Dynatrace

JANUARY 4, 2024

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. That’s where causal AI can help. Timeliness.

Government 197

Government Analytics Benchmarking Storage 197

Dynatrace

MAY 2, 2024

But only 21% said their organizations have established policies governing employees’ use of generative AI technologies. As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. Learn more about the state of AI in 2024. Learn how security improves DevOps.

Artificial Intelligence 226

Artificial Intelligence Cloud Best Practices DevOps 226

Scalegrid

JANUARY 9, 2024

As more and more enterprises incorporate cloud-based systems, ensuring their security becomes a key concern. The selection process for a suitable cloud provider is crucial as it involves aligning business objectives, regulatory requirements, and current technological infrastructure with strong cloud security measures.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

AUGUST 25, 2023

The pandemic has transformed how government agencies such as Health and Human Services (HHS) operate. The costs and challenges of technical debt Retaining older systems brings both direct and indirect costs. The costs and challenges of technical debt Retaining older systems brings both direct and indirect costs.

Government 200

Government Infrastructure Programming Cloud 200

Dynatrace

OCTOBER 10, 2023

Process Improvements (50%) The allocation for process improvements is devoted to automation and continuous improvement SREs help to ensure that systems are scalable, reliable, and efficient. Streamlining the CI/CD process to ensure optimal efficiency. These tasks collectively ensure uninterrupted production service.

Engineering 222

Engineering DevOps Innovation Strategy 222

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Shift-left using an SRE approach means that reliability is baked into each process, app and code change.

Engineering 252

Engineering DevOps Government Latency 252

Scalegrid

MARCH 8, 2024

Executing PITR requires restoring from the full backup and then applying binary log events in sequence up to the desired point in time, with advanced techniques and third-party tools available to optimize large dataset handling and automate the recovery process. Each caters to specific needs.

Database 162

Database Strategy Servers Best Practices 162

Dynatrace

DECEMBER 13, 2023

2: AI-generated code will create the need for digital immune systems. These challenges will drive organizations to develop digital immune systems that protect their software from the inside by ensuring code resilience by default. Technology prediction No. Technology prediction No.

Technology 200

Technology Technology Artificial Intelligence Analytics 200

Dynatrace

OCTOBER 17, 2023

Moreover, the system lacks flexibility, imposing strict schemas that administrators and developers must adhere to avoid additional costs. Customers find themselves confined to models that limit their ability to leverage the volume of data they possess for practical analysis. Ingest and process.

Retail 233

Retail Storage Best Practices Architecture 233

Dynatrace

AUGUST 17, 2021

Microservices are run using container-based orchestration platforms like Kubernetes and Docker or cloud-native function-as-a-service (FaaS) offerings like AWS Lambda, Azure Functions, and Google Cloud Functions, all of which help automate the process of managing microservices. To fully answer “What are microservices?”

Architecture 246

Architecture Software Software Development 246

Dynatrace

AUGUST 17, 2021

Microservices are run using container-based orchestration platforms like Kubernetes and Docker or cloud-native function-as-a-service (FaaS) offerings like AWS Lambda, Azure Functions, and Google Cloud Functions, all of which help automate the process of managing microservices. To fully answer “What are microservices?”

Architecture 243

Architecture Software Software Development 243

Dynatrace

DECEMBER 15, 2022

This transition to public, private, and hybrid cloud is driving organizations to automate and virtualize IT operations to lower costs and optimize cloud processes and systems. Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure.

Artificial Intelligence 198

Artificial Intelligence DevOps Hardware Virtualization 198

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Shift-left using an SRE approach means that reliability is baked into each process, app and code change.

Engineering 173

Engineering DevOps Government Latency 173

Dynatrace

FEBRUARY 23, 2022

DevSecOps teams can address this unsettling tradeoff by automating processes throughout the SDLC, centralizing application configuration with a shared set of tools, and using observability platforms to gain visibility into code-quality lapses, security gaps, and other software development issues.

