SphereEx provides enterprises with distributed data service infrastructures and products/solutions to address challenges from increasing database fragmentation. It was founded in 2021 by the team behind Apache ShardingSphere, an open-source project providing data sharding and distributed solutions. SphereEx's products include solutions for distributed databases, data security, online stress testing, and its commercial version provides enhanced capabilities over the open-source version.
GTX's $25M pitch deck: new crypto exchange by 3AC & CoinFLEX foundersPitch Decks
The founders of the now-defunct crypto hedge fund, Three Arrows Capital (3AC) and co-founders of CoinFLEX (which filed for restructuring last year) are teaming up to raise $25 million to establish a new crypto exchange called GTX.
The launch of this new exchange comes two months after the infamous collapse of leading crypto exchange FTX, which left over a million creditors without compensation. The name of the exchange, GTX, is even a play on FTX, with one pitch deck opening with the line “because G comes after F.”
Regardless of the surrounding controversy, the GTX pitch deck offers unique insight into how repeat founders can bounce back from a failed startup and raise funding from investors for new ventures:
Read more: vip.graphics/gtx-pitch-deck
See details: bestpitchdeck.com/gtx
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Coinbase pitch deck designed by Zlides
Want to create a pitch deck that inspires your audience? Get your FREE presentation kit designed by Zlides: http://bit.ly/slideshare_zlides
Pitch Deck Teardown: Rootine's $10M Series A deckHajeJanKamps
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Pitch Deck Teardown: Honeycomb 's $50M Series D deckHajeJanKamps
This document summarizes Honeycomb, an observability platform. It discusses Honeycomb's strong growth over 4 years, with 2x+ annual growth and becoming a leader in the Gartner Magic Quadrant. Honeycomb is uniquely built for today's complex, cloud-native applications and collects billions of traces with rich metadata. In 2022, observability became more prominent with the growth of the OpenTelemetry project. The document outlines Honeycomb's advantages over traditional logging and monitoring tools and how it has helped customers like Vanguard improve availability and reduce costs. Going forward, Honeycomb aims to continue its leadership in observability and pursue an IPO.
AppNexus is a cloud computing infrastructure company founded by Brian O'Kelley and Michiel Nolet. It aims to solve scaling, globalization, and integration challenges faced by Right Media through a global cloud architecture with multiple "Nexuses" providing services. Its revenue sources include renting servers, storage, bandwidth and profit-sharing with service providers. It plans to grow through recruiting applications and software providers in a self-reinforcing network effect. The company aims to launch its first location in January 2008 and expand globally over three phases to become the high-end leader in the cloud computing market.
MySQL fundraising pitch deck ($16 million Series B round - 2003)Robin Wauters
MySQL AB is seeking a $16 million Series B round of funding to accelerate its growth strategy. As the world's most popular open source database, MySQL has over 4 million installations and is included in most Linux distributions. MySQL AB employs a dual licensing model, offering the software under an open source license and commercially. The funding will allow the company to further enter the enterprise market and maintain its leadership position across web, embedded, and enterprise databases which represent a potential $9 billion market opportunity.
GTX's $25M pitch deck: new crypto exchange by 3AC & CoinFLEX foundersPitch Decks
The founders of the now-defunct crypto hedge fund, Three Arrows Capital (3AC) and co-founders of CoinFLEX (which filed for restructuring last year) are teaming up to raise $25 million to establish a new crypto exchange called GTX.
The launch of this new exchange comes two months after the infamous collapse of leading crypto exchange FTX, which left over a million creditors without compensation. The name of the exchange, GTX, is even a play on FTX, with one pitch deck opening with the line “because G comes after F.”
Regardless of the surrounding controversy, the GTX pitch deck offers unique insight into how repeat founders can bounce back from a failed startup and raise funding from investors for new ventures:
Read more: vip.graphics/gtx-pitch-deck
See details: bestpitchdeck.com/gtx
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Coinbase pitch deck designed by Zlides
Want to create a pitch deck that inspires your audience? Get your FREE presentation kit designed by Zlides: http://bit.ly/slideshare_zlides
Pitch Deck Teardown: Rootine's $10M Series A deckHajeJanKamps
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Pitch Deck Teardown: Honeycomb 's $50M Series D deckHajeJanKamps
This document summarizes Honeycomb, an observability platform. It discusses Honeycomb's strong growth over 4 years, with 2x+ annual growth and becoming a leader in the Gartner Magic Quadrant. Honeycomb is uniquely built for today's complex, cloud-native applications and collects billions of traces with rich metadata. In 2022, observability became more prominent with the growth of the OpenTelemetry project. The document outlines Honeycomb's advantages over traditional logging and monitoring tools and how it has helped customers like Vanguard improve availability and reduce costs. Going forward, Honeycomb aims to continue its leadership in observability and pursue an IPO.
