Design, Document and Storage - Technology Performance Pulse

Privacy spotlight: Control compliance in Dynatrace with multiple layers of sensitive data masking

Dynatrace

MAY 21, 2024

The whole experience is designed to fit into your individual data governance and compliance framework. Masking at storage: Data is persistently masked upon ingestion into Dynatrace. With this three-layer design, you enjoy maximum flexibility in managing sensitive data points end-to-end.

Government

Government Storage Tuning Monitoring

AWS serverless services: Exploring your options

Dynatrace

OCTOBER 7, 2021

This means you no longer have to provision, scale, and maintain servers to run your applications, databases, and storage systems. Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Reliability.

Serverless

Serverless AWS Lambda Storage

Master MySQL Point in Time Recovery

Scalegrid

MARCH 8, 2024

These logs meticulously document every modification executed within the database in the data directory, providing essential incremental updates that facilitate time-specific recovery efforts. STATEMENT level – at which only SQL statements causing changes in data are documented succinctly.

Database

Database Strategy Servers Best Practices

Stay in control of your data retention with Dynatrace Grail—from 10 days to 10 years

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. This allows you to design data management and retention policies based on individual requirements, starting from days of retention up to a decade.

Analytics

Analytics Storage Infrastructure Metrics

Azure Storage Queues learns some new tricks

Particular Software

APRIL 12, 2021

Azure Storage Queues is a basic yet robust queueing service available on the Azure platform. For example, it lacks concepts like topics and subscriptions to build publisher and subscriber topologies—these are capabilities NServiceBus adds on top of Azure Storage Queues. Here’s how it works.

Azure

Azure Storage Transportation Java

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

The Netflix TechBlog

MARCH 10, 2023

are stored in secure storage layers. Amsterdam is built on top of three storage layers. It provides simple APIs for creating indices, indexing or searching documents, which makes it easy to integrate. One of the first decisions when integrating with Elasticsearch is designing the indices, their settings and mappings.

Strategy

Strategy Cache Analytics Storage

Design Factors For An Effective iOS Mobile App

Tech News Gather

MARCH 16, 2023

8 factors to consider while iOS app designing App designing is a rapidly growing industry because users spend more time in apps than in browsers. The user engagement, customer satisfaction, and additional exposure that a good app design provides for your product all go up. And a more difficult document to put into practice.

Design

Design Mobile Storage Systems

MongoDB Best Practices: Security, Data Modeling, & Schema Design

Percona

APRIL 17, 2023

Since MongoDB usually works with a replica set, it is possible to increase this parameter to get better performance: # edit /etc/mongod.conf storage: journal: enabled: true commitIntervalMs: 300 WiredTiger cache For dedicated servers, it is possible to increase the WiredTiger(WT) cache. By default, it uses 50% of the memory + 1 GB.

Best Practices

Best Practices Design Tuning Database

Document Model Support in DynamoDB: Flexibility, Availability, Performance, and Scale.Together at last

All Things Distributed

OCTOBER 8, 2014

We are introducing native support for document model like JSON into DynamoDB, the ability to add / remove global secondary indexes, adding more flexible scaling options, and increasing the item size limit to 400KB. We designed DynamoDB to operate with at least 99.999% availability. NoSQL and Flexibility: Document Model.

Availability

Availability Performance Scalability AWS

Compression Methods in MongoDB: Snappy vs. Zstd

Percona

MARCH 29, 2023

Compression in any database is necessary as it has many advantages, like storage reduction, data transmission time, etc. Storage reduction alone results in significant cost savings, and we can save more data in the same space. By default, MongoDB provides a snappy block compression method for storage and network communication.

Storage

Storage Network Open Source Latency

Disaster Recovery for PostgreSQL on Kubernetes

Percona

MAY 29, 2023

pgBackrest on the Main site streams backups and Write Ahead Logs (WALs) to the object storage. Configure main site Use your favorite method to deploy the Operator from our documentation. Once installed, configure the Custom Resource manifest so that pgBackrest starts using the Object Storage of your choice.

Storage

Storage Cloud Network Traffic

Using JSONB in PostgreSQL: How to Effectively Store & Index JSON Data in PostgreSQL

Scalegrid

JULY 17, 2020

JSON is the most common format used by web services to exchange data, store documents, unstructured data, etc. Note: If a particular key is always present in your document, it might make sense to store it as a first class column. JSONB storage results in a larger storage footprint. Nested objects.

Storage

Storage Database Efficiency Processing

Optimize MongoDB® Pagination

Scalegrid

DECEMBER 28, 2023

Offset-based involves utilizing functions such as skip , limit and a query which indicates how many documents should be skipped or returned at maximum. Its use includes the limit method, which establishes how many documents will be returned in a query result. This can be expressed as db.collection_name.find().limit(number).

