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Speedata Launches Workload Analyzer

Speedata announced the launch of Workload Analyzer.

The browser-based performance predictor tool analyzes Spark log files to help data engineers learn how to maximize workload performance, both in the cloud and on-prem.

Speedata's Workload Analyzer provides data engineers and platform administrators with valuable insights into the performance of their Spark queries. The tool demonstrates how an enterprise's workload would perform in different environments, assisting engineers in determining the impact of certain infrastructure decisions such as deploying a faster network or adding more servers.

"Our team is committed to providing enterprises with the tools needed to accelerate their big data analytics workloads," said Jonathan Friedmann, Co-Founder & CEO of Speedata. "The Workload Analyzer is one of those tools, helping businesses focus on what's working and how to improve what's not. It's designed to help data engineers optimize their analytics with available infrastructure, set realistic goals, maximize their data, and maintain their competitive edge."

The Workload Analyzer also demonstrates the performance improvement of an enterprise's data analytics workload when running on Speedata's APU. APU alleviates the main bottlenecks of data analytics, significantly improving workloads' speed and performance, dramatically reducing costs, and increasing efficiency.

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Speedata Launches Workload Analyzer

Speedata announced the launch of Workload Analyzer.

The browser-based performance predictor tool analyzes Spark log files to help data engineers learn how to maximize workload performance, both in the cloud and on-prem.

Speedata's Workload Analyzer provides data engineers and platform administrators with valuable insights into the performance of their Spark queries. The tool demonstrates how an enterprise's workload would perform in different environments, assisting engineers in determining the impact of certain infrastructure decisions such as deploying a faster network or adding more servers.

"Our team is committed to providing enterprises with the tools needed to accelerate their big data analytics workloads," said Jonathan Friedmann, Co-Founder & CEO of Speedata. "The Workload Analyzer is one of those tools, helping businesses focus on what's working and how to improve what's not. It's designed to help data engineers optimize their analytics with available infrastructure, set realistic goals, maximize their data, and maintain their competitive edge."

The Workload Analyzer also demonstrates the performance improvement of an enterprise's data analytics workload when running on Speedata's APU. APU alleviates the main bottlenecks of data analytics, significantly improving workloads' speed and performance, dramatically reducing costs, and increasing efficiency.

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

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