Dynatrace

OCTOBER 8, 2020

Serverless functions extend applications to accelerate speed of innovation. Although the adoption of serverless functions brings many benefits, including scalability, quick deployments, and updates, it also introduces visibility and monitoring challenges to CloudOps and DevOps. So please stay tuned!

Lambda 345

Lambda AWS Programming Serverless 345

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. While building Amazon SageMaker and applying it for large-scale machine learning problems, we realized that scalability is one of the key aspects that we need to focus on. Factorization Machines.

Scalability 129

Scalability Hardware AWS Tuning 129

Dynatrace

JUNE 9, 2021

Then I will describe various types of security products that can be used for web application security including some innovations that Dynatrace has recently introduced. Positive filters are highly effective at blocking attacks but require constant tuning. WAF appliances have seen little innovation during the past four years.”.

Open Source 261

Open Source Entertainment Tuning Internet 261

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

SEPTEMBER 29, 2021

Containers are the key technical enablers for tremendously accelerated deployment and innovation cycles. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. But first, some background. Why containers? In production, containers are easy to replicate.

Open Source 334

Open Source DevOps Traffic Cloud 334

The Netflix TechBlog

FEBRUARY 9, 2021

We need to be constantly adapting and innovating as a result of this change. This centralization of eligibility logic in the SKU Eligibility Service also enables innovation in different parts of the product that have traditionally been ignored. A SKU Platform that enables product innovation with minimal engineering involvement.

Engineering 145

Engineering Scalability Architecture Innovation 145

The Netflix TechBlog

JANUARY 10, 2024

We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. 264, AV1, etc.).

Processing 238

Processing Media Latency Innovation 238

Dynatrace

FEBRUARY 21, 2020

We are actively working on innovating how to scale the UX team and escalate the impact we can have on the company and our platform. This will go a long way in assisting the UX team with the scalability challenges that we are faced with. Stay tuned. The goal: equipping everyone with a UX-aware mindset. Stay curious.

Innovation 229

Innovation Design Tuning DevOps 229

Dynatrace

DECEMBER 5, 2023

No observability, no gains All these factors have made ARM an attractive computing architecture for innovative companies. However, the lack of end-to-end integrated observability with full support for log collection is a clear blocker for many organizations looking to adopt ARM-based services.

Architecture 290

Architecture Efficiency Energy Monitoring 290

Dynatrace

JUNE 27, 2023

Centralized log management for scalable ingestion into Grail As AWS S3 proves to be the preferred way of storing cloud logs, enterprise customers face mounting challenges in putting S3 log data to use. If so, stay tuned for more news about direct AWS Kinesis Data Firehose configuration in AWS console.

AWS 246

AWS Cloud Lambda Analytics 246

Dynatrace

DECEMBER 8, 2020

In our increasingly digital world, the speed of innovation is key to business success. Cloud-native technologies, including Kubernetes and OpenShift, help organizations accelerate innovation. It inherits the automation, AI, scalability, and enterprise-grade robustness of the Dynatrace platform. Dynatrace news.

Cloud 306

Cloud Open Source Internet Internet 306

The Netflix TechBlog

SEPTEMBER 18, 2024

Central to this infrastructure is our use of multiple online distributed databases such as Apache Cassandra , a NoSQL database known for its high availability and scalability. To mitigate these issues, we implemented adaptive pagination which dynamically tunes the limits based on observed data.

Latency 260

Latency Storage Cache Servers 260

Dynatrace

JANUARY 19, 2021

Serverless can accelerate innovation (and introduce blind spots). Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. stay tuned?for A single pane of glass to view trace information along with AWS CloudWatch metrics. functionality?in

Lambda 264

Lambda Serverless AWS Mobile 264

Dynatrace

NOVEMBER 17, 2020

The rapidly evolving digital landscape is one important factor in the acceleration of such transformations – microservices architectures, service mesh, Kubernetes, Functions as a Service (FaaS), and other technologies now enable teams to innovate much faster. Technical scalability without limits. So please stay tuned for updates.

Analytics 236

Analytics Technology Technology Cloud 236

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier. Retention : The status indicates which tables fall inside and outside of the retention window.

Latency 239

Latency Storage Traffic Tuning 239

The Netflix TechBlog

MARCH 25, 2019

Netflix Data Landscape Freedom & Responsibility (F&R) is the lynchpin of Netflix’s culture empowering teams to move fast to deliver on innovation and operate with freedom to satisfy their mission.

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

The Netflix TechBlog

MARCH 7, 2019

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. In the democratization of the experimentation platform we also want to allow custom analysis.

Design 175

Design Engineering Innovation Java 175

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations. via bug fixes).

