The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage. A second job taps the data feed from the first job, does tail sampling of data and writes traces to the storage system.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Percona

JULY 24, 2023

PBM) introduced a GA version of incremental physical backups , which can greatly impact both the recovery time and the cost of backup (considering storage and data transfer cost). Well, it is because we believe that open source philosophy is not only about the source but also about design and decision-making.

Availability 77

Availability Open Source Strategy Storage 77

Dynatrace

MAY 26, 2021

Trace-based sampling can help you save storage costs. This can help you save money in storage costs in the long run. A key takeaway from this talk is how important it is to be aware of the different sampling strategies and know which one makes sense for your application in a particular overload situation.

AWS 147

AWS Strategy Storage Metrics 147

Dynatrace

JUNE 9, 2023

When extended to include application security practices, DevOps becomes DevSecOps and includes security-focused criteria, such as security by design and making security a critical release criterion. When data storage strategies become problematic to DevOps maturity Data warehouse-based approaches add cost and time to analytics projects.

DevOps 183

DevOps Analytics Storage Metrics 183

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

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

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 221

Strategy Artificial Intelligence Storage Cloud 221

Scalegrid

JANUARY 8, 2024

Despite the potential challenges associated with scaling AI in cloud computing, strategies such as: Obtaining leadership endorsement Establishing ROI indicators Utilizing responsible AI algorithms Addressing data ownership issues can be employed to ensure successful integration.

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 246

AWS Efficiency Azure Cloud 246

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 80

Cloud Open Source Strategy Best Practices 80

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

Dynatrace

JANUARY 23, 2024

Why growing AI adoption requires an AI observability strategy – blog While AI adoption brings operational efficiency and innovation for organizations, it also introduces the potential for runaway AI costs. How can organizations use AI observability to optimize AI costs?

Performance 185

Performance DevOps Innovation Artificial Intelligence 185

Dynatrace

DECEMBER 20, 2021

Conversely, if users encounter functional issues or poor UI design that frustrate common actions, replays provide clear evidence. Tools that feature client-side compression can help reduce total data transfer volumes and storage footprints. Develop a broad recording strategy. Are these costs consistent? Transparent?

Mobile 246

Mobile Website Analytics Cache 246

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. offers the Software Watchdog specifically designed for this purpose. It can achieve impressive performance, handling up to 50 million operations per second.

Metrics 130

Metrics Monitoring Latency Cache 130

Particular Software

JUNE 20, 2022

The key to a successful Cosmos DB system is its data partitioning strategy. 2 To learn more about building multi-tenant systems with NServiceBus and Cosmos DB and how to design your data partitioning strategy to fit your requirements, check out our recent webinar: Watch Building multi-tenant systems using NServiceBus and Cosmos DB now ??

Azure 52

Azure Storage Strategy Tuning 52

Percona

SEPTEMBER 1, 2023

These issues often arise from suboptimal query design, missing or ineffective indexes, or dealing with large datasets. An unoptimized indexing strategy can impede data insertion and retrieval operations. One effective strategy is query rewriting, where you restructure your SQL queries to be more efficient.

Tuning 52

Tuning Database Performance Hardware 52

The Netflix TechBlog

MARCH 10, 2023

are stored in secure storage layers. Amsterdam is built on top of three storage layers. One of the first decisions when integrating with Elasticsearch is designing the indices, their settings and mappings. It was time to take a step back and reevaluate our ES data indexing and sharding strategy. Net, Ruby, Perl etc.).

Strategy 258

Strategy Cache Analytics Storage 258

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?

Strategy 98

Strategy Database Infrastructure Design 98

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. Use the ‘–log-bin’ option to designate a base name for the binary log files. However, strategies such as compression and parallel processing can help.

Database 162

Database Strategy Servers Best Practices 162

Adrian Cockcroft

NOVEMBER 26, 2023

In this session, learn how AWS has been supporting customers like the Territorial Intelligence Centre (CIT) in designing cutting-edge tools to address traceability in supply chains with deforestation risks by integrating governmental databases, innovative map services, and land-use data from high spatial resolution satellite imagery.

AWS 52

AWS Energy IoT Best Practices 52

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 91

Storage Scalability Strategy Performance 91

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

All Things Distributed

JUNE 29, 2011

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. Often customers are surprised about our strategy to help them drive their costs down. Subscribe to this weblogs.

AWS 104

AWS Retail Innovation Strategy 104

All Things Distributed

AUGUST 16, 2011

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. Driving Storage Costs Down for AWS Customers. Cloud First.

AWS 111

AWS Government Big Data Cloud 111

Percona

JULY 2, 2023

In this post, we cover the methods used to achieve an enterprise-grade backup strategy for the PostgreSQL cluster. Having a backup strategy in place that takes regular backups and has secure storage is essential to protect the database in an enterprise-grade environment to ensure its availability in the event of failures or disasters.

Strategy 52

Strategy Database Storage Open Source 52

All Things Distributed

AUGUST 19, 2011

AWS Database Services is responsible for setting the database strategy and delivering distributed structured storage services to our AWS customers. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. I will try to highlight some of those in coming weeks. Subscribe to this weblogs.

AWS 75

AWS Database Storage Scalability 75

Abhishek Tiwari

JULY 22, 2023

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. OPA can be integrated with a wide range of tools and systems, making it highly versatile.

AWS 52

AWS Best Practices Infrastructure Traffic 52

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 208

AWS Artificial Intelligence Analytics Cloud 208

Percona

MAY 1, 2023

Hardware optimization : You need to ensure that the CPU, memory, and storage components meet the performance requirements of the database workload. Connection pooling: Minimizing connection overhead and improving response times for frequently accessed data by implementing mechanisms for connection pooling and caching strategies.

Tuning 52

Tuning Efficiency Database Performance 52

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

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

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

All Things Distributed

JULY 3, 2011

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. Expanding the Cloud - The AWS Storage Gateway. Subscribe to this weblogs. or rss feed.

AWS 67

AWS Storage Cloud Big Data 67

Dynatrace

OCTOBER 4, 2022

Traditionally, though, to gain true business insight, organizations had to make tradeoffs between accessing quality, real-time data and factors such as data storage costs. It should be open by design to accelerate innovation, enable powerful integration with other tools, and purposefully unify data and analytics.

Analytics 190

Analytics Software Software Storage 190

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 40

Metrics Healthcare Automotive Innovation 40

Scalegrid

DECEMBER 28, 2023

Implementing pagination can be done using two primary strategies: offset-based and cursor-based methods. Indexing Strategies for Cursor Pagination Query Results For optimal pagination performance in MongoDB, indexing is of vital importance.

Best Practices 130

Best Practices Efficiency Strategy Speed 130

All Things Distributed

JULY 11, 2011

By shifting the unit of capacity we are pricing against, customers bidding strategy will directly determine whether or not they are fulfilled. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 85

AWS Storage Cloud Big Data 85