Best Practices

Best Practices Efficiency Strategy Speed

Enhance data management with Grail: Ultimate guide to custom buckets and security policies

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. Buckets are similar to folders, a physical storage location. There is a default bucket for each table.

Artificial Intelligence

Artificial Intelligence Analytics Metrics Storage

Further improved handling and reliability of OneAgent deployments

Dynatrace

NOVEMBER 11, 2020

Note that most of the changes we’ve introduced so far and those that are detailed below are all designed to be invisible to you, taking place entirely automatically in the background. However these improvements are of critical importance for those who have been exposed to the problems that these improvements are designed to solve.

Best Practices

Best Practices Storage Java Benchmarking

Accelerate your cloud journey with Dynatrace observability for AWS S3 logs

Dynatrace

JUNE 27, 2023

Many AWS services and third party solutions use AWS S3 for log storage. The Dynatrace AWS S3 log forwarder is designed to be extensible, so you can customize ingestion settings to fit your specific use cases as well as add custom attributes to your logs.

AWS

AWS Cloud Lambda Analytics

Streaming MongoDB Backups Directly to S3

Percona

FEBRUARY 23, 2023

Fortunately, there are ways to skip the local storage entirely and stream MongoDB backups directly to the destination. At the same time, the common goal is to save both the network bandwidth and storage space (cost savings!) people (50474 documents) 2023-02-07T19:33:59.977+0100 done dumping db2.products

AWS

AWS Storage Database Open Source

Maximizing Performance of AWS RDS for MySQL with Dedicated Log Volumes

Percona

DECEMBER 11, 2023

A Dedicated Log Volume (DLV) is a specialized storage volume designed to house database transaction logs separately from the volume containing the database tables. DLVs are particularly advantageous for databases with large allocated storage, high I/O per second (IOPS) requirements, or latency-sensitive workloads.

AWS

AWS Benchmarking Performance Traffic

Extend business observability: Extract business events from online databases (Part 2)

Dynatrace

SEPTEMBER 8, 2023

To generate client-id, refer to our OAuth documentation. To achieve this, we’ll create a Grail bucket specifically designed to retain data for a duration of 10 years (3,657 days). In the above recording, we demonstrate an alert specifically designed to notify when there is a significant increase in pending transactions.

Database

Database Artificial Intelligence Metrics Monitoring

Mastering Kubernetes with Dynatrace

Dynatrace

AUGUST 24, 2020

Dynatrace VMware and virtualization documentation . Dynatrace Kubernetes documentation . Dynatrace OneAgent documentation . Dynatrace root cause analysis documentation . Similarly, integrations for Azure and VMware are available to help you monitor your infrastructure both in the cloud and on-premises.

Analytics

Analytics Infrastructure AWS Operating System

Reducing PostgreSQL Costs in the Cloud

Percona

FEBRUARY 24, 2023

Figure 1: PMM Home Dashboard From the Amazon Web Services (AWS) documentation , an instance is considered over-provisioned when at least one specification of your instance, such as CPU, memory, or network, can be sized down while still meeting the performance requirements of your workload and no specification is under-provisioned.

Cloud

Cloud Serverless AWS Storage

Sociotechnical Design Variables

Strategic Tech

MAY 24, 2019

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design

Design Software Architecture Strategy Technology

Home Screen Advantage

Alex Russell

FEBRUARY 24, 2024

The data loss will be catastrophic for many, as will the removal of foundational features like reliable data storage, app-like UI, settings integration, Push Notifications, and unread counts. The immediate impact of iOS 17.4 This will just so happen to render PWAs useless to worldwide businesses looking to reach EU users. What's At Risk?

Storage

Storage Engineering Games Design

Dynatrace SaaS release notes version 1.239

Dynatrace

APRIL 21, 2022

Log Monitoring documentation. Starting with Dynatrace version 1.239, we have restructured and enhanced our Log Monitoring documentation to better focus on concepts and information that you, the user, look for and need. Legacy Log Monitoring v1 Documentation. Improved error handling for unexpected storage issues. (APM-360014).

Azure

Azure Metrics AWS Monitoring

Bootstrap PostgreSQL on Kubernetes

Percona

AUGUST 29, 2023

You can change this; please see users documentation. In this case, the backups should be stored on some object storage. Please use our documentation to configure backups. Fill in the form at percona.com/k8s. Download Percona Distribution for PostgreSQL Today!

Storage

Storage Database Media Open Source

Scale your enterprise cloud environment with enhanced AI-powered observability of all AWS services

Dynatrace

AUGUST 27, 2020

AWS Storage Gateway. Amazon Neptune is a fast, reliable, fully-managed graph database service designed for applications working with highly connected datasets. You can refer to Dynatrace documentation for detailed information and requirements. Amazon Managed Apache Cassandra Service (Keyspaces). Amazon SageMaker. AWS OpsWorks.

