DZone

APRIL 11, 2023

Data processing in the cloud has become increasingly popular due to its scalability, flexibility, and cost-effectiveness. This article will explore how these technologies can be used together to create an optimized data pipeline for data processing in the cloud.

Azure 246

Azure Analytics Storage Cloud 246

Scalegrid

JANUARY 5, 2024

Enhanced data security, better data integrity, and efficient access to information. This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies. What are the key advantages of DBMS?

Efficiency 147

Efficiency Storage Database Scalability 147

DZone

FEBRUARY 3, 2024

In the changing world of data centers and cloud computing, the desire for efficient, flexible, and scalable networking solutions has resulted in the broad use of Software-Defined Networking (SDN). Traditional networking models have a tightly integrated control plane and data plane within network devices.

Network 169

Network Systems Cloud Software 169

DZone

JULY 13, 2023

In today's data-driven world, organizations need efficient and scalable data pipelines to process and analyze large volumes of data. Medallion Architecture provides a framework for organizing data processing workflows into different zones, enabling optimized batch and stream processing.

Azure 246

Azure Architecture Efficiency Processing 246

Dynatrace

NOVEMBER 3, 2023

that offers security, scalability, and simplicity of use. While Python code can address most data acquisition and ingest requirements, it comes at the cost of complexity in implementation and use-case modeling. supports SNMP, WMI, Prometheus, and SQL data sources, and now also JMX; no code is required to leverage these extensions.

Technology 248

Technology Technology Scalability Availability 248

Dynatrace

JUNE 9, 2023

ln a world driven by macroeconomic uncertainty, businesses increasingly turn to data-driven decision-making to stay agile. They’re unleashing the power of cloud-based analytics on large data sets to unlock the insights they and the business need to make smarter decisions. All of these factors challenge DevOps maturity.

DevOps 186

DevOps Analytics Storage Metrics 186

The Netflix TechBlog

MARCH 10, 2023

This platform has evolved from supporting studio applications to data science applications, machine-learning applications to discover the assets metadata, and build various data facts. 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.

Media 237

Media Traffic Processing Design 237

DZone

MARCH 7, 2023

Apache Spark is a powerful open-source distributed computing framework that provides a variety of APIs to support big data processing. In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization.

Big Data 161

Big Data Code Tuning Open Source 161

InfoQ

JUNE 16, 2023

Datadog created a dedicated data ingestion architecture offering exactly-once semantics for their third-generation event store, Husky. The event-driven architecture (EDA) can accommodate bursts in traffic in the multi-tenant platform with reasonable ingestion latency and acceptable operational costs. By Rafal Gancarz

Architecture 55

Architecture Scalability Latency Traffic 55

Dynatrace

JANUARY 23, 2024

AI data analysis can help development teams release software faster and at higher quality. So how can organizations ensure data quality, reliability, and freshness for AI-driven answers and insights? And how can they take advantage of AI without incurring skyrocketing costs to store, manage, and query data?

Performance 188

Performance DevOps Innovation Artificial Intelligence 188

The Netflix TechBlog

MARCH 5, 2019

While our engineering teams have and continue to build solutions to lighten this cognitive load (better guardrails, improved tooling, …), data and its derived products are critical elements to understanding, optimizing and abstracting our infrastructure. In the Reliability space, our data teams focus on two main approaches.

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

DZone

FEBRUARY 10, 2023

In today's data-driven era, it's critical to design data platforms to help business to foster innovation and compete in the market. A modern data platform is the set of technologies, configuration, and implementation details that allows data to be stored and moved across the company systems to satisfy business needs.

Architecture 130

Architecture Innovation Scalability Technology 130

InfoQ

MARCH 15, 2024

Hashnode created a scalable event-driven architecture (EDA) for composing feed data for thousands of users. The company used serverless services on AWS, including Lambda, Step Functions, EventBridge, and Redis Cache. The solution leverages Step Functions' distributed maps feature that enables high-concurrency processing.

Scalability 70

Scalability AWS Architecture Lambda 70

DZone

JULY 3, 2023

Data engineering projects often require the setup and management of complex infrastructures that support data processing, storage, and analysis. In this article, we will explore the benefits of leveraging IaC for data engineering projects and provide detailed implementation steps to get started.

Data Engineering 141

Data Engineering Infrastructure Engineering Code 141

Percona

OCTOBER 17, 2023

This blog post discusses using the CLONE INSTANCE command with the safety option DATA DIRECTORY when you do not have enough disk space to store two datasets. However, when you clone a replica that already has a huge dataset, you may not have enough space for two datasets: one from the source server and data present on the replica.

Open Source 103

Open Source Servers Database Strategy 103

High Scalability

JULY 31, 2020

I started it to send data to me about my own books, but in the best bootstrapping tradition I extended it to work for the entire planet. Number Stuff: Don't miss all that the Internet has to say on Scalability, click below and become eventually.

Internet 160

Internet Internet Scalability Serverless 160

Dynatrace

MARCH 29, 2024

As organizations continue to expand within cloud-native environments using Google Cloud, ensuring scalability becomes a top priority. Visit Dynatrace booth #1141 during the event to explore how its real-time insights and optimization capabilities ensure seamless scalability and performance.

Google 264

Google Innovation Cloud Analytics 264

High Scalability

JULY 11, 2022

Other images considered: one byte of RAM in 1946 ; visual guide on troubleshooting Kubernetes ; Cloudflare using lava lamps to generate cryptographic keys ; 5MB of data looked like in 1966. @microscopicture. My Stuff: Love this Stuff? I need your support on Patreon to help keep this stuff going. Know anyone who needs to go from zero to cloud?

