SQream teams with StorONE for High Performance Data Analytics

insidehpc.com | March 13, 2020

Today StorONE announced a joint solution with SQream that provides users with high-performance massive data analytics.SQream is a data analytics engine, which rapidly integrates into existing Hadoop and legacy data warehouse ecosystems. SQream can process massive amounts of data with more dimensions, significantly faster and at lower cost than traditional solutions. The performance of the storage infrastructure is critical to the overall performance of SQream’s solution. SQream found that StorONE’s S1 Enterprise Storage Platform delivers the performance their software demands, at a price their customer can afford.With the StorONE Enterprise Storage Platform, S1, SQream DB can saturate a multi-node, parallel file over 100GbE, ensuring the NVIDIA Tesla V100 GPUs the software uses are fully utilized. In addition to extreme performance, SQream DB customers benefit from StorONE’s advanced alerting and the platform’s UI, which is simple-to-use and navigate. StorONE’s alerting enables customers to receive advanced notification of any performance problems. The interface makes it easy to administer and manage the solution.

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This Data Science tutorial video will give you an idea on the life of a Data Scientist, steps involved in Data science project, roles & salary offered to a Data Scientist. Data is everywhere. In fact, the amount of digital data that exists is growing at a rapid rate doubling every two years, and changing the way we live. Data Science is basically dealing with unstructured and structured data.


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BIG DATA MANAGEMENT

Arcion Partners With Databricks for Real-Time Data Replication on the Lakehouse

Arcion | April 21, 2022

Arcion today announced a partnership to bring the world’s only cloud-native, CDC-based data replication platform to Databricks. Arcion is the first partner to offer preconfigured, validated data replication for users of Databricks through that company’s new Partner Connect program. Arcion’s product enables faster, more agile analytics and AI/ML by empowering enterprises to integrate mission-critical transactional systems with their Databricks Lakehouse in real time, at scale, and with guaranteed transactional integrity. It is the only fully managed, distributed data replication as a service on the market today, offering zero-code, zero-maintenance change data capture (CDC) pipelines that can be deployed in just minutes. It empowers data teams to move high-volume data from transactional databases like Oracle and MySQL, without a single line of code. Partner Connect makes it possible for customers to implement Arcion’s technology directly within their Databricks Lakehouse. With just a few clicks, Partner Connect automatically configures the resources necessary to begin using streaming data pipelines. Enable real-time data ingestion with powerful pipelines between Oracle, MySQL, and Snowflake (additional sources coming soon) to the Databricks Lakehouse. “Through Partner Connect, Arcion and Databricks are deepening our thriving relationship and working together to deliver a unified experience for our customers that offers simplicity, security, rock-solid reliability, and scale. Companies across the globe are using ML and advanced analytics to turn raw data into tangible business value, but they need the right tools to help them get there. Arcion helps companies unify their data by delivering it to Databricks, where everything is available in one place, with zero delay.” Arcion’s CEO Gary Hagmueller Arcion Cloud uses CDC to identify and track changes to data in transactional systems, whether they are deployed on-premise, in the cloud, or across a hybrid landscape. Arcion detects any changes made within those systems and replicates them to Databricks in real time. Capable of handling petabyte-scale integration, Arcion handles high transaction volumes easily, without adversely impacting the source system’s performance. “Arcion’s replication for Databricks’ Lakehouse provides extraordinarily rapid time to value for analytics and AI/ML,” said Adam Conway, SVP of Products at Databricks. “By making Arcion available via Partner Connect, we’re enabling thousands of Databricks customers to discover and take advantage of Arcion’s highly scalable, efficient and flexible CDC technology. With just a few clicks, users can set up a trial account and start streaming real-time data from transactional systems to their Lakehouse.” About Arcion Fortune 500 companies around the world rely on Arcion’s distributed, CDC-based data replication solution to drive fast and accurate data insights. Arcion helps enterprises eliminate slow, brittle data pipelines and high-maintenance overheads. Break down data silos through high-volume, scalable change data capture pipelines with guaranteed transactional integrity.

