Dynatrace

JULY 6, 2022

Ultimately, IT automation can deliver consistency, efficiency, and better business outcomes for modern enterprises. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. IT automation tools can achieve enterprise-wide efficiency. Read eBook now!

Artificial Intelligence 194

Artificial Intelligence Tuning Strategy Big Data 194

Dynatrace

APRIL 21, 2023

State and local agencies must spend taxpayer dollars efficiently while building a culture that supports innovation and productivity. APM helps ensure that citizens experience strong application reliability and performance efficiency. million annually through retiring legacy technology debt and tool rationalization.

Government 164

Government Infrastructure Innovation Monitoring 164

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

The Netflix TechBlog

JUNE 30, 2020

In an effort to effectively and efficiently produce this content we are looking to improve and automate many areas of the production process. We combine our entertainment knowledge and our technical expertise to provide innovative technical solutions from the initial pitch of an idea to the moment our members hit play.

Engineering 238

Engineering Entertainment Logistics Innovation 238

The Netflix TechBlog

AUGUST 10, 2020

and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families.

Innovation 239

Innovation Traffic Network Efficiency 239

The Netflix TechBlog

NOVEMBER 14, 2023

This approach ensures data processing is both efficient and accurate. As we continue to innovate, Netflix’s data platform team is focused on creating a comprehensive solution for incremental processing use cases. Stay tuned for a new post on this!

Tuning 244

Tuning Processing C++ Efficiency 244

Brendan Gregg

DECEMBER 31, 2017

My last talk for 2017 was at AWS re:Invent, on "How Netflix Tunes EC2 Instances for Performance," an updated version of my [2014] talk. Our team looks after the BaseAMI, kernel tuning, OS performance tools and profilers, and self-service tools like Vector. We help where we can. Check them out. html [Introducing Nitro]: [link]

Tuning 61

Tuning AWS Best Practices Network 61

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. Application security has historically been addressed after development is completed.

DevOps 274

DevOps Best Practices Open Source Tuning 274

Brendan Gregg

DECEMBER 30, 2017

My last talk for 2017 was at AWS re:Invent, on "How Netflix Tunes EC2 Instances for Performance," an updated version of my [2014] talk. Our team looks after the BaseAMI, kernel tuning, OS performance tools and profilers, and self-service tools like Vector. We help where we can. Check them out. html [Introducing Nitro]: [link]

Tuning 52

Tuning AWS Best Practices Network 52

Percona

DECEMBER 27, 2023

Consequently, they might miss out on the benefits of integrating security into the SDLC, such as enhanced efficiency, speed, and quality in software delivery. Customers will increasingly prioritize AI efficiency and education to tackle legal and ethical concerns. It’s worry-free and doesn’t require human intervention.

Cloud 76

Cloud Open Source Strategy Best Practices 76

Dynatrace

NOVEMBER 15, 2021

Log analytics also help identify ways to make infrastructure environments more predictable, efficient, and resilient. Log analysis can reveal potential bottlenecks and inefficient configurations so teams can fine-tune system performance. Accelerated innovation. Together, they provide continuous value to the business.

Analytics 214

Analytics Monitoring Artificial Intelligence DevOps 214

Dynatrace

FEBRUARY 8, 2021

Putting logs into context with metrics, traces, and the broader application topology enables and improves how companies manage their cloud architectures, platforms and infrastructure, optimizing applications and remediate incidents in a highly efficient way. Manual troubleshooting is painful, hurts the business, and slows down innovation.

Cloud 261

Cloud Azure Analytics AWS 261

Dynatrace

NOVEMBER 24, 2020

Allowing architectures to be nimble and evolve over time, allowing organizations to take advantage of innovations as a standard practice. Stay tuned. AWS 5-pillars. Well-Architected Framework design principles include: Using data to inform architectur al choices and improvements over time. Fully conceptualizing capacity requirements.

AWS 146

AWS Artificial Intelligence Best Practices Lambda 146

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. 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 237

Cloud Media Storage Cache 237

Dynatrace

OCTOBER 28, 2021

Once established, chaos engineering becomes an effective way to fine tune service-level indicators and objectives, improve alerting, and build more efficient dashboards, so you know you are collecting all the data you need to accurately observe and analyze your environment. Accelerates innovation. Advances collaboration.

Engineering 231

Engineering Entertainment Cloud Infrastructure 231

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 171

Media Innovation Metrics Latency 171

Scalegrid

JANUARY 11, 2024

Continuous cloud monitoring enables real-time detection and response to incidents, with best practices highlighting the importance of assessing cloud service providers, adopting layered security, and leveraging automation for efficient scanning and monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint.

AWS 52

AWS Energy IoT Best Practices 52

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. B) Efficient use of memory We should optimize for sparse linear algebra.

