IT engineers and executives are responsible for system reliability and availability. The volume of data can make it hard to be proactive and fix issues quickly. With over a decade of experience in the field, I know the importance of IT operations analytics and how it can help identify incidents and enable agile responses ...
For businesses with vast and distributed computing infrastructures, one of the main objectives of IT and network operations is to locate the cause of a service condition that is having an impact. The more human resources are put into the task of gathering, processing, and finally visual monitoring the massive volumes of event and log data that serve as the main source of symptomatic indications for emerging crises, the closer the service is to the company's source of revenue ...
Our digital economy is intolerant of downtime. But consumers haven't just come to expect always-on digital apps and services. They also expect continuous innovation, new functionality and lightening fast response times. Organizations have taken note, investing heavily in teams and tools that supposedly increase uptime and free resources for innovation. But leaders have not realized this "throw money at the problem" approach to monitoring is burning through resources without much improvement in availability outcomes ...
Although 83% of businesses are concerned about a recession in 2023, B2B tech marketers can look forward to growth — 51% of organizations plan to increase IT budgets in 2023 vs. a narrow 6% that plan to reduce their spend, according to the 2023 State of IT report from Spiceworks Ziff Davis ...
Users have high expectations around applications — quick loading times, look and feel visually advanced, with feature-rich content, video streaming, and multimedia capabilities — all of these devour network bandwidth. With millions of users accessing applications and mobile apps from multiple devices, most companies today generate seemingly unmanageable volumes of data and traffic on their networks ...
In Italy, it is customary to treat wine as part of the meal ... Too often, testing is treated with the same reverence as the post-meal task of loading the dishwasher, when it should be treated like an elegant wine pairing ...
In order to properly sort through all monitoring noise and identify true problems, their causes, and to prioritize them for response by the IT team, they have created and built a revolutionary new system using a meta-cognitive model ...
As we shift further into a digital-first world, where having a reliable online experience becomes more essential, Site Reliability Engineers remain in-demand among organizations of all sizes ... This diverse set of skills and values can be difficult to interview for. In this blog, we'll get you started with some example questions and processes to find your ideal SRE ...
US government agencies are bringing more of their employees back into the office and implementing hybrid work schedules, but federal workers are worried that their agencies' IT architectures aren't built to handle the "new normal." They fear that the reactive, manual methods used by the current systems in dealing with user, IT architecture and application problems will degrade the user experience and negatively affect productivity. In fact, according to a recent survey, many federal employees are concerned that they won't work as effectively back in the office as they did at home ...
Users today expect a seamless, uninterrupted experience when interacting with their web and mobile apps. Their expectations have continued to grow in tandem with their appetite for new features and consistent updates. Mobile apps have responded by increasing their release cadence by up to 40%, releasing a new full version of their app every 4-5 days, as determined in this year's SmartBear State of Software Quality | Application Stability Index report ...
In this second part of the blog series, we look at how adopting AIOps capabilities can drive business value for an organization ...
ITOPS and DevOps is in the midst of a surge of innovation. New devices and new systems are appearing at an unprecedented rate. There are many drivers of this phenomenon, from virtualization and containerization of applications and services to the need for improved security and the proliferation of 5G and IOT devices. The interconnectedness and the interdependencies of these technologies also greatly increase systems complexity and therefore increase the sheer volume of things that need to be integrated, monitored, and maintained ...
IT talent acquisition challenges are now heavily influencing technology investment decisions, according to new research from Salesforce's MuleSoft. The 2022 IT Leaders Pulse Report reveals that almost three quarters (73%) of senior IT leaders agree that acquiring IT talent has never been harder, and nearly all (98%) respondents say attracting IT talent influences their organization's technology investment choices ...
The findings of the 2022 Observability Forecast offer a detailed view of how this practice is shaping engineering and the technologies of the future. Here are 10 key takeaways from the forecast ...
Data professionals are spending 40% of their time evaluating or checking data quality and that poor data quality impacts 26% of their companies' revenue, according to The State of Data Quality 2022, a report commissioned by Monte Carlo and conducted by Wakefield Research ...
Statistically speaking, every year, slow-loading websites cost a staggering $2.6 billion in losses to their owners. Also, about 53% of the website visitors on mobile are likely to abandon the site if it takes more than 3 seconds to load. This is the reason why performance testing should be conducted rigorously on a website or web application in the SDLC before deployment ...
The hierarchical temporal memory (HTM) algorithm has proven exceptionally good at detecting and predicting anomalies and reducing noise, often up to 90%, by providing the critical context needed to identify incidents before they happen. It can detect anomalies in signals beyond low and high thresholds, such as signal frequency changes that reflect changes in the behavior of the underlying systems ...
Despite the challenges of the last two years, enterprises have made significant progress with digital transformation — 79% of enterprises have made significant, transformative or even revolutionary improvements to the end user experience through digital transformation over the past year, compared to 73% in 2019 and 72% in 2020, according to Digital Transformation — Lessons Learned and Strategic Setbacks, a global survey conducted by Couchbase ...
For organizations to be successful with SRE, they must also transform the culture and human side within their organization. This cultural shift and new way of thinking must happen across IT and the business. The Global SRE Pulse 2022 report offers a deep look into the state and trends that are shaping SRE now and looking forward. With more than 460 survey responses from SRE professionals at organizations of all sizes, we've identified four top takeaways from the Global SRE Pulse report ...
Anomaly detection algorithms are a class of learning algorithms (LAs) that detect anomalous behavior in underlying time series data ... Deploying the right anomaly detection algorithm across a time series data source, like performance management systems, is a better approach than simple threshold-based eventing ...
