Dynatrace

NOVEMBER 29, 2024

Administrators who work with developers and product managers responsible for instrumenting, managing, and achieving the business goals of applications benefit from Dynatrace log management. Log management with adherence to industry-specific compliance requirements is more critical than ever.

Healthcare 237

Healthcare Analytics Storage Government 237

DZone

JUNE 28, 2023

In the dynamic realm of mobile app development , a flawless user experience is the ultimate goal. However, lurking beneath the surface lies a complex web of data storage and retrieval. That's why knowing how to debug mobile app database problems and optimize data storage performance is essential for developers seeking excellence.

Storage 203

Storage Mobile Database Performance 203

Dynatrace

DECEMBER 18, 2024

Once you develop best practices and are confident with your consumption patterns, you can switch to usage-based pricing to maximize the value of your DPS investment. Dynatrace includes a ready-made cost dashboard that provides insights into query usage and DQL best practices.

Analytics 246

Analytics Best Practices Efficiency Storage 246

Dynatrace

DECEMBER 12, 2024

Customers ingest these findings to Dynatrace and track software quality and security from development to production. million to $5 million annually in increased developer efficiency with our vulnerability and exposure offering alone. For example, for companies with over 1,000 DevOps engineers, the potential savings are between $3.4

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

DECEMBER 16, 2020

Security controls in the software development life cycle (SDL). Typically, the attackers attempt to exploit some weakness in the vendor’s development or delivery life cycle and attempt to inject malicious code before an application is signed and certified. Security controls in the software development life cycle (SDL).

Software 289

Software Software Development AWS 289

Scalegrid

FEBRUARY 6, 2025

Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. Message Broker vs. Distributed Event Streaming Platform RabbitMQ functions as a message broker, managing message confirmation, routing, storage, and delivery within a queue. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

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. Understanding distributed storage is imperative as data volumes and the need for robust storage solutions rise.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. Polymorphic Data Storage. What Exactly is Greenplum?

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Percona

FEBRUARY 10, 2023

In the cloud era, however, developers and operation engineers started fully embracing automation tools making their job significantly easier. Today along with their team, we will see how pvc-autoresizer can automate storage scaling for MongoDB clusters on Kubernetes. In our lab we will use AWS EKS with a standard storage class.

Storage 130

Storage Blockchain AWS Cloud 130

Dynatrace

OCTOBER 7, 2021

This means you no longer have to provision, scale, and maintain servers to run your applications, databases, and storage systems. Speed is next; serverless solutions are quick to spin up or down as needed, and there are no delays due to limited storage or resource access. AWS offers four serverless offerings for storage.

Serverless 325

Serverless AWS Lambda Storage 325

The Netflix TechBlog

SEPTEMBER 18, 2024

Firstly, developers struggled to reason about consistency, durability and performance in this complex global deployment across multiple stores. Second, developers had to constantly re-learn new data modeling practices and common yet critical data access patterns.

Latency 260

Latency Storage Cache Servers 260

DZone

AUGUST 4, 2022

The host offered browser caching advantages, better stability, and storage on fast edge servers across strategic geolocations. Not only did it have performance benefits, but it was also convenient for developers. Most developers and administrators think that adding a CDN-hosted static file improves performance.

Cache 305

Cache Tuning Storage Website 305

Scalegrid

JULY 17, 2020

JSONB storage has some drawbacks vs. traditional columns: PostreSQL does not store column statistics for JSONB columns. JSONB storage results in a larger storage footprint. JSONB storage does not deduplicate the key names in the JSON. If that doesn’t work, the data is moved to out-of-line storage.

Storage 321

Storage Database Efficiency Processing 321

High Scalability

JANUARY 11, 2022

Currently, he is in the Alexa Shopping organization where he is developing machine-learning-based solutions to send personalized reorder hints to customers for improving their experience. After that, the post gets added to the feed of all the followers in the columnar data storage. Problem Statement. Fetching User Feed. Optimization.

Design 334

Design Media Storage Logistics 334

InfoQ

MAY 15, 2023

A horizontally scalable exabyte-scale blob storage system which operates out of multiple regions, Magic Pocket is used to store all of Dropbox’s data. Adopting SMR technology and erasure codes, the system has extremely high durability guarantees but is cheaper than operating in the cloud. By Facundo Agriel

Storage 115

Storage Systems Scalability Cloud 115

Scalegrid

FEBRUARY 27, 2025

Unlike full backups that duplicate everything, incremental backups store only changes since the last save, reducing storage needs and speeding up recovery. Key Benefits: Smaller Storage Footprint: Saves only modified data, cutting down backup size. How do incremental backups work in PostgreSQL 17?

Speed 130

Speed Database Storage Efficiency 130

The Netflix TechBlog

APRIL 8, 2025

Over the past year, Netflix developed a new attribution method that has finally eliminated misattribution, as detailed in the rest of thispost. To facilitate IPv6 migration, Netflix developed a mechanism that enables IPv6-only containers to communicate with IPv4 destinations without incurring NAT64 overhead. With 30 c7i.2xlarge

AWS 167

AWS Traffic Network Programming 167

Dynatrace

JULY 29, 2022

Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Cold storage and rehydration.

Analytics 246

Analytics Storage Retail DevOps 246

Dynatrace

JULY 29, 2022

Log analytics is the process of viewing, interpreting, and querying log data so developers and IT teams can quickly detect and resolve application and system issues. As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Cold storage and rehydration.

Analytics 245

Analytics Storage Retail DevOps 245

The Netflix TechBlog

FEBRUARY 13, 2023

Media Feature Storage: Amber Storage Media feature computation tends to be expensive and time-consuming. This feature store is equipped with a data replication system that enables copying data to different storage solutions depending on the required access patterns.