Internet 231

Internet Internet Scalability Cloud 231

DZone

JANUARY 24, 2024

Cloud computing platforms have fundamentally altered how organizations access and manage data. These storage alternatives have been designed to meet a range of requirements, including performance, scalability, durability, and price. Cloud computing platforms have transformed the way businesses handle and access data.

Storage 266

Storage Cloud Scalability Design 266

High Scalability

NOVEMBER 23, 2018

KevinBankston : Ford's CEO just said on NPR that the future of profitability for the company is all the data from its 100 million vehicles (and the people in them) they'll be able to monetize. She was told to expect to shell out $50,000 to $70,000 per influencer just to make her company’s name known, an insane amount for a new startup.

Internet 174

Internet Internet Scalability Analytics 174

InfoQ

APRIL 15, 2024

He specifically delved into Venice DB, the NoSQL data store used for feature persistence. At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. By Rafal Gancarz

Artificial Intelligence 106

Artificial Intelligence Big Data Data Engineering Latency 106

The Netflix TechBlog

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Dhevi Rajendran Dhevi Rajendran This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix.

Data Engineering 138

Data Engineering Engineering Software Engineering Big Data 138

DZone

NOVEMBER 21, 2023

Thanks to its expressive query language (PromQL), scalability, and configurable data format, it remains one of the most popular tools for data collection. Paired with Prometheus exporters, the tool can adapt to a variety of surroundings, which is one of its strongest points.

Best Practices 279

Best Practices Scalability Monitoring Database 279

High Scalability

FEBRUARY 1, 2019

and if/when you REALLY need the data, you're gonna be waiting a long time. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). Works great.

Internet 146

Internet Internet Scalability Games 146

DZone

FEBRUARY 29, 2024

In the vibrant world of microservices and event-driven architectures, messaging queues have emerged as a critical component, enabling asynchronous communication, decoupling systems, and unlocking scalability. However, with a vibrant landscape of options, choosing the optimal queue can feel like navigating a complex maze.

Scalability 257

Scalability Architecture Systems Processing 257

All Things Distributed

MARCH 19, 2018

For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion.

Scalability 142

Scalability AWS Technology Technology 142

High Scalability

FEBRUARY 15, 2019

Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading). They'll learn a lot and love you forever. 200 million : per day YouTube videos recommended on home page; $9.3

Internet 143

Internet Internet Scalability Serverless 143

DZone

FEBRUARY 29, 2024

The volume of data generated and transmitted these days is growing at a rapid pace. SNS will act as the supplier of messages to various subscribers, resulting in maximizing throughput and effortless scalability. A proper architecture ensures that there are no bottlenecks in the movement of messages.

Efficiency 258

Efficiency AWS Scalability Architecture 258

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Exploring artificial intelligence in cloud computing reveals a game-changing synergy.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 226

Systems Media Cache Open Source 226

High Scalability

SEPTEMBER 21, 2018

Aria Bracci : Using a previously established, peer-reviewed technique, the team conducted more than half a million data traffic tests across 161 countries. And if you know anyone looking for a simple book that uses lots of pictures and lots of examples to explain the cloud, then please recommend my new book: Explain the Cloud Like I'm 10.

Internet 126

Internet Internet Scalability Traffic 126

High Scalability

NOVEMBER 2, 2018

Observability allows you to ask open-ended questions and have the data you need in order to explore the data to find answers. In short, observability gives you the information you need to make better decisions using real data. keithchambers : We use Mesos + Marathon in Yammer at Microsoft. It works fine for us.

Internet 126

Internet Internet Scalability Azure 126

DZone

OCTOBER 24, 2023

The ELK stack is an abbreviation for Elasticsearch, Logstash, and Kibana, which offers the following capabilities: Elasticsearch: a scalable search and analytics engine with a log analytics tool and application-formed database, perfect for data-driven applications.

Analytics 255

Analytics Storage Infrastructure Scalability 255

Dynatrace

APRIL 5, 2024

With the Dynatrace platform, which report author Ron Williams describes as “an all-in-one observability, security, analytics, and automation platform for cloud-native, hybrid, and multicloud environments,” all your data is stored in one massively scalable data lakehouse.

Cloud 238

Cloud Analytics Monitoring Scalability 238

DZone

SEPTEMBER 25, 2023

At the heart of this digital transformation lies the critical role of cloud databases — the backbone of modern data management. With the ever-growing volume of data generated for business, education, and technology, the importance of scalability, security, and cloud services has become paramount in choosing the right cloud vendor.

Education 256

Education Innovation Scalability Cloud 256

DZone

DECEMBER 4, 2023

They empower products to tap into a vast array of functionalities, services, and data sources, fostering innovation and scalability. The Evolving Role of APIs in Product Development The API Revolution As technology continues to evolve, APIs have transitioned from mere connectors to strategic assets.

Innovation 274

Innovation Strategy Programming Scalability 274

DZone

MARCH 14, 2023

Site Reliability Engineering (SRE) is a systematic and data-driven approach to improving the reliability, scalability, and efficiency of systems. The importance of SRE in improving user experience, system efficiency, scalability , and reliability , and achieving better business outcomes is also discussed.

Engineering 246

Engineering Software Engineering Scalability Efficiency 246