High Scalability

JUNE 18, 2018

You can view the original article—H ow to implement consistent hashing efficiently —on Ably's blog. In this article, we’ll understand what consistent hashing is all about and why it is an essential tool in scalable distributed system architectures. Hashing revisited.

Efficiency 172

Efficiency Programming Strategy Scalability 172

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 243

AWS Efficiency Azure Cloud 243

Dynatrace

OCTOBER 4, 2023

Business resilience is when organizations have systems and processes in place to protect against unforeseen shocks and build organizational agility. Companies that exploit these technologies can discover risks early, remediate problems, and to innovate and operate more efficiently are likely to achieve competitive advantage.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

MARCH 29, 2024

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. Others involve introducing new threats as AI becomes more integrated into IT systems as a whole.

Artificial Intelligence 179

Artificial Intelligence DevOps Strategy Open Source 179

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

JANUARY 31, 2024

GenAI is prone to erratic behavior due to unforeseen data scenarios or underlying system issues. For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. For example, generating an image requires as much power as fully charging your smartphone.

Cache 201

Cache Azure Infrastructure Monitoring 201

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. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens. Both can result in lost productivity for IT teams and staff in the field.

Government 200

Government Infrastructure Programming Cloud 200

Dynatrace

SEPTEMBER 5, 2023

Technology and operations teams work to ensure that applications and digital systems work seamlessly and securely. Predictive AI uses statistical algorithms and other advanced machine learning techniques to anticipate what might happen next in a system. This data-driven approach fosters continuous refinement of processes and systems.

Artificial Intelligence 260

Artificial Intelligence DevOps Analytics Engineering 260

The Netflix TechBlog

DECEMBER 14, 2023

Data Processing Patterns Lee Woodridge and Pallavi Phadnis, Data Engineers at Netflix, talk about how you can apply different processing strategies for your batch pipelines by implementing generic abstractions to help scale, be more efficient, handle late-arriving data, and be more fault tolerant.

Data Engineering 259

Data Engineering Engineering Software Engineering Best Practices 259

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. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks.

Artificial Intelligence 226

Artificial Intelligence Cloud Best Practices DevOps 226

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Vulnerability management is one example of a DevSecOps workflow that teams should automate to ensure vulnerability scans run regularly. IT automation tools can achieve enterprise-wide efficiency. What is IT automation?

Artificial Intelligence 185

Artificial Intelligence Tuning Strategy Big Data 185

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 198

Retail Logistics Innovation Analytics 198

Percona

FEBRUARY 24, 2023

To achieve this in a secure and efficient manner, a key requirement for any database monitoring and management software is to have robust access management features. For example, the QA team would only have access to data from the QA environment rather than having access to the production environment.

Metrics 108

Metrics Monitoring Database Engineering 108

Tech News Gather

SEPTEMBER 8, 2022

Martingale strategy and its features. Making bets with a certain strategy will be a more rational decision since this will reduce risks and fill the deposit faster. Studying current strategies, many stop at the Martingale method, which has been known since the 17th century. Martingale strategy in sports betting.

Strategy 52

Strategy Programming Traffic Efficiency 52

Dynatrace

MAY 23, 2022

Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. Because data is more distributed and teams collaborate globally with cloud-based applications, IT teams struggle to keep up with the vulnerabilities that threaten these systems. At RSA 2022 , the theme is Transform.

Strategy 221

Strategy Innovation Cloud Serverless 221

The Netflix TechBlog

NOVEMBER 14, 2023

By the end of this series, we hope you will gain an understanding of how Psyberg transformed our data processing, making our pipelines more efficient, accurate, and timely. Let’s walk through an example to understand the complexity of this pre-Psyberg world. Let’s dive in! What is late-arriving data? Raw data for hours 3 and 6 arrive.

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Enter AI observability, which uses AI to understand the performance and cost-effectiveness details of various systems in an IT environment. AI data analysis can help development teams release software faster and at higher quality.

Performance 182

Performance DevOps Innovation Artificial Intelligence 182

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

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 Efficiency Software Engineering 246

The Netflix TechBlog

NOVEMBER 11, 2022

Our goal is to empower creators with innovative tools that support them in effectively and efficiently create the best media possible. Here are just a few examples: We maintain a growing suite of video understanding models that categorize characters, storylines, emotions, and cinematography.