Media 297

Media Storage Infrastructure Systems 297

Dynatrace

APRIL 19, 2023

ALLOW storage:buckets:read WHERE storage:bucket-name startsWith “default_”;ALLOW storage:events:read, storage:logs:read, storage:metrics:read, storage:entities:read, storage:bizevents:read, storage:spans:read; Storage Read per table Each table includes a policy that combines table and bucket access called Storage <tablename> Read.

Storage 246

Storage Analytics Systems Architecture 246

Dynatrace

MAY 21, 2024

That’s because it does not require any pre-prepared schemas, and access to cold/hot storage is fully automatic and with zero latency. Insights are therefore dispersed in a multitude of data lakes, storage systems, and reporting platforms. Moreover, it is fast, powered by its massively parallel processing data lakehouse.

Technology 275

Technology Technology Analytics Storage 275

Dynatrace

JANUARY 11, 2023

Cloud storage monitoring. Teams can keep track of storage resources and processes that are provisioned to virtual machines, services, databases, and applications. This type of monitoring tracks metrics and insights on server CPU, memory, and network health, as well as hosts, containers, and serverless functions.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

OCTOBER 30, 2023

Finally, this complexity puts additional burden on developers who must focus on not only building more complex applications, but also managing the underlying infrastructure. Unified observability and security in the development process are crucial to defining ownership in the development process.

Engineering 264

Engineering DevOps Innovation Storage 264

Dynatrace

APRIL 28, 2023

This means compromising between keeping data available as long as possible for analysis while juggling the costs and overhead of storage, archiving, and retrieval. App developers might need to logs from their environment for debugging purposes, but only for a specific timeframe.

Analytics 246

Analytics Storage Infrastructure Metrics 246

Dynatrace

OCTOBER 4, 2022

Logs assist operations, security, and development teams in ensuring the reliability and performance of application environments. Logs are just one source of data that development and operations teams use to optimize application and infrastructure performance. Data variety is a critical issue in log management and log analytics.

Analytics 264

Analytics Storage Infrastructure Metrics 264

The Netflix TechBlog

OCTOBER 19, 2020

Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage. We earned the trust of our engineers by developing empathy for their operational burden and by focusing on providing efficient tracer library integrations in runtime environments.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

The Netflix TechBlog

APRIL 27, 2023

While Atlas is architected around compute & storage separation, and we could theoretically just scale the query layer to meet the increased query demand, every query, regardless of its type, has a data component that needs to be pushed down to the storage layer. This would help developers with reproducibility.

Storage 297

Storage Cache Metrics Database 297

Dynatrace

SEPTEMBER 26, 2022

Progressive rollouts, rollbacks, storage orchestration, bin packing, self-healing, cost efficiency, and access to the Cloud Native Computing Foundation (CNCF) ecosystem carry heavy observability challenges. Unlike evictions from resource exhaustion on a node, this event resulted from ephemeral storage limits exceeded on the pod.

Storage 328

Storage Engineering Traffic Infrastructure 328

Dynatrace

SEPTEMBER 8, 2022

Log management is an organization’s rules and policies for managing and enabling the creation, transmission, analysis, storage, and other tasks related to IT systems’ and applications’ log data. It involves both the collection and storage of logs, as well as aggregation, analysis, and even the long-term storage and destruction of log data.

Cloud 260

Cloud Systems Analytics DevOps 260

The Netflix TechBlog

MARCH 4, 2025

Standardization To standardize communication between our observability service and the personalization stacks observability endpoints, weve developed a stable proto request/response format. A service with modular business logic facilitates the seamless addition of an observability endpoint.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

SEPTEMBER 5, 2024

These developments open up new use cases, allowing Dynatrace customers to harness even more data for comprehensive AI-driven insights, faster troubleshooting, and improved operational efficiency. The dashboard tracks a histogram chart of total storage utilized with logs daily. It also tracks the top five log producers by entity.

Innovation 290

Innovation AWS Analytics Storage 290

The Netflix TechBlog

SEPTEMBER 24, 2021

From chunk encoding to assembly and packaging, the result of each previous processing step must be uploaded to cloud storage and then downloaded by the next processing step. Since not all projects are terabytes projects, allocating the largest cloud storage to all packager instances is not an efficient use of cloud resources.

Cloud 242

Cloud Media Storage Cache 242

Dynatrace

OCTOBER 23, 2023

Secondly, determining the correct allocation of resources (CPU, memory, storage) to each virtual machine to ensure optimal performance without over-provisioning can be difficult. We’ve worked with our partners and customers to internalize the Hyper-V observability practices they have developed over years of experience running Hyper-V.

Efficiency 264

Efficiency Virtualization Hardware Performance 264

The Netflix TechBlog

OCTOBER 8, 2024

Building on these foundational abstractions, we developed the TimeSeries Abstraction  — a versatile and scalable solution designed to efficiently store and query large volumes of temporal event data with low millisecond latencies, all in a cost-effective manner across various use cases.

Latency 239

Latency Storage Traffic Tuning 239

Uber Engineering

JULY 6, 2024

Kafka Tiered Storage, developed in collaboration with the Apache Kafka community, introduces the separation of storage and processing in brokers, significantly improving the scalability, reliability, and efficiency of Kafka clusters.

Storage 75

Storage Scalability Efficiency Processing 75

DZone

OCTOBER 11, 2022

These items are a combination of tech business news, development news and programming tools and techniques. Making Google’s CalDAV and CardDAV APIs available for everyone ( Google Developers Blog). Linux System Mining with Python ( Javalobby – The heart of the Java developer community). Java EE 7 is Final.

Java 244

Java Best Practices Google Analytics 244