AWS Big Data

JUNE 3, 2024

We then guide you on swift responses to these events and provide several solutions for mitigation. Imagine you have a fleet of web servers logging performance metrics for each web request served into a Kinesis data stream with two shards and you used a request URL as the partition key. Why do we get write throughput exceeded errors?

Optimization 118

Optimization Metrics Data Processing Testing 118

O'Reilly on Data

JANUARY 17, 2023

Especially when you consider how Certain Big Cloud Providers treat autoML as an on-ramp to model hosting. Is autoML the bait for long-term model hosting? It takes a few clicks to build the model, then another few clicks to expose it as an endpoint for use in production. (Is But that’s a story for another day.) And it made sense.

Machine Learning 363

Machine Learning Predictive Modeling Software Modeling 363

IBM Big Data Hub

SEPTEMBER 28, 2023

New Relic also uses different agents for different technologies and requires multiple agents per host. There’s no guessing which agent(s) need to be installed on which hosts. IBM Instana not only captures every performance metric in real-time, it automates tracing every single user request and profiles every process.

Metrics 94

Metrics Data Processing Machine Learning Dashboards 94

Cloudera

OCTOBER 25, 2021

Another notable item is that Streams Replication Manager (SRM) will now support multi-cluster monitoring patterns and aggregate replication metrics from multiple SRM deployments into a single viewable location in Streams Messaging Manager (SMM.) A single SRM deployment can now monitor all the replication metrics for multiple target clusters.

Metrics 91

Metrics Data Processing Metadata Management 91

CIO Business Intelligence

JANUARY 7, 2025

CRAWL: Design a robust cloud strategy and approach modernization with the right mindset Modern businesses must be extremely agile in their ability to respond quickly to rapidly changing markets, events, subscriptions-based economy and excellent experience demanding customers to grow and sustain in the ever-ruthless competitive world of consumerism.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

erwin

MARCH 24, 2020

Disaster recovery is not just an event but an entire process defined as identifying, preventing and restoring a loss of technology involving a high-availability, high-value asset in which services and data are in serious jeopardy. Hardware and Software : Which assets are at risk in the event of an outage?

Modeling 97

Modeling Data Processing Software Finance 97

AWS Big Data

SEPTEMBER 22, 2023

In our infrastructure, Apache Kafka has emerged as a powerful tool for managing event streams and facilitating real-time data processing. Kafka plays a central role in the Stitch Fix efforts to overhaul its event delivery infrastructure and build a self-service data integration platform.

Management 116

Management Metrics Cost-Benefit Data Lake 116

AWS Big Data

MAY 16, 2024

Enable change streams on the Amazon DocumentDB collections Amazon DocumentDB change stream events comprise a time-ordered sequence of data changes due to inserts, updates, and deletes on your data. We use these change stream events to transmit data changes from the Amazon DocumentDB cluster to the OpenSearch Service domain.

Data Processing 118

Data Processing Data Warehouse Management Metrics 118

AWS Big Data

JANUARY 15, 2025

The applications are hosted in dedicated AWS accounts and require a BI dashboard and reporting services based on Tableau. In the past, one-to-one connections were established between Tableau and respective applications.

IoT 101

IoT Machine Learning Metadata Data-driven 101

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. These metrics help agents improve their call handle time and also reallocate agents across organizations to handle pending calls in the queue. Agent states are reported in agent-state events.

Management 118

Management Metadata Analytics Dashboards 118

AWS Big Data

AUGUST 30, 2023

In this post, we demonstrate how to publish detailed Spark metrics from Amazon EMR to Amazon CloudWatch. By default, Amazon EMR sends basic metrics to CloudWatch to track the activity and health of a cluster. Solution overview This solution includes Spark configuration to send metrics to a custom sink.

Metrics 106

Metrics Dashboards Publishing Data-driven 106

AWS Big Data

JUNE 12, 2024

Amazon SQS receives an Amazon S3 event notification as a JSON file with metadata such as the S3 bucket name, object key, and timestamp. Create an SQS queue Amazon SQS offers a secure, durable, and available hosted queue that lets you integrate and decouple distributed software systems and components.

Dashboards 110

Dashboards Visualization Sales IoT 110

Cloudera

AUGUST 16, 2021

Instead, there should be a cloud service that allows NiFi users to easily deploy their existing data flows to a scalable runtime with a central monitoring dashboard providing the most relevant metrics for each data flow. Users access the CDF-PC service through the hosted CDP Control Plane. Use KPIs to track important data flow metrics.