AppNexus is a cloud computing infrastructure company founded by Brian O'Kelley and Michiel Nolet. It aims to solve scaling, globalization, and integration challenges faced by Right Media through a global cloud architecture with multiple "Nexuses" providing services. Its revenue sources include renting servers, storage, bandwidth and profit-sharing with service providers. It plans to grow through recruiting applications and software providers in a self-reinforcing network effect. The company aims to launch its first location in January 2008 and expand globally over three phases to become the high-end leader in the cloud computing market.
MySQL fundraising pitch deck ($16 million Series B round - 2003)Robin Wauters
MySQL AB is seeking a $16 million Series B round of funding to accelerate its growth strategy. As the world's most popular open source database, MySQL has over 4 million installations and is included in most Linux distributions. MySQL AB employs a dual licensing model, offering the software under an open source license and commercially. The funding will allow the company to further enter the enterprise market and maintain its leadership position across web, embedded, and enterprise databases which represent a potential $9 billion market opportunity.
Pitch Deck Teardown: Gable's $12M Series A deckHajeJanKamps
Gable is a centralized management suite that makes it easy for distributed workforces to search, book, and optimize use of flexible workspaces and company headquarters. It provides cross-platform support, pre-reserved seating, and integrations with Slack and Google Calendar. Management insights include advanced policies, budget utilization forecasts, and visibility into employee satisfaction, usage, and engagement. Gable currently partners with over 800 workspaces across 30 states and 10 countries and sees 30% monthly growth in spaces and 50% growth in SaaS fees. Case studies highlight how the platform has helped companies transform office cultures and gain flexibility while controlling costs.
Pitch Deck Teardown: Mint House's $35M Series B deckHajeJanKamps
This document provides a summary of Mint House, a company that operates tech-enabled extended stay hotels and facilities. Some key points:
- Mint House was founded in 2017 and currently has over 145 employees and operates in 16 markets with 26 properties.
- It uses an asset-light management agreement model with high gross margins and minimal capex requirements. Over half of bookings are direct and repeat customers comprise 14% of bookings.
- Mint House properties provide a superior customer experience compared to traditional hotels, with amenities like fully-equipped kitchens, digital check-in, and strong customer satisfaction scores.
- The company is experiencing rapid growth and outperforms traditional upper-upscale hotels
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness, happiness and focus.
The document discusses a collaboration tool called Scrintal that aims to improve productivity for knowledge workers. It highlights how teams currently spend over 70% of their time on non-value adding tasks like searching for information across different apps. Scrintal provides a single visual workspace to help teams streamline their processes and work 10x faster. It has seen rapid growth through word-of-mouth referrals and aims to expand its product and reach over 1 billion knowledge workers.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness and well-being.
eShares is a transfer agent that issues and tracks ownership of electronic shares, options, debt, and derivatives for private companies. It charges $20 per transaction and offers additional services like 409A compliance and stock option accounting. eShares is growing rapidly, adding new companies and revenue month-over-month. It aims to raise a $6-8 million Series A to expand its platform and services to take more companies public.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Pendo is a Raleigh, NC-based company founded in 2013 that provides an integrated platform for capturing user behavior data, providing product analytics, and delivering personalized in-app guidance. The platform helps various teams across organizations like customer success, marketing, engineering, and product management. Some key customers highlighted in the presentation include Infor, Sprinklr, and Henry Schein. Pendo is targeting continued growth in annual recurring revenue and moving further upmarket towards larger enterprise customers. The company is seeking a $15 million Series B funding round in Q1 of fiscal year 2018.
- Tanbii is a platform that gamifies carbon reduction by allowing users to earn rewards for completing real-life sustainable activities tracked through the app.
- Users can earn tokens for carbon reducing behaviors like biking to work or using renewable energy at home, which can then be exchanged for rewards from partner brands.
- The platform aims to make sustainability fun by connecting real world activities to a virtual gaming experience where users can compete with others and earn badges.
