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Pepperdata Introduces Query Spotlight

Pepperdata announced the availability of Query Spotlight, a new product in their big data analytics performance suite.

Query Spotlight makes it easy for operators and developers to understand the detailed performance characteristics of their query workloads together with infrastructure-wide issues that impact these workloads. With this new functionality, query workloads can be tuned, debugged and optimized for better performance and reduced costs, both in the cloud and on premises.

Query Spotlight simultaneously provides detailed information on query resource utilization, along with detailed database views. Query Spotlight details execution plan skew, poorly optimized queries and historical runtime variance so operations teams can remediate issues as they arise. Query Spotlight also highlights hot partitions, outdated table statistics, and other system and storage issues.

Enterprise customers report that queries are a significant portion of their analytics workloads, and the performance of these workloads is critical. Query Spotlight lets IT and applications teams easily identify the most expensive queries and quickly optimize their performance.

Query Spotlight provides a 360-degree view, enabling visibility between executing queries and the database tables they access.

Benefits include:

- Detailed visibility into query workloads, including delayed and most expensive queries as well as wasted CPU and memory queries, enabling root cause analysis

- A single dashboard for a time-correlated view of your query, database and infrastructure metrics to better understand and manage utilization and performance, including query run summaries, tables accessed and query plans mapped to execution stages

- Faster problem resolution through improved visibility and immediate feedback through real-time metrics

- On premises and cloud resource monitoring, with detailed query cost information

- Support for Hive, IBM BigSQL, Redshift and Snowflake

"Queries represent more than 50% of the analytics workloads in today's big data environments. Working closely with our customers we have identified key issues they face with queries in their deployments. We are confident that Query Spotlight solves these pain points. Query Spotlight provides targeted insight into query execution, giving customers the answers they need to dramatically increase performance and rapidly decrease costs," said Ash Munshi, CEO, Pepperdata.

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Pepperdata Introduces Query Spotlight

Pepperdata announced the availability of Query Spotlight, a new product in their big data analytics performance suite.

Query Spotlight makes it easy for operators and developers to understand the detailed performance characteristics of their query workloads together with infrastructure-wide issues that impact these workloads. With this new functionality, query workloads can be tuned, debugged and optimized for better performance and reduced costs, both in the cloud and on premises.

Query Spotlight simultaneously provides detailed information on query resource utilization, along with detailed database views. Query Spotlight details execution plan skew, poorly optimized queries and historical runtime variance so operations teams can remediate issues as they arise. Query Spotlight also highlights hot partitions, outdated table statistics, and other system and storage issues.

Enterprise customers report that queries are a significant portion of their analytics workloads, and the performance of these workloads is critical. Query Spotlight lets IT and applications teams easily identify the most expensive queries and quickly optimize their performance.

Query Spotlight provides a 360-degree view, enabling visibility between executing queries and the database tables they access.

Benefits include:

- Detailed visibility into query workloads, including delayed and most expensive queries as well as wasted CPU and memory queries, enabling root cause analysis

- A single dashboard for a time-correlated view of your query, database and infrastructure metrics to better understand and manage utilization and performance, including query run summaries, tables accessed and query plans mapped to execution stages

- Faster problem resolution through improved visibility and immediate feedback through real-time metrics

- On premises and cloud resource monitoring, with detailed query cost information

- Support for Hive, IBM BigSQL, Redshift and Snowflake

"Queries represent more than 50% of the analytics workloads in today's big data environments. Working closely with our customers we have identified key issues they face with queries in their deployments. We are confident that Query Spotlight solves these pain points. Query Spotlight provides targeted insight into query execution, giving customers the answers they need to dramatically increase performance and rapidly decrease costs," said Ash Munshi, CEO, Pepperdata.

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Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

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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 ...

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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 ...

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