Dashboards 122

Dashboards Metrics KPI Data-driven 122

Cloudera

MAY 2, 2019

Last month, I moderated The Women in Big Data panel hosted by DataWorks Summit and sponsored by Women in Big Data. This was a well-attended event with five amazing guest speakers – Hilary Mason , Tina Rosario , Violeta Ciurel , Ana Gillan and Devon Edwards Joseph. Violeta spoke about the importance of metrics and KPIs.

Big Data 93

Big Data Data Science Digital Transformation Data-driven 93

AWS Big Data

DECEMBER 4, 2024

Division-level metadata management and data governance – A centrally hosted service provides domain teams with the capability to publish their data products along with relevant metadata, like business definitions and lineage. Consumer feedback and demand drives creation and maintenance of the data product.

Metadata 94

Metadata Data Governance Data Quality Data-driven 94

AWS Big Data

MARCH 7, 2024

It requires an Amazon Simple Queue Service (Amazon S3) queue that receives S3 Event Notifications. You can configure S3 buckets to raise an event any time an object is stored or modified within the bucket to be processed. For a list of supported metrics, refer to Monitoring pipeline metrics.

Data Lake 125

Data Lake Analytics Dashboards Metrics 125

AWS Big Data

MAY 16, 2024

You can use Amazon MSK as a core foundation to build a variety of real-time streaming applications and high-performance event-driven architectures. You can increase broker count or the broker size to manage the surge in traffic during peak events or decrease the instance size of brokers of the cluster to reduce capacity.

Metrics 86

Metrics Optimization Data Processing Management 86

Insight

MARCH 25, 2019

Design and code to deploy a self-hosted content delivery network. a self-hosted CDN based on Kubernetes. kubeCDN is a self-hosted content delivery network based on Kubernetes. As a self-hosted solution, you maintain complete control over your infrastructure. Check it out on GitHub: [link].

Data Processing 106

Data Processing Cost-Benefit Optimization Metrics 106

DataRobot Blog

FEBRUARY 28, 2023

This includes: Supporting Snowflake External OAuth configuration Leveraging Snowpark for exploratory data analysis with DataRobot-hosted Notebooks and model scoring. We recently announced DataRobot’s new Hosted Notebooks capability. Learn more about DataRobot hosted notebooks. launch event on March 16th.

Data Processing 72

Data Processing Experimentation Machine Learning Data Warehouse 72

Cloudera

NOVEMBER 16, 2022

I recently had the privilege of attending the CDAO event in Boston hosted by Corinium. There were several approaches on potential metrics including: Value to the end client: simplicity, more value, speed of availability. A key point of emphasis around metrics was focused on agreeing on the target metrics with business partners.

Insurance 81

Insurance Cost-Benefit Metrics Measurement 81

CIO Business Intelligence

MAY 17, 2023

More than two million people attend events at the stadium each year, according to the AFL. While best known for Aussie rules games, Marvel Stadium has also hosted some of the biggest international sporting events such as UFC, FIFA World Cup Qualifiers and international rugby union tests. Not just the best stadium experience.”

Technology 98

Technology Metrics Digital Transformation Data Processing 98

AWS Big Data

JANUARY 10, 2024

This configuration ensures consistent performance, even in the event of zonal failures, by maintaining the same capacity across all zones. This enables the service to promptly promote a standby zone to active status in the event of a failure (mean time to failover <= 1 minute), known as a zonal failover.

Metadata 110

Metadata Broadcasting Data Processing Modeling 110

IBM Big Data Hub

JANUARY 26, 2024

Instana has deeply integrated OpenTelemetry with our core product and has expanded the coverage that we provide: Full support for OTLP metrics, traces and logs in the Instana Agent and via our SaaS API. Enhancements to OpenTelemetry metrics in Instana, including support for metric labels and histogram instruments.

Metrics 84

Metrics Testing Data Processing Interactive 84

IBM Big Data Hub

MARCH 29, 2024

OpenTelemetry and Prometheus enable the collection and transformation of metrics, which allows DevOps and IT teams to generate and act on performance insights. These APIs play a key role in standardizing the collection of OpenTelemetry metrics. Metrics: Metrics define a high-level overview of system performance and health.

Metrics 75

Metrics Visualization Measurement Optimization 75

IBM Big Data Hub

FEBRUARY 15, 2024

Observability comprises a range of processes and metrics that help teams gain actionable insights into a system’s internal state by examining system outputs. The primary data classes used—known as the three pillars of observability—are logs, metrics and traces.

