Rocket-Powered Data Science

JULY 14, 2023

When data science was in its “early days” within businesses, the data scientists mostly worked offline with static sources (like databases or web-based reports) to build and test analytics models for potential deployment in the enterprise.

Analytics 166

Analytics Internet of Things Data Science Prescriptive Analytics 166

datapine

NOVEMBER 27, 2019

The demand for real-time online data analysis tools is increasing and the arrival of the IoT (Internet of Things) is also bringing an uncountable amount of data, which will promote the statistical analysis and management at the top of the priorities list. How can we make it happen?

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Smart Data Collective

MAY 24, 2019

Traditional apps are able to connect with certain devices on the Internet of Things. It can be difficult to resolve all known security flaws in an app after it has undergone beta testing. Many security features are not even discovered during the initial testing phase. PWAs are different.

Machine Learning 111

Machine Learning Internet of Things Testing Big Data 111

Smart Data Collective

SEPTEMBER 27, 2022

Mechanical designs are increasingly intricate, software development is ever more powerful, not to mention more and more physical products are being incorporated into the internet of things or contain distinct software. Does the platform eliminate your data silos into one accessible source of truth?

Manufacturing 134

Manufacturing Internet of Things Software Testing 134

Rocket-Powered Data Science

JULY 21, 2023

testing for hypothesized threats, behaviors, and activities), (2) Baseline (i.e., search for deviations from normal behaviors through EDA: Exploratory Data Analysis), and (3) M-ATH (i.e., This is a physical device, in the IoT (Internet of Things) family of sensors, that collects and streams data from the edge (i.e.,

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

IBM Big Data Hub

MARCH 20, 2024

artificial intelligence (AI) , edge computing, the Internet of Things (IoT) ). Development and testing A public cloud setting offers an ideal environment for developing and testing new applications compared to the traditional waterfall method, which can be far costlier and more time-consuming.

Internet of Things 88

Internet of Things Data Processing Cost-Benefit IoT 88

AWS Big Data

SEPTEMBER 11, 2024

Aruba offers networking hardware like access points, switches, routers, software, security devices, and Internet of Things (IoT) products. To learn more about the AWS services used to build modern data solutions on AWS, refer to the AWS public documentation and stay up to date through the AWS Big Data Blog.

Data Architecture 111

Data Architecture Optimization Data Warehouse Metadata 111

IBM Big Data Hub

JUNE 14, 2023

An innovative application of the Industrial Internet of Things (IIoT), SM systems rely on the use of high-tech sensors to collect vital performance and health data from an organization’s critical assets. Ensure that sensitive data remains within their own network, improving security and compliance.

Manufacturing 71

Manufacturing Technology Internet of Things Cost-Benefit 71

AWS Big Data

OCTOBER 3, 2023

In our previous post Improve operational efficiencies of Apache Iceberg tables built on Amazon S3 data lakes , we discussed how you can implement solutions to improve operational efficiencies of your Amazon Simple Storage Service (Amazon S3) data lake that is using the Apache Iceberg open table format and running on the Amazon EMR big data platform.

Optimization 126

Optimization Snapshot Data Lake Metadata 126

AWS Big Data

OCTOBER 7, 2024

In the following section we share an example test setup of a 30TB workload that we used internally, detailing the data being used and generated, along with our observations and results. As shown in the following screenshot, we tested with an index, sending approximately 30 TB of data over a period of 15 days.

Testing 111

Testing Internet of Things Data-driven Optimization 111

AWS Big Data

JUNE 3, 2024

Whether your data streaming application is collecting clickstream data from a web application or recording telemetry data from billions of Internet of Things (IoT) devices, streaming applications are highly susceptible to a varying amount of data ingestion. and 120,000 as upper limits).

Optimization 126

Optimization Metrics Data Processing Testing 126

Smart Data Collective

OCTOBER 8, 2023

Hackers often exploit these vulnerabilities to gain unauthorized access to systems, manipulate software functionality, or steal sensitive data. Regular code reviews, vulnerability scanning, and automated testing can help identify and fix these vulnerabilities before they become an issue. #2

Software 126

Software IoT Internet of Things Risk 126

AWS Big Data

AUGUST 1, 2024

This will enable right-sizing the Redshift data warehouse to meet workload demands cost-effectively. Thorough testing and performance optimization will facilitate a smooth transition with minimal disruption to end-users, fostering exceptional user experiences and satisfaction.