AWS

AWS Cloud IoT Database

The Ultimate Guide to Open Source Databases

Percona

MARCH 30, 2023

Further, open source databases can be modified in infinite ways, enabling institutions to meet their specific needs for data storage, retrieval, and processing. Non-relational databases: Instead of tables, non-relational (NoSQL) databases use document-based data storage, column-oriented storage, and graph databases.

Open Source

Open Source Database Storage Scalability

What is session replay? Discover user pain points with session recordings

Dynatrace

DECEMBER 20, 2021

In practice, session recording solutions make use of the document object model (DOM), which is a programming interface for web pages and document. Conversely, if users encounter functional issues or poor UI design that frustrate common actions, replays provide clear evidence. Are these costs consistent? Transparent?

Mobile

Mobile Website Analytics Cache

Solving Common Cross-Platform Issues When Working With Flutter

Smashing Magazine

JUNE 18, 2020

More specifically, we’re going to talk about storage and UI differences, which are the ones that most often cause confusion to developers when writing Flutter code that they want to be cross-platform. Example 1: Storage. Secure Storage On Mobile. The situation when it comes to mobile apps is completely different.

Storage

Storage Mobile Website Java

Data ingestion pipeline with Operation Management

The Netflix TechBlog

MARCH 7, 2023

We designed a unique concept called Annotation Operations which allows teams to create data pipelines and easily write annotations without worrying about access patterns of their data from different applications. This API finds all Elasticsearch documents with ID1 and marks isAnnotationOperationActive=FALSE.

Media

Media Latency Architecture Database

Percona Distribution for PostgreSQL 16.1, Percona Distribution for MySQL 8.1.0: Release Roundup December 4, 2023

Percona

DECEMBER 4, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. Find more information in the Telemetry on Percona Server for MySQL document. Find more information in the Telemetry on Percona Distribution for PostgreSQL document. Percona Server for MySQL 8.1.0-1

Open Source

Open Source Azure Servers Programming

An Enterprise-Grade MongoDB Alternative Without Licensing or Lock-in

Percona

JULY 17, 2023

1 among non-relational/document-based systems ( DB-Engines, July 2023 ). Instead of the table-based structure of relational databases, MongoDB stores data in documents and collections, a design for handling large amounts of unstructured data and for real-time web applications. It ranks No.

Open Source

Open Source Database Scalability Software

Migrating Critical Traffic At Scale with No Downtime?—?Part 2

The Netflix TechBlog

JUNE 13, 2023

Therefore, the canary framework is designed to monitor operational and customer KPI metrics to detect persistent deviations and terminate the canary experiment if necessary. In addition, it is important to document the entire migration process and keep records of any issues encountered and their resolution.

Traffic

Traffic Metrics Systems Strategy

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

DECEMBER 3, 2019

By design, Metaflow is a deceptively simple Python library: Data scientists can structure their workflow as a Directed Acyclic Graph of steps, as depicted above. The devil is in the many carefully designed details of Metaflow: for instance, note how in the above example data and models are stored as normal Python instance variables.

Open Source

Open Source AWS Infrastructure Energy

Get up to 300 new metrics out of the box with AWS supporting services (GA)

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Amazon ElastiCache (see AWS documentation for Memcached and Redis ). Amazon Simple Storage Service (S3). Amazon CloudFront. Amazon Cognito. Amazon EC2 Spot Fleet. Amazon EMR.

AWS

AWS Metrics IoT Storage

Get up to 300 new metrics out of the box with AWS supporting services (GA)

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Amazon ElastiCache (see AWS documentation for Memcached and Redis ). Amazon Simple Storage Service (S3). Amazon CloudFront. Amazon Cognito. Amazon EC2 Spot Fleet. Amazon EMR.

AWS

AWS Metrics IoT Storage

From Proprietary to Open Source: The Complete Guide to Database Migration

Percona

OCTOBER 18, 2023

Compatibility Open source databases are designed with interoperability at their core, adhering to industry standards and offering support for a wide range of data import and export formats. Look closely at your current infrastructure (hardware, storage, networks, etc.) Should I be bringing in external experts to help out?

Open Source

Open Source Database Hardware Strategy

Mastering Kubernetes with Dynatrace

Dynatrace

AUGUST 24, 2020

Dynatrace VMware and virtualization documentation . Dynatrace Kubernetes documentation . Dynatrace OneAgent documentation . Dynatrace root cause analysis documentation . Similar ly, integrations for Azure and VMware are available to help you monitor your infrastructure both in the cloud and on-premises. .

