Dynatrace

JUNE 9, 2023

That’s because of the heterogeneity of the data their environments generate and the limitations of the systems they rely on to analyze this information. When data storage strategies become problematic to DevOps maturity Data warehouse-based approaches add cost and time to analytics projects. What is DevOps maturity?

DevOps 177

DevOps Analytics Storage Metrics 177

Scalegrid

JANUARY 8, 2024

Artificial intelligence can automate tasks ranging from: data analysis resource provisioning system maintenance decision-making natural language processing This not only improves accuracy and reliability but also frees up valuable time for IT teams to focus on strategic tasks, such as resource management on platforms like Google Cloud.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

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. Storing frequently accessed data in faster storage, usually in-memory caching, improves data retrieval speed and overall system performance. Beyond

AWS 240

AWS Efficiency Azure Cloud 240

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 45

Design Software Architecture Strategy Technology 45

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. Trace-based sampling can help you save storage costs. This can help you save money in storage costs in the long run.

AWS 147

AWS Strategy Storage Metrics 147

Scalegrid

MARCH 14, 2024

Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer. Understanding Hybrid Cloud Strategy A hybrid cloud merges the capabilities of public and private clouds into a singular, coherent system.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

JANUARY 17, 2024

An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance. AI requires more compute and storage. Training AI data is resource-intensive and costly, again, because of increased computational and storage requirements. AI performs frequent data transfers.

Strategy 215

Strategy Artificial Intelligence Storage Cloud 215

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Discover key insights and strategic advice in our article, designed to steer you toward the best cloud solution that fits your company’s priorities. What is Hybrid Cloud?

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 82

Cloud Open Source Strategy Best Practices 82

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. These essential data points heavily influence both stability and efficiency within the system. offers the Software Watchdog specifically designed for this purpose.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

JANUARY 23, 2024

Enter AI observability, which uses AI to understand the performance and cost-effectiveness details of various systems in an IT environment. Edge computing brings compute and data storage closer to where data is generated to help reduce costs, boost performance, and improve customer experience.

Performance 179

Performance DevOps Innovation Artificial Intelligence 179

Particular Software

JUNE 20, 2022

The key to a successful Cosmos DB system is its data partitioning strategy. Like the rows of shrubs in a hedge maze, the logical partitions that divide data must be carefully planned, because that affects the scalability of the system and defines the boundaries for logical transactions. In version 1.1

Azure 52

Azure Storage Strategy Tuning 52

Dynatrace

DECEMBER 20, 2021

Conversely, if users encounter functional issues or poor UI design that frustrate common actions, replays provide clear evidence. Easy integration: Some tools require substantive configuration to integrate with existing systems. Develop a broad recording strategy. Up-front pricing: What are you paying for session replay?

Mobile 240

Mobile Website Analytics Cache 240

The Netflix TechBlog

DECEMBER 21, 2020

At this scale, we can gain a significant amount of performance and cost benefits by optimizing the storage layout (records, objects, partitions) as the data lands into our warehouse. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 203

Storage Latency Efficiency Data Engineering 203

Percona

SEPTEMBER 1, 2023

Enhanced User Experience Whether you operate an e-commerce platform, a content management system, or any other application reliant on MySQL, users will notice and appreciate the improved speed and responsiveness. These issues often arise from suboptimal query design, missing or ineffective indexes, or dealing with large datasets.

Tuning 52

Tuning Database Performance Hardware 52

Scalegrid

MARCH 8, 2024

MIXED mode – combines elements from both statement-level and row-level documentation strategies, thus striking an optimal balance between comprehensiveness and resource utilization. Administrators managing MySQL servers with enabled binary logging functionality should carefully assess these options against their unique system demands.

Database 162

Database Strategy Servers Best Practices 162

Particular Software

OCTOBER 6, 2020

Invariably, the sagas that were at fault were examples of the scatter-gather pattern, and the ultimate culprit was contention at the storage level due to the optimistic concurrency strategy that was being used. This is why sagas were originally designed to use optimistic locking. What is scatter-gather? Scattering is easy.

Strategy 98

Strategy Database Infrastructure Design 98

Percona

MAY 1, 2023

It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. Hardware optimization : You need to ensure that the CPU, memory, and storage components meet the performance requirements of the database workload. What is PostgreSQL performance tuning?

Tuning 52

Tuning Efficiency Database Performance 52

Scalegrid

MARCH 28, 2024

This article will explore how they handle data storage and scalability, perform in different scenarios, and, most importantly, how these factors influence your choice. Redis Data Types and Structures The design of Redis’s data structures emphasizes versatility. Memcached’s primary strength lies in its simplicity.

Cache 130

Cache Storage Scalability Architecture 130

The Netflix TechBlog

JUNE 13, 2023

This is where large-scale system migrations come into play. By tracking metrics only at the level of service being updated, we might miss capturing deviations in broader end-to-end system functionality. Canaries and sticky canaries are valuable tools in the system migration process.

Traffic 279

Traffic Metrics Systems Strategy 279

Percona

FEBRUARY 1, 2023

This post will look at using The Oversized-Attribute Storage Technique (TOAST) to improve performance and scalability. Therefore, TOAST is a storage technique used in PostgreSQL to handle large data objects such as images, videos, and audio files.