Deckmatch.ai is developing an AI assistant called Co-Pilot to help manage opportunities in various business sectors that are overwhelmed with unstructured data and opportunities. These sectors include private markets, HR/recruitment, procurement, public sector grants and tenders, and industrial applications. Co-Pilot uses natural language processing and a RESTful API to automatically generate memos, update records, and provide feedback to help users pursue opportunities more effectively. The company is currently in a private beta testing phase with 50+ VCs and plans to expand into additional sectors over time, with the goal of building a large unique data set and network effects to gain a competitive advantage at scale.
Pitch Deck Teardown: Party Round's $7M, er, party round deckHajeJanKamps
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
🔮 Want more VC/investment startup pitch decks? We’ve centralised ALL succesful investor pitch decks at: https://chagency.co.uk/getstartupfunding — check all of them out
🔮 The effort is adhering to the ideology of “The Future Of Freemium” — read more here: https://chagency.co.uk/blog/ceo/the-future-of-freemium-how-to-get-peoples-attention/
🔮 Our library of pitch decks will not have any advertisement, only a signature. We are a design agency that helps SaaS CEOs reduce user churn.
Monzo: £19.3M VC investment turned into $2B. Monzo's Series C pitch deckAA BB
🔮 Want more VC/investment startup pitch decks? We’ve centralised ALL succesful investor pitch decks at: https://chagency.co.uk/getstartupfunding — check all of them out
🔮 The effort is adhering to the ideology of “The Future Of Freemium” — read more here: https://chagency.co.uk/blog/ceo/the-future-of-freemium-how-to-get-peoples-attention/
🔮 Our library of pitch decks will not have any advertisement, only a signature. We are a design agency that helps SaaS CEOs reduce user churn.
—
Note, this is likely either the Series C or the Series D funding round, given the content of the deck.
In February 2017, Monzo raised £19.5M from Thrive Capital (likely this round).
In November 2017, they raised £71M from Goodwater capital.
Ark Kapital is a data-driven precision financing company that helps early-stage startups thrive by providing long-term loans while keeping founders in control and lowering the risk for investors.
The Swedish-based startup, which was launched in 2021, analyses the financial health of early-stage tech businesses using AI and machine learning and provides precise loans based on their performance.
Ark Kapital announced that it has raised $182 million in a mix of debt and equity funding. The round was led by Local Globe, with participation from Creandum and angel investors including Supercell CEO Ilkka Paananen, iZettle founder Jacob de Geer, and EQT Ventures founding partner Hjalmar Winbladh.
Read more: vip.graphics/ark-pitch-deck/
See the deck: bestpitchdeck.com/ark
This document discusses securing low-code/no-code applications and introduces Nokod Security's solution. It outlines that 65% of applications will be based on low-code by 2024 which introduces new security challenges as apps can be created without proper security processes. Nokod Security aims to empower organizations by providing tools and intelligence to prevent cyber attacks and data breaches through low-code apps. Their solution includes an application security portal, engine, and data lake to analyze apps. It provides metrics on the TAM and outlines plans for product development, go-to-market strategy, and fundraising.
Pitch Deck Teardown: Wilco's $7 million Seed deckHajeJanKamps
Wilco is a platform that allows software engineers to practice their hands-on skills through interactive "quests" that simulate real-life work scenarios. Engineers join a "fantasy company" and work through challenges using common tools from their actual jobs. This helps engineers improve both technical skills and soft skills. It also provides managers visibility into their engineers' progress. The platform is customizable and connects to common tools. Wilco aims to address gaps in engineers' development in a scalable way that other options like internal programs and bootcamps cannot. It is seeking funding to further develop its product and community.
Pitch Deck Teardown: Fibery's $5.2M Series A deckHajeJanKamps
Fibery is an all-in-one connected workspace that aims to replace multiple disconnected work tools used by companies as they scale. It integrates early in a company's life cycle and grows with them. Current tools often don't scale well and force companies to migrate to new tools every few years. Fibery offers customizable business domains and connected workspaces to provide flexibility and scalability that traditional tools lack.
The document discusses Microsoft's approach to implementing a data mesh architecture using their Azure Data Fabric. It describes how the Fabric can provide a unified foundation for data governance, security, and compliance while also enabling business units to independently manage their own domain-specific data products and analytics using automated data services. The Fabric aims to overcome issues with centralized data architectures by empowering lines of business and reducing dependencies on central teams. It also discusses how domains, workspaces, and "shortcuts" can help virtualize and share data across business units and data platforms while maintaining appropriate access controls and governance.