Data Warehouse 115

Data Warehouse KPI Optimization Cost-Benefit 115

AWS Big Data

APRIL 12, 2024

Streaming data refers to data that is continuously generated from a variety of sources. The sources of this data, such as clickstream events, change data capture (CDC), application and service logs, and Internet of Things (IoT) data streams are proliferating. Create a Kinesis data stream.

Data Architecture 119

Data Architecture IoT Internet of Things Recreation/Entertainment 119

AWS Big Data

SEPTEMBER 6, 2023

The rising trend in today’s tech landscape is the use of streaming data and event-oriented structures. They are being applied in numerous ways, including monitoring website traffic, tracking industrial Internet of Things (IoT) devices, analyzing video game player behavior, and managing data for cutting-edge analytics systems.

Testing 116

Testing Metadata Cost-Benefit Internet of Things 116

AWS Big Data

NOVEMBER 17, 2023

The scalability and flexible data schema of DynamoDB make it well-suited for a variety of use cases. These include internet-scale web and mobile applications, low-latency metadata stores, high-traffic retail websites, Internet of Things (IoT) and time series data, online gaming, and more.

Visualization 115

Visualization Metadata Testing Internet of Things 115

IBM Big Data Hub

FEBRUARY 6, 2024

Cloud-based applications and services Cloud-based applications and services support myriad business use cases—from backup and disaster recovery to big data analytics to software development. Utilize public cloud resources for short-term projects like development and testing.

Cost-Benefit 98

Cost-Benefit Digital Transformation Software Internet of Things 98

IBM Big Data Hub

JUNE 29, 2023

It integrates advanced technologies—like the Internet of Things (IoT), artificial intelligence (AI) and cloud computing —into an organization’s existing manufacturing processes. Manufacturers can also use digital twins to simulate scenarios and test configurations before implementing them. Industry 4.0

Manufacturing 54

Manufacturing Internet of Things Cost-Benefit Digital Transformation 54

AWS Big Data

AUGUST 7, 2024

In today’s landscape, data streams continuously from countless sources such as social media interactions to Internet of Things (IoT) device readings. To harness the power of this data effectively, organizations need robust systems for ingesting, processing, and analyzing streaming data at scale.

Metadata 105

Metadata Visualization Internet of Things Management 105

Sisense

OCTOBER 6, 2020

When these systems connect with external groups — customers, subscribers, shareholders, stakeholders — even more data is generated, collected, and exchanged. The result, as Sisense CEO Amir Orad wrote , is that every company is now a data company. Better together: Working with qualitative data and quantitative data.

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

Sisense

JUNE 9, 2021

Gleaning actionable intelligence from disparate data sources. Football teams rely on huge amounts of data drawn from countless sources to take their play to the next level: Internet of Things sensors and other devices connected to the internet use GPS to track players and the ball’s movement in real time.

Analytics 98

Analytics Data-driven Internet of Things Measurement 98

IBM Big Data Hub

SEPTEMBER 1, 2023

Many password attacks use social engineering to trick victims into unwittingly sharing this sensitive data. For example, some hackers—called ethical hackers—essentially impersonate cybercriminals to help organizations and government agencies test their computer systems for vulnerabilities to cyberattacks.

IoT 101

IoT Internet of Things Software Behavioral Analytics 101

IBM Big Data Hub

JUNE 20, 2023

Emerging cloud-based technology trends like artificial intelligence (AI) , the Metaverse, the Internet of Things (IoT) and edge computing are evolving at a rapid pace, seemingly adding new capabilities every few months to fundamentally transform how people and organizations interact with them.

Internet of Things 73

Internet of Things Recreation/Entertainment IoT Enterprise 73

AWS Big Data

AUGUST 6, 2024

In this post, we demonstrate how Amazon Redshift can act as the data foundation for your generative AI use cases by enriching, standardizing, cleansing, and translating streaming data using natural language prompts and the power of generative AI.

Data Warehouse 104

Data Warehouse Data-driven Modeling Internet of Things 104

AWS Big Data

JUNE 12, 2023

Organizations across the world are increasingly relying on streaming data, and there is a growing need for real-time data analytics, considering the growing velocity and volume of data being collected. test-schema-registry MSKSchemaName Name of the schema. Refer to the first stack’s output.

Management 98

Management Metadata Internet of Things Testing 98

Jen Stirrup

MAY 21, 2024

AI has become a driving force in various technologies, including robotics, big data, and the Internet of Things (IoT). AI generates lots of data, as well as ingesting data. Organisations do not always back up and test restoration of databases efficiently.