Engineering 174

Engineering Design Innovation Java 174

Dynatrace

MAY 17, 2022

This solution offers both maximum efficiency and adherence for the toughest privacy or compliance demands. Cloud Native Full Stack injection provides a rock-solid foundation for us to plan the next set of Dynatrace innovations. Stay tuned for more awesome Dynatrace Kubernetes announcements throughout the year.

Availability 322

Availability Scalability Cloud Metrics 322

The Netflix TechBlog

AUGUST 17, 2023

The tool provides an efficient way for creatives (photo editors, artwork designers, etc.) Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View. To learn more about MUP, please see a previous blog post from our team: Building a Media Understanding Platform for ML Innovations.

Media 169

Media Scalability Architecture Strategy 169

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 75

Open Source Healthcare Social Media Database 75

Dynatrace

MAY 27, 2021

In this article, I take a deeper look into continuous delivery (CD), and describe how this phase of the process is the key to achieving greater efficiency in your software development life cycle. This rapid feedback enables developers to stay focused on innovation instead of managing infrastructure. Testing quality improves.

Best Practices 130

Best Practices DevOps Open Source Cloud 130

Dynatrace

SEPTEMBER 29, 2021

Containers are the key technical enablers for tremendously accelerated deployment and innovation cycles. For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability. But first, some background. Why containers? Watch webinar now!

Open Source 307

Open Source Traffic DevOps Cloud 307

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.

Lambda 214

Lambda Serverless AWS Mobile 214

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Convolutional Capsule primitives can be implemented reasonably efficiently on CPU but problems arise on accelerators (e.g. GPU and TPU).

Systems 87

Systems Tuning Programming Innovation 87

SQL Performance

JANUARY 23, 2020

Tom Davidson, Opening Microsoft's Performance-Tuning Toolbox SQL Server Pro Magazine, December 2003. Waits and Queues has been used as a SQL Server performance tuning methodology since Tom Davidson published the above article as well as the well-known SQL Server 2005 Waits and Queues whitepaper in 2006. The Top Queries That Weren't.

Tuning 115

Tuning Servers Monitoring Hardware 115

All Things Distributed

MARCH 19, 2018

By designing algorithms that operate efficiently on different types of hardware, our algorithms gain record speeds and efficiency. Post-training model tuning and rich states. Processing massively scalable datasets in a streaming manner poses a challenge for model tuning, also known as hyperparameter optimization (HPO).

Scalability 159

Scalability Hardware AWS Tuning 159

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. This is where you will fine-tune authentication mechanisms, storage paths, security policies, and memory allocation settings to optimize them for your specific use case(s).

Open Source 88

Open Source Database Hardware Strategy 88

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. One single platform drives efficient DevSecOps collaboration and automated vulnerability management. Stay tuned – this is only the start.

Cloud 294

Cloud Open Source Internet Internet 294

The Morning Paper

NOVEMBER 10, 2019

Here are the bombshell paragraphs: Our datacenter applications seek ever more CPU-efficient and lower-latency communication, which Pony Express delivers. Rather than reimplement TCP/IP or refactor an existing transport, we started Pony Express from scratch to innovate on more efficient interfaces, architecture, and protocol.

Network 92

Network Transportation Latency Entertainment 92

Dynatrace

MAY 15, 2020

But outdated security practices pose a significant barrier even to the most efficient DevOps initiatives. In the future you will see even more innovation from Dynatrace in this space so please stay tuned. Modern DevOps permits high velocity development cycles resulting in weekly, daily, or even hourly software releases.

Government 231

Government DevOps Infrastructure Network 231

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. Our Infrastructure Security team leverages Python to help with IAM permission tuning using Repokid. We are proud to say that our team’s tools are built primarily in Python.

Open Source 279

Open Source Network Infrastructure Big Data 279

Tasktop

MAY 24, 2021

Citing the Navy’s “leadership factory”, he encouraged attendees to focus on tuning a system for building leaders, to give them the responsibility and ownership to hone their skills and come back “stronger” from missions. The right leader matters, as retired Admiral John Richardson attested. And their popularity is on the rise.

DevOps 91

DevOps Metrics Healthcare Innovation 91

Dynatrace

AUGUST 29, 2019

Once we can build high-quality software, faster, and more often, the Fully Automated Delivery Pipeline is there to ensure we can get that functionality to our users in an efficient and safe way. Where to next?

Cloud 142

Cloud DevOps Strategy Monitoring 142

The Morning Paper

OCTOBER 18, 2020

How can learned sort be adapted to make it cache-efficient? The main innovation the authors introduce here is the use of linear spline fitting for training (as opposed to e.g. linear regression with an MSE loss function). Sympathy for the machine. The solution is to change the first pass of Learned Sort into a cascading Bucket Sort.

Cache 137

Cache C++ Java Tuning 137