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

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 210

Tuning Efficiency Big Data Engineering 210

Alex Podelko

DECEMBER 19, 2019

Even when I took out the sessions that don’t directly cover the topics of my primary interests as well as mainframe-specific presentations, I ended up with 21 sessions in 2.5 – Another presentation on resource optimization – this one from Salesforce.

Efficiency 100

Efficiency Artificial Intelligence Scalability Performance 100

DZone

JANUARY 16, 2024

From the dawn of computers to the present day, a multitude of operating systems and distributions have emerged to meet the different demands and tastes of users. These early computing machines, known as mainframes, required a system to manage their hardware resources efficiently.

Operating System 141

Operating System Systems Hardware Efficiency 141

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 214

Efficiency Best Practices Tuning Internet 214

DZone

SEPTEMBER 4, 2023

In today's fast-paced financial landscape, where seamless data exchange is crucial for operational efficiency, the adoption of ISO 20022 has emerged as a global standard for financial messaging.

Testing 152

Testing Strategy Efficiency Processing 152

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 214

Artificial Intelligence Healthcare Government Technology 214

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 188

Artificial Intelligence Analytics Efficiency Database 188

Dynatrace

FEBRUARY 12, 2024

The various presenters in this session aligned platform engineering use cases with the software development lifecycle. Check out the following use cases to learn how to drive innovation from development to production efficiently and securely with platform engineering observability.

Engineering 184

Engineering Development Infrastructure Cloud 184

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 214

Cloud Artificial Intelligence Performance AWS 214

Dynatrace

MARCH 29, 2024

At every organization, the digital landscape is evolving rapidly, presenting IT operations teams with unique challenges. As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency.

Artificial Intelligence 185

Artificial Intelligence DevOps Strategy Open Source 185

Testsigma

SEPTEMBER 28, 2021

Test automation is required to perform this whole process efficiently and repeatedly. Therefore, it is important to test the application behaviour on iOS, also make sure that essential content is not presented via Flash. Here efficiency means that the test automation process when implemented, should result in ROI as soon as possible.

Efficiency 71

Efficiency Testing Testing Tools Website 71

The Morning Paper

DECEMBER 1, 2019

Efficient lock-free durable sets Zuriel et al., State-of-the-art constructions of durable lock-free sets, denoted Log-Free Data Structures, were recently presented by David et al., In this paper, we present a new idea with two algorithms for durable lock-free sets, which reduce the number of flushes substantially. .”

Efficiency 60

Efficiency Cache C++ Performance 60

Scalegrid

JANUARY 8, 2024

Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model. Challenges of Multi-Cloud Although multi-cloud has its benefits, it also presents some obstacles.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Scalegrid

MARCH 14, 2024

In practice, a hybrid cloud operates by melding resources and services from multiple computing environments, which necessitates effective coordination, orchestration, and integration to work efficiently. Tailoring resource allocation efficiently ensures faster application performance in alignment with organizational demands.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

NOVEMBER 29, 2023

Dynatrace has received the ISV Partner of the Year Award for Austria , presented by Amazon Web Services, Inc. The joint commitment between Dynatrace and AWS to making our customer organizations successful has only deepened, with a focus on accelerating AWS cloud adoption and efficient use of hybrid environments. “We

AWS 191

AWS FinTech Lambda Innovation 191

Dynatrace

NOVEMBER 6, 2023

Dynatrace Grail™ data lakehouse unifies the massive volume and variety of observability, security, and business data from cloud-native, hybrid, and multicloud environments while retaining the data’s context to deliver instant, cost-efficient, and precise analytics. Digital transformation 2.0

Azure 182

Azure Analytics Artificial Intelligence Innovation 182

Dynatrace

FEBRUARY 1, 2024

The Infrastructure & Operations app provides a comprehensive overview for effective prioritization The new Infrastructure & Operations app provides situational awareness to help ops and SRE teams group and categorize problems efficiently based on their impact.