Pitch Deck Teardown: Gable's $12M Series A deckHajeJanKamps
Gable is a centralized management suite that makes it easy for distributed workforces to search, book, and optimize use of flexible workspaces and company headquarters. It provides cross-platform support, pre-reserved seating, and integrations with Slack and Google Calendar. Management insights include advanced policies, budget utilization forecasts, and visibility into employee satisfaction, usage, and engagement. Gable currently partners with over 800 workspaces across 30 states and 10 countries and sees 30% monthly growth in spaces and 50% growth in SaaS fees. Case studies highlight how the platform has helped companies transform office cultures and gain flexibility while controlling costs.
Pitch Deck Teardown: Mint House's $35M Series B deckHajeJanKamps
This document provides a summary of Mint House, a company that operates tech-enabled extended stay hotels and facilities. Some key points:
- Mint House was founded in 2017 and currently has over 145 employees and operates in 16 markets with 26 properties.
- It uses an asset-light management agreement model with high gross margins and minimal capex requirements. Over half of bookings are direct and repeat customers comprise 14% of bookings.
- Mint House properties provide a superior customer experience compared to traditional hotels, with amenities like fully-equipped kitchens, digital check-in, and strong customer satisfaction scores.
- The company is experiencing rapid growth and outperforms traditional upper-upscale hotels
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness, happiness and focus.
The document discusses a collaboration tool called Scrintal that aims to improve productivity for knowledge workers. It highlights how teams currently spend over 70% of their time on non-value adding tasks like searching for information across different apps. Scrintal provides a single visual workspace to help teams streamline their processes and work 10x faster. It has seen rapid growth through word-of-mouth referrals and aims to expand its product and reach over 1 billion knowledge workers.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness and well-being.
eShares is a transfer agent that issues and tracks ownership of electronic shares, options, debt, and derivatives for private companies. It charges $20 per transaction and offers additional services like 409A compliance and stock option accounting. eShares is growing rapidly, adding new companies and revenue month-over-month. It aims to raise a $6-8 million Series A to expand its platform and services to take more companies public.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Pendo is a Raleigh, NC-based company founded in 2013 that provides an integrated platform for capturing user behavior data, providing product analytics, and delivering personalized in-app guidance. The platform helps various teams across organizations like customer success, marketing, engineering, and product management. Some key customers highlighted in the presentation include Infor, Sprinklr, and Henry Schein. Pendo is targeting continued growth in annual recurring revenue and moving further upmarket towards larger enterprise customers. The company is seeking a $15 million Series B funding round in Q1 of fiscal year 2018.
- Tanbii is a platform that gamifies carbon reduction by allowing users to earn rewards for completing real-life sustainable activities tracked through the app.
- Users can earn tokens for carbon reducing behaviors like biking to work or using renewable energy at home, which can then be exchanged for rewards from partner brands.
- The platform aims to make sustainability fun by connecting real world activities to a virtual gaming experience where users can compete with others and earn badges.
Deckmatch.ai is developing an AI assistant called Co-Pilot to help manage opportunities in various business sectors that are overwhelmed with unstructured data and opportunities. These sectors include private markets, HR/recruitment, procurement, public sector grants and tenders, and industrial applications. Co-Pilot uses natural language processing and a RESTful API to automatically generate memos, update records, and provide feedback to help users pursue opportunities more effectively. The company is currently in a private beta testing phase with 50+ VCs and plans to expand into additional sectors over time, with the goal of building a large unique data set and network effects to gain a competitive advantage at scale.
Pitch Deck Teardown: Party Round's $7M, er, party round deckHajeJanKamps
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
🔮 Want more VC/investment startup pitch decks? We’ve centralised ALL succesful investor pitch decks at: https://chagency.co.uk/getstartupfunding — check all of them out
🔮 The effort is adhering to the ideology of “The Future Of Freemium” — read more here: https://chagency.co.uk/blog/ceo/the-future-of-freemium-how-to-get-peoples-attention/
🔮 Our library of pitch decks will not have any advertisement, only a signature. We are a design agency that helps SaaS CEOs reduce user churn.
Monzo: £19.3M VC investment turned into $2B. Monzo's Series C pitch deckAA BB
🔮 Want more VC/investment startup pitch decks? We’ve centralised ALL succesful investor pitch decks at: https://chagency.co.uk/getstartupfunding — check all of them out
🔮 The effort is adhering to the ideology of “The Future Of Freemium” — read more here: https://chagency.co.uk/blog/ceo/the-future-of-freemium-how-to-get-peoples-attention/
🔮 Our library of pitch decks will not have any advertisement, only a signature. We are a design agency that helps SaaS CEOs reduce user churn.