Storage 94

Storage Scalability Strategy Performance 94

All Things Distributed

JUNE 29, 2011

Werner Vogels weblog on building scalable and robust distributed systems. AWS also applies the same customer oriented pricing strategy: as the AWS platform grows, our scale enables us to operate more efficiently, and we choose to pass the benefits back to customers in the form of cost savings. All Things Distributed. Comments ().

AWS 104

AWS Retail Innovation Strategy 104

Highly Scalable

AUGUST 20, 2013

In recent years, this idea got a lot of traction and a whole bunch of solutions like Twitter’s Storm, Yahoo’s S4, Cloudera’s Impala, Apache Spark, and Apache Tez appeared and joined the army of Big Data and NoSQL systems. The design of the in-stream processing engine itself was driven by the following requirements: SQL-like functionality.

Big Data 154

Big Data Processing Lambda Database 154

All Things Distributed

AUGUST 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. AWS Database Services is responsible for setting the database strategy and delivering distributed structured storage services to our AWS customers. The ideal candidate will be someone who has built and ran large scale distributed systems and/or databases.

AWS 75

AWS Database Storage Scalability 75

Abhishek Tiwari

JULY 22, 2023

OPA can be integrated with a wide range of tools and systems, making it highly versatile. Conftest : Conftest is a tool designed to enforce policies on configuration files. Sentinel policies are written to enforce rules such as: Requiring encryption for all Amazon S3 buckets and Azure Blob Storage containers.

AWS 52

AWS Best Practices Infrastructure Traffic 52

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. The US Federal Cloud Computing Strategy lays out a â??Cloud strategy which compels US federal agencies to consider Cloud Computing first as the target for their IT operations: To harness the benefits of cloud computing, we have instituted a Cloud First policy.

AWS 111

AWS Government Big Data Cloud 111

Dynatrace

NOVEMBER 20, 2023

However, with a generative AI solution and strategy underpinning your AWS cloud, not only can organizations automate daily operations based on high-fidelity insights pulled into context from a multitude of cloud data sources, but they can also leverage proactive recommendations to further accelerate their AWS usage and adoption.

AWS 203

AWS Artificial Intelligence Analytics Cloud 203

Percona

JULY 2, 2023

In this post, we cover the methods used to achieve an enterprise-grade backup strategy for the PostgreSQL cluster. In setting up our demonstration system, we use pg_basebackup and continuous archiving. They also ensure that backup strategies adhere to industry and legal compliance requirements.

Strategy 52

Strategy Database Storage Open Source 52

Dynatrace

OCTOBER 4, 2022

Organizations need to unify all this observability, business, and security data based on context and generate real-time insights to inform actions taken by automation systems, as well as business, development, operations, and security teams. Your key business objectives will drive your strategy and metrics. Don’t reinvent the wheel.

Analytics 184

Analytics Software Software Storage 184

Smashing Magazine

NOVEMBER 2, 2021

Application leaders for digital commerce technologies must plan for PWAs when designing digital commerce experiences”. Meet Adam Silver’s Form Design Patterns , a practical guide to designing and building forms for the web. The Design Gives Ground For Utmost Usability. Jump to table of contents ?. Large preview ).

Code 74

Code Cache Retail Mobile 74

Tasktop

MARCH 16, 2021

Data Architect: Designs the data acquisition, storage and optimization to support. Visualization Expert: Designs, develops and maintains changes to dashboard (such as Tableau) presenting value stream metrics. A telecom giant changing its outsourcing strategy to negotiate better terms with its service partners.

Metrics 52

Metrics Healthcare Automotive Innovation 52

Particular Software

MAY 22, 2023

When one of those meetings occurs after a carb-heavy lunch, it’s easy for your mind to drift away…back to those university lectures about entity design. Is this the best way to build a system, though? One cart to rule them all As the meeting continues, the design for the shopping cart begins to take shape. It gets worse.

Systems 98

Systems Cache Strategy Database 98

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. Such demanding use cases place a great value on systems capable of fast and reliable execution, a need that spans across various industry segments.

Cloud 130

Cloud Virtualization Storage Efficiency 130

All Things Distributed

JULY 3, 2011

Werner Vogels weblog on building scalable and robust distributed systems. I will be presenting about how CIO strategies for business continuity are changing in the light of increasing business agility. I will give a keynote on enterprise migration strategies. Driving Storage Costs Down for AWS Customers. APAC Summer Tour.

AWS 67

AWS Storage Cloud Big Data 67

Percona

AUGUST 30, 2023

Without data backup mechanisms, there can be data loss or system downtime. Even worse, entire operating systems can crash, also resulting in data loss. An incremental backup, which is faster and requires less storage than a full backup, captures changes made since the previous backup. Similarly, accidental deletion is a culprit.

Database 91

Database Hardware Open Source Strategy 91

Scalegrid

JULY 17, 2020

Often times an external system is providing data as JSON, so it might be a temporary store before data is ingested into other parts of the system. 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.

Storage 321

Storage Database Efficiency Processing 321

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. Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother.

Open Source 95

Open Source Database Hardware Strategy 95