The Agile Manager

DECEMBER 31, 2016

Employees will see replatforming as an exercise in re-creating software. and then we'll change process and organization once it's up and running. Not only is this not value-generative, it adds a layer of decision making intermediation and creates ambiguity in responsibilities for requirements, analysis, design, and prioritization.

Innovation 40

Innovation Infrastructure Engineering Software 40

Dynatrace

JULY 5, 2022

AIOps combines big data and machine learning to automate key IT operations processes, including anomaly detection and identification, event correlation, and root-cause analysis. To achieve these AIOps benefits, comprehensive AIOps tools incorporate four key stages of data processing: Collection. What is AIOps, and how does it work?

Artificial Intelligence 285

Artificial Intelligence Cloud Innovation Strategy 285

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” We heard many stories about difficulties related to data access and basic data processing. The steps can be arbitrary Python code.

Open Source 232

Open Source AWS Infrastructure Energy 232

Dynatrace

DECEMBER 10, 2020

During the recent pandemic, organizations that lack processes and systems to scale and adapt to remote workforces and increased online shopping are feeling the pressure even more. Rethinking the process means digital transformation. What are the key requirements to address these challenges?

Strategy 178

Strategy Performance Logistics Monitoring 178

Dynatrace

APRIL 21, 2022

The Azure Well-Architected Framework is a set of guiding tenets organizations can use to evaluate architecture and implement designs that will scale over time. With Dynatrace’s full-stack monitoring capabilities, organizations can assess how underlying infrastructure resources affect the application’s performance.

Azure 188

Azure Monitoring Virtualization Metrics 188

The Netflix TechBlog

DECEMBER 23, 2020

For example, the PID namespace makes it so that a process can only see PIDs in its own namespace, and therefore cannot send kill signals to random processes on the host. There are also more common capabilities that are granted to users like CAP_NET_RAW, which allows a process the ability to open raw sockets. User Namespaces.

Media 286

Media Metrics Systems Processing 286

Dynatrace

MARCH 22, 2021

As you think about how to evolve your processes to include security as an equal, third party in your development-operations partnership, it will be helpful to understand these six key ways that adopting DevSecOps can boost your entire software delivery life cycle. Security is by design, not tacked on. The result is security by design.

DevOps 155

DevOps Speed Infrastructure Best Practices 155

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” We heard many stories about difficulties related to data access and basic data processing. The steps can be arbitrary Python code.

Open Source 134

Open Source AWS Infrastructure Energy 134

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. What does a modern technology stack for streamlined ML processes look like? What: The Modern Stack of ML Infrastructure.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

Dynatrace

JUNE 1, 2021

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course, end-users that access these applications — including a company’s customers and employees. Improved infrastructure utilization. What does APM stand for?

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Testsigma

JANUARY 6, 2022

Robust and secure infrastructure saves the day. In such a case, the infrastructure is required to be robust and stable to provide 24*7 available testing environments for automation testing. Tracking the processes to plan better. helps in having a clear picture of the testing process.

Testing 52

Testing Internet Internet Testing Tools 52

Adrian Cockcroft

NOVEMBER 11, 2019

There are many possible failure modes, and each exercises a different aspect of resilience. Another problem is that a design control, intended to mitigate a failure mode, may not work as intended. Staff should be familiar with recovery processes and the behavior of the system when it’s working hard to mitigate failures.

Latency 52

Latency Engineering Systems Hardware 52

Adrian Cockcroft

NOVEMBER 11, 2019

There are many possible failure modes, and each exercises a different aspect of resilience. Another problem is that a design control, intended to mitigate a failure mode, may not work as intended. Staff should be familiar with recovery processes and the behavior of the system when it’s working hard to mitigate failures.

Latency 53

Latency Engineering Systems Hardware 53

The Morning Paper

JANUARY 23, 2020

A technique called process tracing was employed to try and recover "a record of participant data acquisition, situation assessment, knowledge activation, expectations, intentions, and actions as the case unfolds over time." " Five infrastructure engineers and 3 product engineers were involved in the incident.

Internet 53

Internet Internet Cache Engineering 53

All Things Distributed

OCTOBER 2, 2017

Our straining database infrastructure on Oracle led us to evaluate if we could develop a purpose-built database that would support our business needs for the long term. So, we set out to build a fully hosted AWS database service based upon the original Dynamo design. This was the genesis of the Amazon Dynamo database.

Internet 128

Internet Internet AWS Performance 128

Tasktop

OCTOBER 30, 2019

He demonstrated how a more elegant functional design—combining immutability, purity, and duality of code and data—can save larger enterprises millions of dollars, as demonstrated by his previous work at Walmart. Compliance by design is a cool concept, makes life easier for developers. I was like, “Wow! What’s next? Roberts agreed.

DevOps 8

DevOps Education Innovation Metrics 8

All Things Distributed

NOVEMBER 21, 2017

Amazon ElastiCache embodies much of what makes fast data a reality for customers looking to process high volume data at incredible rates, faster than traditional databases can manage. Developers love the performance, simplicity, and in-memory capabilities of Redis, making it among the most popular NoSQL key-value stores.

Games 112

Games Retail Latency Education 112

The Morning Paper

JULY 4, 2019

This is a fascinating paper from members of Netflix’s Resilience Engineering team describing their chaos engineering initiatives: automated controlled experiments designed to verify hypotheses about how the system should behave under gray failure conditions, and to probe for and flush out any weaknesses. Safeguards. On error rates.

Latency 77

Latency Engineering Metrics Traffic 77

All Things Distributed

NOVEMBER 15, 2010

From financial processing and traditional oil & gas exploration HPC applications to integrating complex 3D graphics into online and mobile applications, the applications of GPU processing appear to be limitless. Because of its focus on latency, the generic CPU yielded rather inefficient system for graphics processing.

AWS 136

AWS Latency Programming Architecture 136

O'Reilly Software

MARCH 7, 2018

Although the ideas of reactive and streaming are nowhere near new, and keeping in mind that mere novelty doesn’t imply greatness, it is safe to say they have proven themselves and matured enough to see many programming languages, platforms, and infrastructure products embrace them fully. The past and present of enterprise integration.

Transportation 72

Transportation Java Programming Architecture 72