—
Note, this is likely either the Series C or the Series D funding round, given the content of the deck.
In February 2017, Monzo raised £19.5M from Thrive Capital (likely this round).
In November 2017, they raised £71M from Goodwater capital.
Ark Kapital is a data-driven precision financing company that helps early-stage startups thrive by providing long-term loans while keeping founders in control and lowering the risk for investors.
The Swedish-based startup, which was launched in 2021, analyses the financial health of early-stage tech businesses using AI and machine learning and provides precise loans based on their performance.
Ark Kapital announced that it has raised $182 million in a mix of debt and equity funding. The round was led by Local Globe, with participation from Creandum and angel investors including Supercell CEO Ilkka Paananen, iZettle founder Jacob de Geer, and EQT Ventures founding partner Hjalmar Winbladh.
Read more: vip.graphics/ark-pitch-deck/
See the deck: bestpitchdeck.com/ark
This document discusses securing low-code/no-code applications and introduces Nokod Security's solution. It outlines that 65% of applications will be based on low-code by 2024 which introduces new security challenges as apps can be created without proper security processes. Nokod Security aims to empower organizations by providing tools and intelligence to prevent cyber attacks and data breaches through low-code apps. Their solution includes an application security portal, engine, and data lake to analyze apps. It provides metrics on the TAM and outlines plans for product development, go-to-market strategy, and fundraising.
Pitch Deck Teardown: Wilco's $7 million Seed deckHajeJanKamps
Wilco is a platform that allows software engineers to practice their hands-on skills through interactive "quests" that simulate real-life work scenarios. Engineers join a "fantasy company" and work through challenges using common tools from their actual jobs. This helps engineers improve both technical skills and soft skills. It also provides managers visibility into their engineers' progress. The platform is customizable and connects to common tools. Wilco aims to address gaps in engineers' development in a scalable way that other options like internal programs and bootcamps cannot. It is seeking funding to further develop its product and community.
Pitch Deck Teardown: Fibery's $5.2M Series A deckHajeJanKamps
Fibery is an all-in-one connected workspace that aims to replace multiple disconnected work tools used by companies as they scale. It integrates early in a company's life cycle and grows with them. Current tools often don't scale well and force companies to migrate to new tools every few years. Fibery offers customizable business domains and connected workspaces to provide flexibility and scalability that traditional tools lack.
The document discusses Microsoft's approach to implementing a data mesh architecture using their Azure Data Fabric. It describes how the Fabric can provide a unified foundation for data governance, security, and compliance while also enabling business units to independently manage their own domain-specific data products and analytics using automated data services. The Fabric aims to overcome issues with centralized data architectures by empowering lines of business and reducing dependencies on central teams. It also discusses how domains, workspaces, and "shortcuts" can help virtualize and share data across business units and data platforms while maintaining appropriate access controls and governance.
Microsoft® SQL Server® 2012 is a cloud-ready information platform that will help organizations unlock breakthrough insights across the organization and quickly build solutions to extend data across on-premises and public cloud, backed by mission critical confidence.
Modern Data Management for Federal ModernizationDenodo
Watch full webinar here: https://bit.ly/2QaVfE7
Faster, more agile data management is at the heart of government modernization. However, Traditional data delivery systems are limited in realizing a modernized and future-proof data architecture.
This webinar will address how data virtualization can modernize existing systems and enable new data strategies. Join this session to learn how government agencies can use data virtualization to:
- Enable governed, inter-agency data sharing
- Simplify data acquisition, search and tagging
- Streamline data delivery for transition to cloud, data science initiatives, and more
Data Mesh in Azure using Cloud Scale Analytics (WAF)Nathan Bijnens
This document discusses moving from a centralized data architecture to a distributed data mesh architecture. It describes how a data mesh shifts data management responsibilities to individual business domains, with each domain acting as both a provider and consumer of data products. Key aspects of the data mesh approach discussed include domain-driven design, domain zones to organize domains, treating data as products, and using this approach to enable analytics at enterprise scale on platforms like Azure.
Webinar - Delivering Enhanced Message Processing at Scale With an Always-on D...DataStax
The document discusses Surescripts' implementation of DataStax Enterprise (DSE) to power its cloud applications. Surescripts processes millions of healthcare messages daily and needed a scalable data platform. It transitioned from Oracle to DSE for its persistent tier to gain horizontal scalability and high availability. Initial results have shown improved performance and efficiency over Oracle. Surescripts aims to create logical data centers spanning physical sites using DSE replication to enhance reliability.