Serverless 261

Serverless Infrastructure Innovation DevOps 261

Scalegrid

FEBRUARY 15, 2024

This process begins with an OpenSSL configuration file, a blueprint containing details like your country, state, and organization, capped with the common name that is your server’s alias. The process continues by combining the self-signed CA certificate and private key into a single.pem file.

Servers 130

Servers Best Practices Government Network 130

Dynatrace

APRIL 13, 2023

Log auditing is a cybersecurity practice that involves examining logs generated by various applications, computer systems, and network devices to identify and analyze security-related events. It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes.

Analytics 182

Analytics Java Infrastructure Cloud 182

Dynatrace

APRIL 22, 2020

All of this puts a lot of pressure on IT systems and applications. In this article, I will share some of the best practices to help you understand and survive the current situation — as well as future proof your applications and infrastructure for similar situations that might occur in the months and years to come.

Traffic 204

Traffic Ecommerce Retail Government 204

Dynatrace

NOVEMBER 20, 2023

Effectively automating IT processes is key to addressing the challenges of  complex cloud environments. Relying on manual processes results in outages, increased costs, and frustrated customers. But, as resources move off premises, IT teams can lose visibility into system performance and security issues.

AWS 206

AWS Artificial Intelligence Analytics Cloud 206

The Netflix TechBlog

DECEMBER 11, 2020

This gives us access to Netflix’s Java ecosystem, while also giving us the robust language features such as coroutines for efficient parallel fetches, and an expressive type system with null safety. The schema registry also integrates with our CI/CD systems like Spinnaker to automatically setup cloud networking for DGSs.

Architecture 249

Architecture Best Practices Engineering Open Source 249

Dynatrace

JULY 7, 2022

Monolithic software systems employ one large codebase, which includes collections of tools, software development kits, and associated development dependencies. These teams typically use standardized tools and follow a sequential process to build, review, test, deliver, and deploy code. Common problems with monolithic architecture.

Architecture 196

Architecture Serverless Azure Programming 196

O'Reilly

NOVEMBER 21, 2019

In a classic 1983 paper , cognitive psychologist Lisanne Bainbridge drew attention to a curious irony: so-called “automated” systems were, in practice, usually attended by one or more human operators. The more advanced the system, she observed, “the more crucial…the contribution of the human operator.” RPA explained.

Processing 83

Processing Programming Virtualization Technology 83

Dynatrace

SEPTEMBER 20, 2019

Federal Sales Engineer, I often find myself explaining to government customers that Dynatrace provides Software Intelligence in your data center or on-prem cloud environment, monitoring all your mission-critical systems and bringing automatic, context-aware AI power in house. Sound too good to be true? Dynatrace SaaS.

Software 122

Software Software Logistics Government 122

Percona

DECEMBER 27, 2023

Another significant issue within security concerns is the escalating complexity of modern systems, especially in platforms like Kubernetes, which highlights the need for unified threat models and scanning tools to address vulnerabilities. Creating repositories for memory-safe patterns in cloud systems to improve overall security.

Cloud 82

Cloud Open Source Strategy Best Practices 82

The Morning Paper

FEBRUARY 18, 2020

ML learning systems combine the characteristics of software, e.g. the need for CI/CD pipelines, and of data, e.g. the need to track lineage. Compared to web-scale platform use of ML, enterprise applications tend to be built by smaller teams with deeper domain expertise, but less deep algorithmic or systems expertise. Three big bets.

Government 95

Government Software Engineering Storage Database 95

Dynatrace

AUGUST 30, 2019

She was speaking about how her team is providing Visibility as a Service (VaaS) in order to continuously monitor and optimize their systems running across private and public cloud environments. A big factor in good Digital Performance is the back-end system that powers your digitally offered use-cases. Impressive results I have to say!

Cache 195

Cache Architecture Database Government 195

The Netflix TechBlog

MARCH 10, 2021

Groups beyond software engineering teams are standing up their own systems and automation. This is an amazing movement providing numerous opportunities for product innovation, but managing this growth has introduced a support burden of ensuring proper security authentication & authorization, cloud hygiene, and scalable processes.

