5 Best Machine Learning Use Cases
Many industries are struggling with the ongoing COVID-19 pandemic, and the IT industry itself and the broader trend of transition to remote work over the last year revealed many areas where traditional approaches to managing businesses created unnecessary waste. Data science and its counterpart, machine learning, revealed that expansion in the ways technology can facilitate […]
AIOps Builds Organizational Efficiency, Survey Finds
Enterprises entered 2020 with big plans. Post-pandemic, AIOps could help them achieve those goals, according to a new research survey from Digitate and CorporateLeader. Enterprises entered 2020 with the best-laid plans; many had efforts lined up to expand their use of cloud services and continue their steady efforts to digitally transform their businesses. Then the […]
Accelerating AIOps with the Mainframe
AIOps uses artificial intelligence by combining big data, analytics and machine learning to enhance IT operations. To successfully adopt and scale AIOps, it is critical for enterprises to add the mainframe to the equation. Adopting AIOps requires a holistic approach focused on business processes and workflows. The resiliency of a workflow depends on the health […]
Measuring the Business Benefits of AIOps
Staffing levels within IT operations (ITOps) departments are flat or declining, enterprise IT environments get more complex by the day and the transition to the cloud is accelerating. Meanwhile, the volume of data generated by monitoring and alerting systems is skyrocketing, and Ops teams are under pressure to respond to incidents more quickly. Faced with […]
AI Everywhere Requires MLOps and NetDevOps to Intersect
As xOps workflows become more prevalent in IT, it’s inevitable to see overlap and intersection between them. In networking, NetDevOps has been a hot topic for the past three years. NetDevOps focuses on bringing automation, simulation and validation workflows to network operations. The goal is to reduce errors in production configuration deployment, reduce time to […]
Reserved.ai Applies Machine Learning to Rein in Cloud Costs
Reserved.ai has added a new artificial intelligence (AI) tool to more accurately predict cloud computing workloads and rein in cloud spending. The company says its Purchase Planner tool uses machine learning to optimize cloud computing workloads by automatically purchasing cloud reserve instances based on the forecasts it generates. Purchase Planner leverages the machine learning algorithms […]
Broadcom Extends AIOps Platform Reach
Broadcom today extended the reach of its artificial intelligence for IT operations (AIOps) platform to provide full-stack observability via integrations with 15 third-party data sources including Dynatrace, Datadog, AppDynamics, PagerDuty, Splunk, ServiceNow, SolarWinds and Microsoft Systems Center Operations Manager. In addition, Version 2.0 of AIOps from Broadcom now captures data at the chip level to […]
OpsRamp Makes AIOps Platform Simpler to Configure
OpsRamp today took the wraps off an update to its namesake artificial intelligence platform for IT operations (AIOps) that makes it easier for IT organizations to declaratively configure the software-as-a-service (SaaS) platform. Ciaran Byrne, vice president of product management for OpsRamp, said the goal is to enable IT teams to embrace AIOps without having to […]
How to Make a Self-Healing IT Infrastructure a Reality
In 2019, enterprises worldwide reported that every hour of infrastructure downtime cost them an average of $301,000- $400,000. If a system is down for five hours, that’s $1.5 million lost—and that’s on the low end. Five hours of downtime can impact companies for months down the road. It’s in the hands of DevOps practitioners to […]
Applitools Integrates Testing Platform With GitHub
Applitools announced today that its test automation tools have been integrated with GitHub and GitHub Actions in addition to being available on the Microsoft Visual Studio App Center. Company COO Moshe Milman said these integrations make it possible to add testing tools that incorporate machine learning algorithms, dubbed Visual AI, to a DevOps workflow using […]
Tricentis Applies Visual AI to Improve Application Testing
Tricentis this week announced it has added visual test design and automation technology based on artificial intelligence (AI) to its Tosca platform. Dave Colwell, vice president of AI and machine learning at Tricentis, said Tosca 14 automatically recognizes and identifies visual user interface elements and controls across any form factor to identify the most appropriate […]