Oracle Big Data Appliance and Big Data SQL for advanced analyticsjdijcks
Overview presentation showing Oracle Big Data Appliance and Oracle Big Data SQL in combination with why this really matters. Big Data SQL brings you the unique ability to analyze data across the entire spectrum of system, NoSQL, Hadoop and Oracle Database.
Analytics and Lakehouse Integration Options for Oracle ApplicationsRay Février
The document discusses various options for extracting data from Oracle Fusion and Oracle EPM Cloud applications for analytics purposes. It outlines using the Business Intelligence Cloud Connector (BICC) to extract data to object storage, which can then be loaded into Oracle Analytics Cloud (OAC) or Autonomous Data Warehouse (ADW) for analysis. For EPM Cloud, it notes using the EPM Automate REST API wrapper or Oracle Data Integrator Marketplace connector. The document provides an overview of tools like OAC, ADW, ODI, and OCI Data Integration that can help transform and model the data for analytics and machine learning.
OPEN'17_4_Postgres: The Centerpiece for Modernising IT InfrastructuresKangaroot
Postgres is the leading open source database management system that is being developed by a very active community for more than 15 years. Gaby Schilders is Sales Engineer at EnterpriseDB, supplier of the EDB Postgres data platform.
Gaby Schilders, Sales Engineer at EnterpriseDB, will be explaining why companies take open source as the centerpiece for modernising their IT infrastructure, thus increasing their scalability and taking full advantage today's technologies offer them.
BAR360 open data platform presentation at DAMA, SydneySai Paravastu
Sai Paravastu discusses the benefits of using an open data platform (ODP) for enterprises. The ODP would provide a standardized core of open source Hadoop technologies like HDFS, YARN, and MapReduce. This would allow big data solution providers to build compatible solutions on a common platform, reducing costs and improving interoperability. The ODP would also simplify integration for customers and reduce fragmentation in the industry by coordinating development efforts.
The document discusses database architectures and Oracle Cloud. It describes three database architectures - 1st tier with all components on one machine, 2nd tier with presentation on the client and data on a server, and 3rd tier with an additional application server layer. It then discusses service-oriented architecture and using information as a service. Finally, it outlines advantages of Oracle ERP Cloud over the on-premise version, including lower costs, easier accessibility, automatic upgrades, and improved scalability and integration.
WP_Impetus_2016_Guide_to_Modernize_Your_Enterprise_Data_Warehouse_JRobertsJane Roberts
The document discusses modernizing enterprise data warehouses to handle big data by migrating workloads to a Hadoop-based data lake. It describes challenges with existing data warehouses and outlines Impetus's automated data warehouse workload migration tool which can help organizations migrate schemas, data, queries and access controls to Hadoop to realize the benefits of big data analytics while protecting existing investments.
The document discusses the challenges of handling massive data volumes from various sources and the need for big data analytics platforms to manage, store, and analyze this data. It then describes the key requirements of an effective big data analytics solution, such as managing huge data volumes, delivering fast analytics, supporting legacy tools and data scientists, and providing advanced analytics capabilities. The remainder of the document focuses on introducing the HPE Vertica Analytics Platform as a next-generation big data analytics solution that can scale limitlessly, perform analytics very fast, and be deployed on-premises, on Hadoop, or in the cloud.
The document discusses the Common Data Model (CDM) and how to use it. It describes CDM as an open-sourced definition of standard business entities that provides a common data model that can be shared across applications. It outlines how CDM allows building applications faster by composing analytics, user experiences, and automation using integrated Microsoft services. It also discusses moving data into CDM using the Data Integrator and building applications with CDM using PowerApps, the CDS SDK, Microsoft Flow, and Power BI.
Data virtualization allows applications to access and manipulate data without knowledge of physical data structures or locations. Teiid is a data virtualization system comprised of tools, components and services for creating and executing bidirectional data services across distributed, heterogeneous data sources in real-time without moving data. Teiid includes a query engine, embedded driver, server, connectors and tools for creating virtual databases (VDBs) containing models that define data structures and views. Models represent data sources or abstractions and must be validated and configured with translators and resource adapters to access physical data when a VDB is deployed.