Metrics 66

Metrics Key Performance Indicator Snapshot KPI 66

AWS Big Data

JUNE 8, 2023

With automated alerting with a third-party service like PagerDuty , an incident management platform, combined with the robust and powerful alerting plugin provided by OpenSearch Service, businesses can proactively manage and respond to critical events. For Host , enter events.PagerDuty.com. Leave the defaults and choose Next.

Data Lake 87

Data Lake Dashboards Metrics Testing 87

CIO Business Intelligence

AUGUST 30, 2022

As for NEO, the platform generates reports on key metrics such as the performance of fragmented teams, legacy technology that needs to be updated, applications that are duplicated, and any ill-defined business processes or other issue that could affect delivery cycles, Whalley says. In-house developers who use NEO like it.

Data Processing 98

Data Processing Metrics Consulting Software 98

AWS Big Data

APRIL 7, 2023

In addition, you can visualize time series data, drill down into individual log events, and export query results to CloudWatch dashboards. You can install and configure the CloudWatch agent to collect system and application logs from EC2 instances, on-premises hosts, and containerized applications. Empty the S3 bucket you created.

Data Processing 85

Data Processing Metrics Visualization Insurance 85

IBM Big Data Hub

APRIL 15, 2024

Furthermore, organization-wide campaigns can reinforce the notion of a positive culture, involving activities like establishing a network of cybersecurity champions or hosting awareness months with diverse events. This needs to be coupled with effective metrics to measure progress and demonstrate the value.

Metrics 86

Metrics Measurement Risk Data Processing 86

AWS Big Data

MAY 16, 2024

Another example is building monitoring dashboards that aggregate the status of your DAGs across multiple Amazon MWAA environments, or invoke workflows in response to events from external systems, such as completed database jobs or new user signups. Args: region (str): AWS region where the MWAA environment is hosted.

Testing 104

Testing Metrics Interactive Management 104

CIO Business Intelligence

OCTOBER 5, 2022

Problems caused by these events are ongoing, but if addressed from a proactive rather than reactive standpoint, there are ways to mitigate their detrimental impact, especially when the analytics and processes become clear. But now they can see key metrics and concrete UPHs or KPIs. Erik Singleton. But how do they action on that?

Data-driven 126

Data-driven Data Processing Metrics Dashboards 126

Sisense

DECEMBER 11, 2019

In our Event Spotlight series, we cover the biggest industry events helping builders learn about the latest tech, trends, and people innovating in the space. This was the key learning from the Sisense event heralding the launch of Periscope Data in Tel Aviv, Israel — the beating heart of the startup nation.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

CIO Business Intelligence

JULY 31, 2024

These models allow us to predict failures early, and we forecast a 20% reduction in furnace unplanned events, improving repair times by at least two days. Ultimately, our use of AI is all about being a reliable supplier to our customers, and it’s working: last year, we had our highest ever customer experience index metrics.

Manufacturing 122

Manufacturing Cost-Benefit Digital Transformation Forecasting 122

Cloudera

OCTOBER 20, 2021

As governments gather to push forward climate and renewable energy initiatives aligned with the Paris Agreement and the UN Framework Convention on Climate Change, financial institutions and asset managers will monitor the event with keen interest. Alignment : the steps needed to adjust and determine next steps (ex.

Risk 80

Risk Modeling Risk Management Measurement 80

CIO Business Intelligence

NOVEMBER 21, 2023

Still, there is a steep divide between rogue and shadow IT, which came under discussion at a recent Coffee with Digital Trailblazers event I hosted. CIOs need a way to capture lightweight business cases or forecast business value to help prioritize new opportunities.

IT 137

IT Risk Cost-Benefit Data Science 137

AWS Big Data

AUGUST 6, 2024

Monitoring and alerting The continuous observation and analysis of system components and performance metrics to detect and address issues, optimize resource usage, and provide overall health and reliability. Web UI Amazon MWAA comes with a managed web server that hosts the Airflow UI.

Cost-Benefit 103

Cost-Benefit Metadata Snapshot Metrics 103

CIO Business Intelligence

JUNE 11, 2024

At a recent Coffee with Digital Trailblazers event that I host on Fridays at 11 am ET, we debated not if but when and how top CIOs should rebrand and recast IT’s mission. Bigger steps include defining digital KPIs markedly different from IT system uptime and ticket-based metrics. What comes first: A new brand or operating model?

IT 136

IT Digital Transformation Broadcasting Business Objectives 136