Infrastructure 183

Infrastructure Metrics Network Monitoring 183

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. The public cloud provides flexibility and cost efficiency through utilizing a provider’s resources. These include on-premises data centers which offer specific business benefits.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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 220

Performance Testing Testing Tools Testing Performance 220

Scalegrid

FEBRUARY 8, 2024

It utilizes methodologies like DStore, which takes advantage of underused hard drive space by using it for storing vast amounts of collected datasets while enabling efficient recovery processes. These systems enable vast amounts of data to be spread over multiple nodes, allowing for simultaneous access and boosting processing efficiency.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

DECEMBER 28, 2023

How to Implement Pagination in MongoDB® Big datasets require efficient data retrieval and processing for effective management. into manageable portions to avoid potential discrepancies related to the enormous amounts of data present. Offset-Based Pagination Offset-based pagination is an efficient technique to implement within MongoDB.

Best Practices 130

Best Practices Efficiency Strategy Speed 130

Dynatrace

MARCH 27, 2024

How to efficiently introduce team ownerships Dynatrace provides different ways of associating team ownership with entities and adding desired team metadata, such as contact details, to your environments. Finally, the best information is still useless if users can’t retrieve it quickly when needed and use it accordingly.

Best Practices 201

Best Practices Azure Database Code 201

Dynatrace

OCTOBER 10, 2023

In this blog post, we’ll delve deeper into these categories to gain a comprehensive understanding of their significance and the challenges they present. Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient.

Engineering 229

Engineering DevOps Innovation Strategy 229

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++ 312

C++ Metrics Tuning Strategy 312

Scalegrid

JANUARY 11, 2024

Continuous cloud monitoring enables real-time detection and response to incidents, with best practices highlighting the importance of assessing cloud service providers, adopting layered security, and leveraging automation for efficient scanning and monitoring. Nevertheless, this integration can present certain challenges to organizations.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

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 227

DevOps Infrastructure Speed Cloud 227

QAMentor

JANUARY 7, 2019

At present, according to the best software testing companies, there are various automated software testing … The post Tips to Enhance the Efficiency of Software Testing Process appeared first on QA Mentor Blog.

Efficiency 45

Efficiency Processing Software Software 45

Dynatrace

FEBRUARY 15, 2023

This is only possible because of our no-index approach and massive parallel processing capabilities, which enable Dynatrace to offer extra-long data retention (15+ months) at full granularity that is cost-efficient and fast. How often have you spent time decluttering or trying to make sense of the information presented on a dashboard?

Analytics 232

Analytics Social Media Metrics Efficiency 232

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 223

Analytics Storage Infrastructure Metrics 223

Scalegrid

JANUARY 25, 2024

Understanding Redis Performance Indicators Redis is designed to handle high traffic and low latency with its in-memory data store and efficient data structures. Evaluating factors like hit rate, which assesses cache efficiency level, or tracking key evictions from the cache are also essential elements during the Redis monitoring process.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

AUGUST 28, 2023

These retail-business processes must work together efficiently to orchestrate customer satisfaction: Inventory management ensures you can anticipate and meet dynamic customer demand. Aggregating tracking information and presenting it to customers in a uniform way can be a challenge. Multi-channel logistics.

Retail 205

Retail Logistics Innovation Analytics 205

Dynatrace

JULY 6, 2022

Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. Automating IT practices without integrated AIOps presents several challenges. IT automation tools can achieve enterprise-wide efficiency. By tuning workflows, you can increase their efficiency and effectiveness.

Artificial Intelligence 191

Artificial Intelligence Tuning Strategy Big Data 191

The Netflix TechBlog

NOVEMBER 29, 2023

We present two sets. On the other hand, the optimized ladder presents a sharper increase in quality with increasing bitrate. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. Shown below are rate versus quality examples for a couple of titles from our HDR catalog.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

AUGUST 5, 2022

DevSecOps presents organizations that are already practicing DevOps with an alternate, more proactive perspective on security. DevSecOps automation promotes efficient processes and secure applications. Although adopting DevSecOps automation is on the rise, it does present some challenges. Challenges of adopting DevSecOps.

DevOps 210

DevOps Cloud Best Practices Open Source 210

Dynatrace

MAY 8, 2023

Some of the benefits organizations seek from digital transformation journeys include the following: Increased DevOps automation and efficiency. Digital tools and technologies provide a more efficient way of doing things. Improved customer experience.

Strategy 177

Strategy Retail DevOps Education 177

Dynatrace

AUGUST 25, 2023

Yet upgrading antiquated systems and effectively integrating them into modern workflows is challenging despite the potential to increase efficiency, improve security, reduce the higher operational costs associated with supporting tech debt, and avoid the foreseeable breaks in end-of-life apps.

Government 206

Government Infrastructure Programming Cloud 206