Big Data Made Easy: A Simple, Scalable Solution for Getting Started with HadoopPrecisely
With so many new, evolving frameworks, tools, and languages, a new big data project can lead to confusion and unwarranted risk.
Many organizations have found Data Warehouse Optimization with Hadoop to be a good starting point on their Big Data journey. Offloading ETL workloads from the enterprise data warehouse (EDW) into Hadoop is a well-defined use case that produces tangible results for driving more insights while lowering costs. You gain significant business agility, avoid costly EDW upgrades, and free up EDW capacity for faster queries. This quick win builds credibility and generates savings to reinvest in more Big Data projects.
A proven reference architecture that includes everything you need in a turnkey solution – the Hadoop distribution, data integration software, servers, networking and services – makes it even easier to get started.
This document discusses Saxo Bank's plans to implement a data governance solution called the Data Workbench. The Data Workbench will consist of a Data Catalogue and Data Quality Solution to provide transparency into Saxo's data ecosystem and improve data quality. The Data Catalogue will be built using LinkedIn's open source DataHub tool, which provides a metadata search and UI. The Data Quality Solution will use Great Expectations to define and monitor data quality rules. The document discusses why a decentralized, domain-driven approach is needed rather than a centralized solution, and how the Data Workbench aims to establish governance while staying lean and iterative.
This document discusses Zurich Insurance Group's use of cloud analytics platforms and technologies. It outlines how Zurich leverages multiple data sources and tools for data exploration, integration, modeling and deployment. Key elements of their ecosystem include a data lake on Azure, various analytics tools, containerization, and DevOps processes to automate deployments and upgrades. The goal is to accelerate insights, improve agility and reduce costs through this cloud-based analytics environment.
Azure SQL Database Managed Instance is a new flavor of Azure SQL Database that is a game changer. It offers near-complete SQL Server compatibility and network isolation to easily lift and shift databases to Azure (you can literally backup an on-premise database and restore it into a Azure SQL Database Managed Instance). Think of it as an enhancement to Azure SQL Database that is built on the same PaaS infrastructure and maintains all it's features (i.e. active geo-replication, high availability, automatic backups, database advisor, threat detection, intelligent insights, vulnerability assessment, etc) but adds support for databases up to 35TB, VNET, SQL Agent, cross-database querying, replication, etc. So, you can migrate your databases from on-prem to Azure with very little migration effort which is a big improvement from the current Singleton or Elastic Pool flavors which can require substantial changes.
This document is the financial statements for Validus Investment Holdings Pte. Ltd. for the year ended December 31, 2022, as audited by Natarajan & Swaminathan. It includes the directors' statement, independent auditors' report, statements of financial position, statements of comprehensive income, statements of changes in equity, and notes to the financial statements. The directors' statement discloses the directors of the company and its subsidiaries, the share options granted, and the auditors. The independent auditors' report provides the opinion that the financial statements present fairly the financial position of the group.
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• Q/A
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2. Company
Overview
About Us
Core Team
01
Open Source
Ecosystem
Open Source Projects
Open Source Ecosystem
03
Technology
Deep Dive
Industry Snapshot
02
Product &
Solution
Product Concept
Functions & Properties
Solutions
04
Industry
Recognition
Honors
Media Mentions
05
Contents
4. About Us
SphereEx -Linking Data & Services Simply
SphereEx was established in April 2021, received millions of dollars in investment in May 2021 for its Seed round, and
completed a Pre-A round of financing worth millions of dollars on January 4, 2022.
Headquartered in Beijing, with R&D centers in Hangzhou, Chengdu, Nanjing, SphereEx was founded by the core team of
Apache ShardingSphere.
SphereEx provides enterprises with new generation distributed data service infrastructures, and builds products &
solutions enabling actual enterprise implementation scenarios to thrive.
Our core competence is improving users’ data service capabilities by creating upper-level standards and ecosystem layer
above fragmented databases’ basic services.
To allow enterprises easily deal with the challenges of complex data application scenarios due to increasing databases
fragmentation, we built the pioneering "Database Plus" concept - designed to unlock innovative data usage.
5. Zhang Liang
SphereEx Founder & CEO
• Notable personality in the open source and
database architecture fields.
• Over 10 years of development and practical
experience in the database field.
• Served in leadership positions at many
enterprises including JD.com and DangDang.
• Apache Member, Microsoft MVP and Tencent
Cloud Valuable Professional.
• Apache ShardingSphere Founder & PMC Chair
• Author of the book "Future Architecture: from
SOA to Cloud Native".