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BIG DATA MANAGEMENT

New Release of Talend Trust Score Enables Data Teams to Establish a Foundation for Data Health

Talend | May 09, 2022

Talend, a global leader in data integration and management, announced today at Gartner Data & Analytics Summit in London, the latest version of Talend Data Fabric. In its Spring '22 announcement, Talend will add advanced capabilities to Talend Trust Score™, including aggregation and historical views into the health of any dataset. These new features will help businesses analyze combined data quality metrics to evaluate data trust at macro and micro levels, including across all datasets, groups of datasets, or individual datasets. According to a survey taken of global executives in 2021, 78% say they face challenges in using their data, and more than a third say they simply aren't using it to make decisions. In fact, Gartner recently reported that inconsistent business outcomes due to unreliable data and poor data quality are responsible for an average of $12.8M per year in losses for organizations. As the first advanced trust score available in the industry, Talend Trust Score helps businesses assess the quality of their datasets. Talend Trust Score intelligently evaluates and scores data in Talend customer environments by using crawlers that automatically scan datasets in on-premises and cloud data warehouses such as Snowflake, AWS, Microsoft Azure, or Google. Businesses can also identify quality issues with incoming data from third-party systems/source systems and remedy them immediately, before there is a negative impact. Talend's Spring '22 enables businesses to see trends and measure data trust over time and identify data drift issues to ensure reliable information is used to drive optimal business outcomes. New features include: Talend Trust Score by Groups provides more targeted insights into the health of data assets instantly with trust score grouping via metadata. Now users can filter any group of datasets, or individual datasets, and see an aggregate trust score that can serve as an enhanced "single-pane-of-glass" view into data health. This provides a fully tailored view of datasets that are relevant to each user, for an at-a-glance view of actionable data quality metrics. Talend Trust Score Trending provides a temporal view of the health of datasets. Customers can now see trends and measure the effectiveness of data programs on an ongoing basis and surface issues that are not visible with snapshots of quality, such as data drift. Customers may scan datasets at intervals such as daily, weekly, and hourly, providing a view into dataset quality to help provide a more accurate assessment at any given time. In addition to Talend Trust Score updates, Spring '22 accelerates productivity with collaborative workflows that can serve as a conduit between users at different technical levels. Talend expands its centralized repository with Data Quality Rules in Talend Studio, a step to ensure these simple-to-configure rules are available for reuse across the Talend ecosystem, on any data, no matter its location or format. "Talend continues to raise the bar on innovation with our customers in mind. Our advancements to Talend Trust Score will help businesses understand the ongoing quality of their data and feel confident in the decisions they are making. This new product release is another step toward helping our customers leverage healthy data to achieve powerful business outcomes." Jamie Fiorda, vice president, product marketing, Talend About Talend Talend, a leader in data integration and data management, is changing the way the world makes decisions. Talend Data Fabric is the only platform that seamlessly combines an extensive range of data integration and governance capabilities to actively manage the health of corporate information. This unified approach is unique and essential to delivering complete, clean, and uncompromised data in real-time to all employees. It has made it possible to create innovations like the Talend Trust Score™, an industry-first assessment that instantly quantifies the reliability of any dataset.

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BIG DATA MANAGEMENT

Komprise Automates Unstructured Data Discovery with Smart Data Workflows

Komprise | May 20, 2022

Komprise, the leader in analytics-driven unstructured data management and mobility, today announced Komprise Smart Data Workflows, a systematic process to discover relevant file and object data across cloud, edge and on-premises datacenters and feed data in native format to AI and machine learning (ML) tools and data lakes. Industry analysts predict that at least 80% of the world’s data will be unstructured by 2025. This data is critical for AI and ML-driven applications and insights, yet much of it is locked away in disparate data storage silos. This creates an unstructured data blind spot, resulting in billions of dollars in missed big data opportunities. Komprise has expanded Deep Analytics Actions to include copy and confine operations based on Deep Analytics queries, added the ability to execute external functions such as running natural language processing functions via API and expanded global tagging and search to support these workflows. Komprise Smart Data Workflows allow you to define and execute a process with as many of these steps needed in any sequence, including external functions at the edge, datacenter or cloud. Komprise Global File Index and Smart Data Workflows together reduce the time it takes to find, enrich and move the right unstructured data by up to 80%. “Komprise has delivered a rapid way to visualize our petabytes of instrument data and then automate processes such as tiering and deletion for optimal savings,” says Jay Smestad, senior director of information technology at PacBio. “Now, the ability to automate workflows so we can further define this data at a more granular level and then feed it into analytics tools to help meet our scientists’ needs is a game changer.” Komprise Smart Data Workflows are relevant across many sectors. Here’s an example from the pharmaceutical industry: 1) Search: Define and execute a custom query across on-prem, edge and cloud data silos to find all data for Project X with Komprise Deep Analytics and the Komprise Global File Index. 2) Execute & Enrich: Execute an external function on Project X data to look for a specific DNA sequence for a mutation and tag such data as "Mutation XYZ". 3) Cull & Mobilize: Move only Project X data tagged with "Mutation XYZ" to the cloud using Komprise Deep Analytics Actions for central processing. 4) Manage Data Lifecycle: Move the data to a lower storage tier for cost savings once the analysis is complete. Other Smart Data Workflow use cases include: Legal Divestiture: Find and tag all files related to a divestiture project and move sensitive data to an object-locked storage bucket and move the rest to a writable bucket. Autonomous Vehicles: Find crash test data related to abrupt stopping of a specific vehicle model and copy this data to the cloud for further analysis. Execute an external function to identify and tag data with Reason = Abrupt Stop and move only the relevant data to the cloud data lakehouse to reduce time and cost associated with moving and analyzing unrelated data. “Whether it’s massive volumes of genomics data, surveillance data, IoT, GDPR or user shares across the enterprise, Komprise Smart Data Workflows orchestrate the information lifecycle of this data in the cloud to efficiently find, enrich and move the data you need for analytics projects. “We are excited to move to this next phase of our product journey, making it much easier to manage and mobilize massive volumes of unstructured data for cost reduction, compliance and business value.” Kumar Goswami, CEO of Komprise About Komprise Komprise is a provider of unstructured data management and mobility software that frees enterprises to easily analyze, mobilize, and monetize the right file and object data across clouds without shackling data to any vendor. With Komprise Intelligent Data Management, you can cut 70% of enterprise storage, backup and cloud costs while making data easily available to cloud-based data lakes and analytics tools.