Analytics

Analytics Infrastructure AWS Operating System

Cosmos DB Persistence — Questions & Answers

Particular Software

AUGUST 16, 2021

which provides saga and outbox storage for NServiceBus endpoints that is transactionally consistent with the business data you store in Cosmos DB. Under the hood, each “record” in Cosmos DB is a JSON document with an ID and partition key that, together, define its globally unique ID. Now that it has reached version 1.0,

Azure

Azure Serverless Storage Database

Save Time and Money With Free-to-Use Incremental Backups for MongoDB

Percona

JANUARY 11, 2023

To learn more about backup and restore types supported by PBM, visit our documentation. This is how for large, write intense databases you can see significant savings in the backup strategy: time (performing an incremental physical backup is faster vs any other PBM backup); cost (based on storage and transfer cost vs. other PBM backups).

Open Source

Open Source Database Strategy Storage

Netflix Video Quality at Scale with Cosmos Microservices

The Netflix TechBlog

NOVEMBER 2, 2021

For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations.

Media

Media Innovation Metrics Latency

How to Assess MySQL Performance

HammerDB

APRIL 19, 2023

As database performance is heavily influenced by the performance of storage, network, memory, and processors, we must understand the upper limit of these key components. There are several ways to find out this information with the easiest way being by referring to the documentation. For storage, FIO is generally used.

Performance

Performance Benchmarking Cache Storage

How To Choose a Website Builder For Your Web Development Company?

Official Blog - World Web Technology

NOVEMBER 27, 2023

You may have to put off learning web development and design. You can make a great website without coding or advanced web design skills. Anyone can use a good website builder, even if they don’t know web design. It depends on the best practices of web design. The news is positive. A website builder is an alternative.

Website

Website Development Mobile Storage

NoSQL Data Modeling Techniques

Highly Scalable

MARCH 1, 2012

The following figure depicts imaginary “evolution” of the major NoSQL system families, namely, Key-Value stores, BigTable-style databases, Document databases, Full Text Search Engines, and Graph databases: NoSQL Data Models. Document databases advance the BigTable model offering two significant improvements. ” .

Database

Database Ecommerce Efficiency Engineering

Privacy spotlight: Control compliance in Dynatrace with multiple layers of sensitive data masking

AWS serverless services: Exploring your options

Trending Sources

Master MySQL Point in Time Recovery

Stay in control of your data retention with Dynatrace Grail—from 10 days to 10 years

Azure Storage Queues learns some new tricks

Elasticsearch Indexing Strategy in Asset Management Platform (AMP)

Design Factors For An Effective iOS Mobile App

MongoDB Best Practices: Security, Data Modeling, & Schema Design

Document Model Support in DynamoDB: Flexibility, Availability, Performance, and Scale.Together at last

Compression Methods in MongoDB: Snappy vs. Zstd

Disaster Recovery for PostgreSQL on Kubernetes

Using JSONB in PostgreSQL: How to Effectively Store & Index JSON Data in PostgreSQL

Optimize MongoDB® Pagination

Enhance data management with Grail: Ultimate guide to custom buckets and security policies

Further improved handling and reliability of OneAgent deployments

Accelerate your cloud journey with Dynatrace observability for AWS S3 logs

Streaming MongoDB Backups Directly to S3

Maximizing Performance of AWS RDS for MySQL with Dedicated Log Volumes

Extend business observability: Extract business events from online databases (Part 2)

Mastering Kubernetes with Dynatrace

Reducing PostgreSQL Costs in the Cloud

Sociotechnical Design Variables

Home Screen Advantage

Dynatrace SaaS release notes version 1.239

Bootstrap PostgreSQL on Kubernetes

Scale your enterprise cloud environment with enhanced AI-powered observability of all AWS services

The Ultimate Guide to Open Source Databases

What is session replay? Discover user pain points with session recordings

Solving Common Cross-Platform Issues When Working With Flutter

Data ingestion pipeline with Operation Management

Percona Distribution for PostgreSQL 16.1, Percona Distribution for MySQL 8.1.0: Release Roundup December 4, 2023

An Enterprise-Grade MongoDB Alternative Without Licensing or Lock-in

Migrating Critical Traffic At Scale with No Downtime?—?Part 2

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Get up to 300 new metrics out of the box with AWS supporting services (GA)

Get up to 300 new metrics out of the box with AWS supporting services (GA)

From Proprietary to Open Source: The Complete Guide to Database Migration

Mastering Kubernetes with Dynatrace

Cosmos DB Persistence — Questions & Answers

Save Time and Money With Free-to-Use Incremental Backups for MongoDB

Netflix Video Quality at Scale with Cosmos Microservices

How to Assess MySQL Performance

How To Choose a Website Builder For Your Web Development Company?

NoSQL Data Modeling Techniques

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