Dynatrace

NOVEMBER 1, 2022

MTTF measures the reliability of a network and durability of its hardware. But effectively managing incident response at the scale of modern multicloud environments requires a platform approach that uses artificial intelligence for IT operations (AIOps) and automation. When the asset fails, the team replaces it.

DevOps 276

DevOps Artificial Intelligence Metrics Network 276

O'Reilly

MARCH 11, 2025

These smaller distilled models can run on off-the-shelf hardware without expensive GPUs. Spending a little money on high-end hardware will bring response times down to the point where building and hosting custom models becomes a realistic option. The same model will run in the cloud at a reasonable cost without specialized servers.

Artificial Intelligence 60

Artificial Intelligence Infrastructure Government Games 60

Dynatrace

OCTOBER 2, 2023

Limits of a lift-and-shift approach A traditional lift-and-shift approach, where teams migrate a monolithic application directly onto hardware hosted in the cloud, may seem like the logical first step toward application transformation. However, the move to microservices comes with its own challenges and complexities.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

NOVEMBER 15, 2021

Logs can include data about user inputs, system processes, and hardware states. As solutions have evolved to leverage artificial intelligence, the variety of use cases has extended beyond break-fix scenarios to address a wide range of technology and business concerns. Use cases for log monitoring and log analytics.

Analytics 264

Analytics Monitoring DevOps Artificial Intelligence 264

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Observability is also a critical capability of artificial intelligence for IT operations (AIOps).

Metrics 363

Metrics Open Source Monitoring Cloud 363

O'Reilly

MARCH 11, 2025

It is the ability to decide what is new and unexpected and to shape what matters to people that is the heart of creative intelligence not just in the arts but in business and in politics. we have invented artificial volition as well as artificial intelligence), it will be directed by humans.

Artificial Intelligence 52

Artificial Intelligence Hardware Website Media 52

KeyCDN

FEBRUARY 22, 2023

Artificial intelligence and machine learning Artificial intelligence (AI) and machine learning (ML) are becoming more prevalent in web development, with many companies and developers looking to integrate these technologies into their websites and web applications. Source: web.dev 2.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

ACM Sigarch

APRIL 26, 2018

Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions. HPU: Holographic Processing Unit (HPU) is the specific hardware of Microsoft’s Hololens. GPU can also be considered as a special SPU.

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

All Things Distributed

SEPTEMBER 4, 2017

In the case of artificial intelligence (AI) and machine learning (ML), this is different. The management consultants at McKinsey expect that the global market for AI-based services, software and hardware will grow annually by 15-25% and reach a volume of around USD 130 billion in 2025. That is understandable.

Artificial Intelligence 113

Artificial Intelligence Transportation Education Airlines 113

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. They maintain fault tolerance and redundancy by replicating this information throughout various nodes in the system.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

JANUARY 21, 2025

Taking protective measures like these now could protect both your data and hardware from future harm down the line. Monitoring these facets closely can help guard against malicious attacks on your system by keeping track of changes in their status or new risks emerging. Its equally important to put preventative measures in place.

Strategy 130

Strategy Monitoring Latency DevOps 130

O'Reilly

NOVEMBER 28, 2023

That pricing won’t be sustainable, particularly as hardware shortages drive up the cost of building infrastructure. These models are typically smaller (7 to 14 billion parameters) and easier to fine-tune, and they can run on very limited hardware; many can run on laptops, cell phones, or nanocomputers such as the Raspberry Pi.

Open Source 125

Open Source Google Artificial Intelligence Infrastructure 125

Scalegrid

JANUARY 8, 2024

Understanding Multi-Cloud and Hybrid Cloud Cloud computing has revolutionized the IT industry, offering a host of advantages including cost-effectiveness, increased agility, and access to cutting-edge hardware. In this scenario, two notable models – multi-cloud and hybrid cloud have emerged. But what do these entail?

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Scalegrid

DECEMBER 21, 2023

Taking protective measures like these now could protect both your data and hardware from future harm down the line. Monitoring these facets closely can help guard against malicious attacks on your system by keeping track of changes in their status or new risks emerging. It’s equally important to put preventative measures in place.

Strategy 130

Strategy Monitoring Latency DevOps 130

O'Reilly

SEPTEMBER 19, 2023

Doubly so as hardware improved, eating away at the lower end of Hadoop-worthy work. And then there was the other problem: for all the fanfare, Hadoop was really large-scale business intelligence (BI). Google goes a step further in offering compute instances with its specialized TPU hardware.

Hardware 116

Hardware Storage Big Data Blockchain 116

All Things Distributed

DECEMBER 20, 2017

Developments like cloud computing, the internet of things, artificial intelligence, and machine learning are proving that IT has (again) become a strategic business driver. Marketers use big data and artificial intelligence to find out more about the future needs of their customers.

Artificial Intelligence 70

Artificial Intelligence Social Media Logistics AWS 70

Abhishek Tiwari

DECEMBER 27, 2017

Apache Arrow's in-memory columnar layout is specifically optimized for data locality for better performance on modern hardware like CPUs and GPUs. Data solution vendors like SnapLogic and Informatica are already developing machine learning and artificial intelligence (AI) based smart data integration assistants.

Big Data 49

Big Data Artificial Intelligence Storage Hardware 49

Dotcom-Montior

JUNE 15, 2020

The censorship and monitoring of internet have evolved from anti-virus-like and firewall software to hardware security patches for all devices that uses internet. The firewall’s artificial intelligence (AI) technology analyzes website keywords and meta tags then whitelists or blacklists the URL or IP address.

Monitoring 52

Monitoring Performance Internet Internet 52

Abhishek Tiwari

DECEMBER 13, 2017

Jeff is a Google Senior Fellow in the Google Brain team and widely known as a pioneer in artificial intelligence (AI) and deep learning community. More importantly, if this works out well, this could lead to a radical improvement in performance by leveraging hardware trends such as GPUs and TPUs. Learned indexes.

Artificial Intelligence 40

Artificial Intelligence Hardware Google Benchmarking 40

Testsigma

MAY 19, 2021

Infrastructure as a Service is the term used for those cloud-based solutions that provide complete infrastructure to the users including all the overheads, hardware, and networking facilities. SaaS does not need you to manage hardware or other requirements such as OS and middleware. Infrastructure as a Service (IaaS).

DevOps 59

DevOps Cloud Artificial Intelligence Infrastructure 59

VoltDB

JUNE 26, 2024

High implementation costs Implementing intelligent manufacturing systems involves significant investment in several technologies, including automation, IoT, AI, edge computing, and real-time data platforms.

IoT 52

IoT Analytics Artificial Intelligence Energy 52

O'Reilly

JULY 20, 2021

Until we acknowledge that hardware put in a home is different from a cloud service, we will never get it right. This is a collision between the expectations of consumers who put something in their home; those expectations run directly against the way rent-to-use services are pitched. Lots of problems, now what?

Google 130

Google Games Technology Technology 130

O'Reilly

JANUARY 16, 2024

software” rather than “hardware” in our brains). My folk theory is that speaking and listening are hard-wired into our brain’s innate language circuitry, but writing and reading are learned skills (i.e.,

Internet 87

Internet Internet Entertainment Design 87

The Agile Manager

FEBRUARY 29, 2020

Nokia and Blackberry were not. * * * Earlier this week, Wolfgang Münchau posited that the European Union is at a cultural disadvantage to the United States and China in the field of Artificial Intelligence. The dominant sentiment in modern-day Europe is anxiety. Its defining need is protection.

Artificial Intelligence 52

Artificial Intelligence Social Media Automotive Mobile 52

All Things Distributed

NOVEMBER 30, 2016

We are in the early days of machine learning and artificial intelligence. We want to enable all types of developers to build intelligence in to their applications. And, because Amazon Rekognition accepts Amazon S3 URLs, it is a huge time-saver for them to detect objects, scenes, and faces without having to move images around.

AWS 153

AWS Lambda Artificial Intelligence Mobile 153