Media 178

Media Innovation Metrics Latency 178

All Things Distributed

NOVEMBER 28, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Amazon Redshift uses a variety of innovations to enable customers to rapidly analyze datasets ranging in size from several hundred gigabytes to a petabyte and more. Until now, these levels of performance and scalability were prohibitively expensive.

Cloud 152

Cloud Storage Architecture Scalability 152

All Things Distributed

MARCH 28, 2011

Werner Vogels weblog on building scalable and robust distributed systems. What used to be only available in physical formats now often has digital equivalents and this digitalization is driving great new innovations. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

AWS 123

AWS Cloud Storage Internet 123

Percona

OCTOBER 10, 2023

For one, they often favor stability over innovation. What’s coming next We are working on improvements available previously only to the MongoDB Enterprise users that will impact scalability and availability of especially large datasets. Stay tuned for more news about MongoDB offerings.

Availability 120

Availability Servers Database Open Source 120

All Things Distributed

MARCH 7, 2013

Werner Vogels weblog on building scalable and robust distributed systems. s fast and easy scalability can be quickly applied to building high scale applications. We have also reduced our underlying costs through significant technical innovations from our engineering team. All Things Distributed. Comments ().

Ecommerce 121

Ecommerce Storage Scalability Database 121

The Netflix TechBlog

AUGUST 17, 2023

Watching every moment of content to find the best frames and select them manually takes a lot of time, and this approach is often not scalable. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View. For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 177

Media Scalability Architecture Strategy 177

All Things Distributed

OCTOBER 2, 2017

Today marks the 10 year anniversary of Amazon's Dynamo whitepaper , a milestone that made me reflect on how much innovation has occurred in the area of databases over the last decade and a good reminder on why taking a customer obsessed approach to solving hard problems can have lasting impact beyond your original expectations.

Internet 111

Internet Internet AWS Performance 111

Scalegrid

MARCH 22, 2024

Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Yet it reveals a migration trajectory favoring multi-cloud models as companies wake up to advantages such as heightened innovation potential tied with these varied service structures.

Strategy 130

Strategy Cloud Government Innovation 130

All Things Distributed

OCTOBER 8, 2014

Let’s now look at the history behind the service and the context for new innovations that make me think that. We started with Amazon Dynamo, a simple key-value store that was built to be highly available and scalable to power various mission-critical applications in Amazon’s e-commerce platform. NoSQL and Scale.

Availability 124

Availability Performance Scalability AWS 124

High Scalability

AUGUST 24, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

Percona

DECEMBER 27, 2023

The goal is to collaboratively develop tools and programs facilitating open development and run scalable and distributed training jobs for popular frameworks such as PyTorch, TensorFlow, MPI, MXNet, PaddlePaddle, and XGBoost. This fully automated scaling and tuning will enable a serverless-like experience in our Operators and Everest.

Cloud 113

Cloud Open Source Strategy Best Practices 113

High Scalability

OCTOBER 27, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Generous free tier.

Education 100

Education DevOps Infrastructure Benchmarking 100

All Things Distributed

DECEMBER 12, 2013

We launched DynamoDB last year to address the need for a cloud database that provides seamless scalability, irrespective of whether you are doing ten transactions or ten million transactions, while providing rock solid durability and availability. Going beyond Key-Value.

Games 109

Games Scalability Database Retail 109

All Things Distributed

APRIL 9, 2015

The Amazon ML console and API provide data and model visualization tools, as well as wizards to guide you through the process of creating machine learning models, measuring their quality and fine-tuning the predictions to match your application requirements. Today Amazon Lambda is entering General Availability.

Lambda 104

Lambda Cloud IoT AWS 104

Percona

AUGUST 17, 2023

General PostgreSQL use cases In addition to being used as a backend database management system, here are other general uses of PostgreSQL software: Website applications: Because PostgreSQL can handle high volumes of data and concurrent users efficiently, it’s suitable for applications that require scalability and performance.

Open Source 98

Open Source Healthcare Social Media Database 98

Percona

OCTOBER 18, 2023

Free of vendor lock-in Vendor lock-in refers to the loss of freedom to scale, innovate, or switch to alternatives due to dependencies on a specific database vendor. Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration.

Open Source 111

Open Source Database Hardware Strategy 111

Percona

JULY 27, 2023

The release with the new features will be called the Innovation series, and MySQL 8.1.0 This could be handy for tracking query tuning and performance auditing. Now there is a long-term support (LTS) version for the more conservative and the risk-averse folk that will have a roughly two-year lifespan between major releases.

Servers 98

Servers Open Source Tuning Cache 98

O'Reilly Software

APRIL 4, 2018

The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components. These requirements impose strong scalability and resilience implications. It enables unbounded scalability as more commodity or specialized hardware can be seamlessly added to existing clusters.

Architecture 80

Architecture Scalability Google Operating System 80