ServiceNow Partners With IBM on AIOps
ServiceNow and IBM this week announced that the Watson artificial intelligence for IT operations (AIOps) platform from IBM will be integrated with the IT service management (ITSM) platform from ServiceNow. Pablo Stern, senior vice president for IT workflow products for ServiceNow, said once that capability becomes available later this year on the Now platform, IT […]
OutSystems Employs More AI to Accelerate Low-Code Development
OutSystems today at its online NextStep 2020 conference announced it is making more extensive use of artificial intelligence (AI) to accelerate the building and deployment of low-code applications. The company unveiled AI Assist to automate, guide and validate processes throughout the application life cycle and Architecture Dashboard, which employs machine-learning algorithms to enable IT teams […]
NVIDIA to Create AI Powerhouse by Acquiring Arm for $40B
NVIDIA has announced its intention to acquire Arm from SoftBank for $40 billion as part of an effort to create a juggernaut that will build processors optimized for artificial intelligence (AI) applications that span edge computing deployment to the cloud. Under the terms of the proposed deal, Arm will operate as a subsidiary of NVIDIA […]
Eggplant Employs AI to Surface Test Recommendations
Eggplant this week announced it has extended the capabilities of its application testing platform infused with machine and deep learning algorithms to now include recommendations to help improve tests. In addition, the latest update to the Digital Automation Intelligence (DAI) Platform makes it easier to onboard new members to an application testing team. Finally, Eggplant […]
The Role of AI, ML-Powered DevOps in Digital Transformation
Global businesses are in the midst of an enormous digital transformation wave. As we step into the realm of industry 4.0, exponential technologies are becoming a fundamental segment of traditional business settings. Despite having access to transformative technologies, however, many organizations fail to embrace disruption and harness their potential to stay ahead of the curve. […]
Juniper Networks Brings AI to SD-WANs
Juniper Networks today announced it can now apply the same artificial intelligence (AI) engine it uses to automate the management of wireless local area networks (LANs) to software-defined wide area networks (SD-WANs). Based on an AI engine that Juniper Networks gained when it acquired Mist Systems, the Juniper Mist WAN Assurance cloud service streams telemetry […]
AIOps Greasing the Wheel of Digital Security amid COVID-19
Amid the most challenging era for business infrastructures and transformations, AIOps (AI for IT Operations) can help industries operating in the digital environment to be vigilant when it comes to network operations or the digital security measures. AIOps has the potential to significantly align well with the cybersecurity needs of a company. A cybersecurity department […]
Eggplant Injects AI Into Application Testing
Eggplant has infused its automated testing platform with deep learning algorithms that automatically identify and classify user interface (UI) elements such as buttons and text fields across any platform and then generate all the automation assets needed to instantly run a test. In addition, Eggplant has made it easier to visualize the overlap between common […]
Appian Infuses Low-Code Platform With AI
Appian this week released an update to its low-code application development and deployment platform that employs artificial intelligence (AI) to recommend best next steps, including how to address cybersecurity issues. In addition, the latest version of Appian also makes it easier to incorporate robotic process automation (RPA) modules to automate rote tasks in addition to […]
Aruba Injects AIOps Into Network Management
Aruba, a Hewlett Packard Enterprise (HPE) company, this week launched a platform that leverages artificial intelligence (AI) to identify and remediate networking issues before they have an impact on end users. Patrick LaPorte, senior director of cloud and software solutions marketing, said the Aruba Edge Services Platform (ESP) applies algorithms to data collected for customer […]
How DevOps Powered by AI and Machine Learning Is Delivering Business Transformation
The use of artificial intelligence (AI) and machine learning (ML) is fundamentally changing the way we think about DevOps. Most notably, it is delivering a new form of DevOps that recognizes the need to have systems that are intelligent by design and underpinned by comprehensive security (DevSecOps). For many, this will be the crucial next […]