Pan Juan
SphereEx Co-Founder & CTO
• Served as Senior DBA at JD Technology.
• “2020 China Open Source Pioneer” award
recipient.
• 2021 China Open Source Cloud League
Outstanding Contributor.
• China Mulan Open Source Community Mentor
& AWS DATA Hero.
• China’ s Only Woman Apache Member.
• Notable personality in the open source and
database architecture fields.
Core Team
Zhang Lei
SphereEx Co-Founder & CTO
• Founded three companies.
• Over 20 years of solution and sales
management experience.
• Served as Vice President at several start-
ups.
• Served as Business Department Executive
at leading domestic IT companies.
• Served as Sales Director at leading
multinational IT company.
• Familiar and experienced in finance, public,
Internet and other sectors.
Xu Ying
SphereEx Co-Founder & CTO
• Expert in Internet verticals’ business
operation and maintenance.
• 10+ years of experience in network,
applications, architecture, IT and data.
• Served as Senior Technical Director at
Dangdang Dangdang Information
Technology.
• Tencent Cloud Valuable Professional and
iTech Member.
• Specially-appointed expert at China General
Chamber of Commerce (CGCC)
• Served as CLS.cn think tank expert.
6. SphereEx Development Milestones
From Middleware to Data Service Ecosystem
2015
Sharding-JDBC
Project Initiation
2016
Sharding-JDBC
Officially Open
Sourced
2018
ShardingSphere
Project Enters the
Apache Incubator
2020
ElasticJob Becomes
a Sub-Project
ShardingSphere
Crowned Apache
Top-Level Project
The Pluggable
Architecture is
Complete
2021
SphereEx is
Founded
Open Source→
Commercial
The Database Plus
Concept is Born
SphereEx
Enterprise Edition
1.0
2022
To Cloud
ShardingSphere in
the Cloud
Database Mesh
Release
2023
To Ecosystem
Build an Ecosystem
with a Pluggable
Platform and
Features
8. Diversified Scenarios
Mass storage computing, multi-module
heterogeneous query, database high
availability, etc.
Vertical Data Application Plan
Data Security (Data Masking, Encryption and
Audit)
Data Access (Multiple Sources &
Heterogeneous)
Data Access Management To
Be Improved
Mostly, fined-grained database access control
is self-developed, inefficient and costly (circuit
breaker, traffic control, black and white lists,
etc.).
Ever-Expanding Data
Rapidly increasing business data bring pressure to
database storage and querying.
Diversified Data Application
Scenarios
TP, AP, HTAP…
Diversified Database Architectures
Commercial centralized DB, open source
standalone DB, distributed DB…
Diversified Database Protocols
MySQL ecosystem + Postgres ecosystem +
vendor ecosystem
Lack of DBs Collaboration
Long-term co-existence of heterogeneous DBs and lack
of upper-level DB standard result in absence of DBs
collaboration.
Data Service Platform
Unified, enhanced data services platform
(distributed, heterogeneous, enhanced computing,
standardized, multi-access model, etc.).
Increasing O&M Costs Due to Low
Database Management Efficiency
The co-existence of relational & non-relational databases, open
source & commercial databases leads to inefficiency, steeper
learning curve and higher cost of database management.
Technical Challenges
Business architectures are evolving into microservices,
resulting in surging data access. Mass data lead to
ever-changing demand and more frequent iteration.
Industry Snapshot
Increasing databases fragmentation creates the need for a unified data services platform, and poses greater challenges to
traditional database management models.
Status Quo Pain Points Trends
10. Apache ShardingSphere Community Overview
• ShardingSphere is one of the Top-Level Apache Projects.
• Top Chinese Led Apache Project, 2020
• Top 10 Apache Project by Number of Commits, 2021
15000+ Stars
8000+ Pull Requests
300+ Contributors
5000+ Forks
• The World's Largest Open Source
Foundation
• 227M+ Lines of Code in Stewardship
• 300+ Top-Level Projects
Projects by Number of Commits, 2021
11. • As a part of the Linux Foundation,
CNCF’s mission is to make cloud
native computing ubiquitous.
• So far, 1,029 cards with a total of
2,984,816 stars, market cap of $16.3T
and funding of $27.2 billion.
CNCF: Cloud Native Computing Foundation
14. Product Design Concept: Database Plus
• Database Plus is our design concept of distributed database
system.
• It aims to build a standard layer and ecosystem above fragmented
databases and minimize or eliminate the challenges caused by
underlying databases. