analytics 214

Analytics Government Efficiency Innovation 214

Dynatrace

JANUARY 18, 2024

Automation and analysis features, in particular, have boosted operational efficiency and performance by tracking and responding to complex or information-dense situations. Explainable AI tools and practices are important for understanding and weeding out biases like this to improve output accuracy and operational efficiency.

Artificial Intelligence 224

Artificial Intelligence Healthcare Government Technology 224

The Netflix TechBlog

SEPTEMBER 3, 2021

There are a number of utilities and conventions on how to use this message when it is present in an RPC request. If consumers only need a title and an email of the last person who updated the schedule, they can set a different field mask: [link] By convention, if a FieldMask is not present in the request, all fields should be returned.

Design 246

Design Java Code Servers 246

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. Performance results In this section, we present an overview of the performance of our new encodes compared to our existing H.264

Innovation 243

Innovation Traffic Network Efficiency 243

Dynatrace

JANUARY 23, 2024

At this year’s Perform, we are thrilled to have our three strategic cloud partners, Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), returning as both sponsors and presenters to share their expertise about cloud modernization and observability of generative AI models.

Cloud 224

Cloud Artificial Intelligence Performance AWS 224

Dynatrace

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. This method known as GitOps would also boost the speed and efficiency of practicing DevOps organizations. These practices can be a boon to infrastructure management, but GitOps presents challenges.

DevOps 238

DevOps Infrastructure Speed Cloud 238

Dynatrace

AUGUST 27, 2024

Although DORA helps banking and financial institutions prevent, respond to, and recover from critical cybersecurity incidents, DORA compliance could present many hurdles for financial institutions. Dynatrace Security Analytics can also improve the effectiveness and efficiency of threat hunts.

Best Practices 276

Best Practices Government DevOps Analytics 276

The Netflix TechBlog

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. We will then present a case study of using these components in order to optimize, scale, and solidify an existing pipeline.

Media 299

Media Storage Infrastructure Systems 299

Dynatrace

MARCH 22, 2021

As a Network Engineer, you need to ensure the operational functionality, availability, efficiency, backup/recovery, and security of your company’s network. It’s easy to modify and adjust these dashboards as required, select the most important metrics, or just change the splitting of charts when too much data is presented.

Metrics 246

Metrics Network Infrastructure Traffic 246

InfoQ

FEBRUARY 1, 2024

Peter Lawrey discusses achieving vertical scalability by minimizing accidental complexity and using an event-driven architecture. By Peter Lawrey

Scalability 80

Scalability Efficiency Systems Architecture 80

Dynatrace

SEPTEMBER 28, 2020

I wanted to present as much information as possible. This is where the consolidated API, which I presented in my last post , comes into play. Getting the problem status of all environments has to be efficient. Websockets allows efficient data push via multicast to browsers and D3.js Lightweight architecture. js framework.

Storage 217

Storage Architecture Tuning Efficiency 217

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. It should be noted that not all of the techniques presented are universally applicable, as each migration presents its own unique set of circumstances.

Traffic 287

Traffic Metrics Systems Strategy 287

Dynatrace

FEBRUARY 13, 2020

Across both his day one and day two mainstage presentations, Steve Tack, SVP of Product Management, described some of the investments we’re making to continue to differentiate the Dynatrace Software Intelligence Platform. Dynatrace news. Next-gen Infrastructure Monitoring.

Performance 249

Performance Mobile Analytics Innovation 249

Dynatrace

FEBRUARY 1, 2024

Business and technology leaders are increasing their investments in AI to achieve business goals and improve operational efficiency. The first use case Reitbauer presented outlines a developer who hears from the database team that a problem might be occurring with the database.

Artificial Intelligence 198

Artificial Intelligence Analytics Efficiency Database 198

Dynatrace

MAY 24, 2021

With three sessions delivered around the globe and all but two presentations delivered live, it was great to set attendance records, and this is a testament to the strength of our partners and the community they create. Recognizing the immense contribution of our partners is truly one of the highlights of our year.

Programming 241

Programming Cloud Virtualization Technology 241

Dynatrace

AUGUST 8, 2024

Moreover, seamless integration is achieved through out-of-the-box solutions that connect, transform, and map your findings data into a unified format using the Dynatrace Semantic Dictionary, ensuring a smooth and efficient security workflow. In-depth analysis of security findings using tools like Notebooks and Security Investigator.

Efficiency 202

Efficiency Cloud Processing Development 202

Dynatrace

AUGUST 21, 2024

Vulnerable function monitoring Tracking vulnerable open source software components efficiently is one of the most important pillars of managing attack surfaces. The Dynatrace third-party vulnerabilities solution provides key capabilities for detailed and continuous insights into vulnerable software components present in an IT system.

Java 242

Java Monitoring Open Source Software 242

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

JULY 19, 2024

By knowing exactly which offline servers are associated with specific critical business services and the exact dependency relationships that exist, IT teams can rapidly establish plans to manually remediate in an efficient way to restore business critical functions.

Airlines 306

Airlines Servers Retail Monitoring 306

Dynatrace

OCTOBER 4, 2022

But on their own, logs present just another data silo as IT professionals attempt to troubleshoot and remediate problems. This can vastly reduce an organization’s storage costs and improve data efficiency. With data centralized and paired with context through AI, teams can collaborate more efficiently rather than work in silos.

Analytics 234

Analytics Storage Infrastructure Metrics 234

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. ” According to Google, “SRE is what you get when you treat operations as a software problem.” SRE drives a “shift left” mindset.

Engineering 260

Engineering DevOps Government Latency 260