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BIG DATA MANAGEMENT

Voxco Launches Voxco Intelligence, a No-code Data Analytics Platform to Fuel the Future of Customer Insights

Voxco | April 06, 2022

Voxco, the actionable insights platform, today announced an extension to their existing survey research platform with the launch of Voxco Intelligence. The launch comes at a time when the pandemic has transformed the way Voxco does business, with an ever-growing number of organisations realising the importance of using digital platforms to better serve their customers. After serving several major players in the retail, automotive & finance industry, Voxco Intelligence (previously Actify by Voxco) will now be available to organisations globally. The new offering - Voxco Intelligence, a no-code data analytics platform, will help organisations unlock the true potential of customer data using predictive analytics, AI & Machine learning models. Voxco Intelligence enables businesses to understand customers faster, uncover hidden insights and make effective decisions. Voxco's existing omnichannel survey capabilities and Voxco Audience (its global panel aggregation platform) will be integrated as one offering under Voxco Research. Voxco Intelligence perfectly complements Voxco Research as the two combined, ensure a seamless end-to-end solution for enterprises looking to gather feedback, measure sentiment, uncover insights & act on them. It enables organisations to fuel experiences, foster loyalty & maximise customer LTV. "Most organisations struggle with implementing customer-centric solutions due to the poor quality of data they've. Often, they also lack the technical expertise that's required to make sense of their data. Voxco Intelligence, with its AI & ML capabilities, helps them unlock their true growth potential by unifying & analysing huge volumes of siloed data, developing actionable intelligence, and enabling business transformations." Sumit Aneja, CEO, Voxco Transform experiences and survey research with Voxco Intelligence's core capabilities: Single Source of Truth Gather customer data from multiple data sources and interactive channels, filter fraudulent data, and integrate and standardise it to create a complete 360 view of your customers. Predictive Insights Analyse omnichannel customer data to understand customer needs, measure emotion, predict next behaviour & forecast business metrics in real-time Advanced Analytics Using text analytics, identify and prioritise the most pressing issues by analysing the underlying satisfaction drivers to understand customer sentiment and behavior. Real-Time Actions Combine AI and ML to recommend high-value actions to relevant teams in real-time. Voxco Intelligence also enhances efficiency with automation of manual tasks, standardisation of data for easy analysis, and improved data visibility across levels. Voxco Voxco, a leading actionable insights platform helps the world's leading brands take data driven decisions to drive growth & fuel omnichannel experiences. Using Voxco, organisations can foster loyalty, increase customer lifetime value and enhance risk management which delivers exceptional returns on investment. Over 500+ market research organisations, government & government agencies, universities and global corporations use Voxco to gather data, measure sentiment, uncover insights and act on them.

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Spotlight

This Data Science tutorial video will give you an idea on the life of a Data Scientist, steps involved in Data science project, roles & salary offered to a Data Scientist. Data is everywhere. In fact, the amount of digital data that exists is growing at a rapid rate doubling every two years, and changing the way we live. Data Science is basically dealing with unstructured and structured data.

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