Media 239

Media Virtualization Efficiency Innovation 239

Dynatrace

APRIL 13, 2023

Log auditing is a cybersecurity practice that involves examining logs generated by various applications, computer systems, and network devices to identify and analyze security-related events. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. Skills and expertise.

Analytics 182

Analytics Java Infrastructure Cloud 182

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

MAY 26, 2021

To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. A great example of this is Dynatrace, that’s been doing SLA monitoring for years, which Jonah also shared in his talk. We second that.

AWS 208

AWS Strategy Storage Metrics 208

Dynatrace

AUGUST 2, 2022

Malicious attackers have gotten increasingly adept at identifying vulnerabilities and launching attacks to exploit these weak points in IT systems. The centrality of zero-day attacks suggests that organizations need a better strategy to fend off these attacks. DevSecOps: Integrating security into DevOps.

DevOps 130

DevOps Strategy Open Source Java 130

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? 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.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. As part of our observability engineering strategy, we want that data as well and to make sure it gets sent to Dynatrace.

Metrics 175

Metrics Engineering Energy Tuning 175

Scalegrid

FEBRUARY 8, 2024

A distributed storage system is foundational in today’s data-driven landscape, ensuring data spread over multiple servers is reliable, accessible, and manageable. This guide delves into how these systems work, the challenges they solve, and their essential role in businesses and technology.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

SEPTEMBER 30, 2021

Like any move, a cloud migration requires a lot of planning and preparation, but it also has the potential to transform the scope, scale, and efficiency of how you deliver value to your customers. This can fundamentally transform how they work, make processes more efficient, and improve the overall customer experience. Here are three.

Cloud 163

Cloud Traffic Best Practices Strategy 163

Simform

JANUARY 17, 2023

Application modernization helps in reducing technical debt and improving system efficiency. Overcoming these challenges and reducing tech debt requires the right strategy. So, here are six successful modernization examples with unique strategies to reduce tech debt.

Strategy 59

Strategy Efficiency Engineering Code 59

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. In semi-supervised anomaly detection models, only a set of benign examples are required for training. a browser) is normally matched with a certain DRM system (e.g.,

C++ 312

C++ Metrics Tuning Strategy 312

Percona

NOVEMBER 3, 2023

What are the potential impacts of prolonged downtime, for example? Percona, for example, has helped hundreds of companies migrate to open source. To achieve this, a substantial commitment is necessary from your team to master effective testing strategies. Second, what happens when a migration doesn’t go as planned?

Database 85

Database Open Source Benchmarking Strategy 85

Dynatrace

MAY 26, 2021

To improve their alerting system, the team decided to move to SLO/SLI-based alerting, which require deeper knowledge of the application but are more helpful than generalized metric alerts. A great example of this is Dynatrace, that’s been doing SLA monitoring for years, which Jonah also shared in his talk. We second that.

AWS 147

AWS Strategy Storage Metrics 147

Dynatrace

AUGUST 26, 2020

Say, for example, that you have some unused high memory instances (1 TB RAM / 128 vCPU cores or higher). Optimal metric storage management strategy. The solution leverages Cassandra’s Time-window Compaction Strategy which results in predictable, constant and efficient disk utilization. Impact on disk space.

Performance 150

Performance Hardware Java Storage 150

Dynatrace

DECEMBER 21, 2022

By making development processes more efficient, developers boost software quality, help other IT teams adopt new architectures, and take responsibility for application security through shift-left and shift-right practices. . These individuals design and architect the next generation of cloud strategies. Developers.

Cloud 147

Cloud Architecture Strategy Scalability 147

Percona

OCTOBER 3, 2023

Transparent Huge Pages (THP) is a memory management feature in Linux operating systems that aims to enhance system performance. However, the inclusion of the HugePages feature allows the Linux kernel to efficiently handle substantial memory pages alongside the standard 4KB size.

Database 90

Database Servers Open Source C++ 90

The Netflix TechBlog

OCTOBER 7, 2021

As we invested in systems to enable this vision, it led to increased development velocity, which arguably led to better development practices and quality of the applications. An example of this is Netflix’s video player or the TV UI javascript package. The first is where an application package is downloaded from the service or a CDN.

Metrics 197

Metrics Mobile Testing Strategy 197