AWS 251

AWS Cloud Games Infrastructure 251

Tasktop

OCTOBER 28, 2020

Whatever your industry, structure, methodology, tooling or processes, the Flow Framework provides a clear blueprint for practicing VSM in software delivery. Access to industry-leading research and the latest intel on defining best practices and common pitfalls in VSM. A leading U.S

Healthcare 90

Healthcare Innovation Government Best Practices 90

Dotcom-Montior

JUNE 15, 2020

Operating System Updates and Security Patches. Since the majority of gadgets are produced in China, the government of China has collaborated with the manufacturers of mobile phones, tablets, and laptops to customize operating systems, such as Windows, Android, and IOS, based on the Great Firewall’s internet security guidelines.

Monitoring 52

Monitoring Performance Artificial Intelligence Internet 52

O'Reilly

SEPTEMBER 23, 2019

Executives and decision makers can now better see the promise blockchain holds to improve business processes and facilitate creating innovative products, and, in some cases, entirely new markets. To achieve this, businesses have built up complex processes of checks and balances. Enterprise momentum builds for blockchain.

Blockchain 68

Blockchain IoT Logistics Internet 68

The Morning Paper

FEBRUARY 2, 2020

In 1931 Gödel’s Incompleteness Theorem shattered the dream, showing that for any consistent axiomatic system there will always be theorems that cannot be proven within the system. To show that a machine learning model is fair, you need information from outside of the system. Fairness, justice, and discrimination.

Metrics 109

Metrics Government Best Practices Design 109

The Agile Manager

MAY 31, 2012

Assessments are based, not on whether the decisions made are any good, but on whether they were made in accordance with what is deemed to be an appropriate process. Companies invest in "process improvement" initiatives, with a focus on establishing a common methodology. Best practices" are held out as the basis of IT governance.

Government 45

Government Best Practices Social Media Innovation 45

VoltDB

JANUARY 12, 2018

And It isn’t restricted to financial institutions; fraudsters all over the world are figuring out how to make money illegally across a wide range of industries like telco, adtech, transportation, utilities, government, healthcare, and retail. These systems are fundamentally non-transactional (they lack ACID compliance).

Database 40

Database Blockchain Healthcare Transportation 40

VoltDB

JANUARY 12, 2018

And It isn’t restricted to financial institutions; fraudsters all over the world are figuring out how to make money illegally across a wide range of industries like telco, adtech, transportation, utilities, government, healthcare, and retail. These systems are fundamentally non-transactional (they lack ACID compliance).

Database 40

Database Blockchain Healthcare Transportation 40

All Things Distributed

APRIL 5, 2012

Werner Vogels weblog on building scalable and robust distributed systems. In addition to using Edmodo to engage students in classroom activities, teachers all over the world build profile pages on Edmodo, which they use to discover and share content, meet and stay in contact with other educators, and best practices and top resources.

Innovation 146

Innovation AWS Education Network 146

O'Reilly

JUNE 15, 2023

Even if this analogy seems far fetched to you, it should give you pause when you think about the problems of AI governance. Corporations are nominally under human control, with human executives and governing boards responsible for strategic direction and decision-making. Governance is not a “once and done” exercise.

Government 98

Government Best Practices Energy Efficiency 98

The Agile Manager

JANUARY 31, 2015

In consequence, able people are not easily attracted to management roles; and so the amateurs view the professionals with often justified and frequently reciprocated contempt. -- John Kay, How a proud corporate history can lead to poor governance A business has many sub-organizations. They may be functional (sales, accounting, etc.)

Best Practices 40

Best Practices Government Hardware Efficiency 40

Tasktop

DECEMBER 18, 2019

Over the course of days she follows the flow of that ticket through departmental silos and multiple tracking systems. In the end, following her journey through that disjointed flow is as depressing as reading one of Kafka’s characters trying to navigate the byzantine government bureaucracy in The Trial.

Software Architecture 45

Software Architecture Architecture Metrics Software 45