IT 69

IT Measurement Internet of Things Data-driven 69

IBM Big Data Hub

AUGUST 8, 2023

Enhance asset monitoring with Internet of Things (IoT) and artificial intelligence (AI) capabilities With everything from valves and vehicles connected by sensors and systems via the Internet of Things (IoT) , organizations can incorporate advanced analytics and artificial intelligence (AI) into their EAM and APM strategies.

Internet of Things 65

Internet of Things IoT Cost-Benefit Optimization 65

AWS Big Data

DECEMBER 13, 2023

Furthermore, we also showed how CDC data can be processed rapidly after generation, using a simple SQL interface that enables customers to perform near real-time analytics on variety of data sources (e.g., Internet-of-Things [ IoT] devices, system telemetry data, or clickstream data) from a busy website or application.

Data Warehouse 116

Data Warehouse Snapshot Data Processing Internet of Things 116

AWS Big Data

MAY 30, 2023

Traditional batch ingestion and processing pipelines that involve operations such as data cleaning and joining with reference data are straightforward to create and cost-efficient to maintain. You will also want to apply incremental updates with change data capture (CDC) from the source system to the destination.

Data Lake 98

Data Lake Data Analytics Analytics Data Processing 98

AWS Big Data

MARCH 13, 2024

The solution consists of the following interfaces: IoT or mobile application – A mobile application or an Internet of Things (IoT) device allows the tracking of a company vehicle while it is in use and transmits its current location securely to the data ingestion layer in AWS. The ingestion approach is not in scope of this post.

Analytics 122

Analytics IoT Metadata Internet of Things 122

Cloudera

AUGUST 6, 2018

Whether we like it or not, this Internet of Things is the new reality. Fox Foundation is testing a watch-type wearable device in Australia to continuously monitor the symptoms of patients with Parkinson’s disease. Our responsibility is to use this information to improve people’s lives, not invade them.

Machine Learning 50

Machine Learning Internet of Things Data-driven Big Data 50

AWS Big Data

JUNE 29, 2023

In this post, we discuss why AWS recommends moving from Kinesis Data Analytics for SQL Applications to Amazon Kinesis Data Analytics for Apache Flink to take advantage of Apache Flink’s advanced streaming capabilities. To generate the real-time sensor data, we employ the AWS IoT Device Simulator.

Data Analytics 104

Data Analytics Analytics IoT Data Lake 104

IBM Big Data Hub

JUNE 20, 2023

Digital twins allow companies to run tests and predict performance based on simulations. By coupling asset information (thanks to the Internet of Things (IoT)) with powerful analytics capabilities, businesses can now perform cost-effective preventive maintenance, intervening before a critical asset fails and preventing costly downtime.

Strategy 71

Strategy Management Cost-Benefit IoT 71

IBM Big Data Hub

JULY 26, 2023

Digital twin technology, an advancement stemming from the Industrial Internet of Things (IIoT), is reshaping the oil and gas landscape by helping providers streamline asset management, optimize performance and reduce operating costs and unplanned downtime.

Technology 52

Technology Cost-Benefit Optimization Internet of Things 52

IBM Big Data Hub

FEBRUARY 23, 2024

Integrating conversational AI into the Internet of Things (IoT) also offers vast possibilities, enabling more intelligent and interactive environments through seamless communication between connected devices. Regularly updating the AI with new data and feedback helps refine its responses and improve its interaction capabilities.

Enterprise 95

Enterprise Interactive Data-driven Key Performance Indicator 95

Cloudera

SEPTEMBER 5, 2018

While the Internet of Things (IoT) represents a significant opportunity, IoT architectures are often rigid, complex to implement, costly, and create a multitude of challenges for organizations. Integrated and tested by Cloudera, Eurotech, and Red Hat to ensure compatibility and interoperability. Modularity.

IoT 47

IoT Machine Learning Internet of Things Cost-Benefit 47

IBM Big Data Hub

MARCH 14, 2024

Apple was one of the first manufacturers to test the appetite for 5G in 2020 by offering its newest iPhone with 5G compatibility. The number of networks also continues to grow, with many popular Internet Service Providers (ISPs) like Verizon, Google and AT&T, offering 5G connectivity in both homes and businesses.

Technology 59

Technology IoT Cost-Benefit Internet of Things 59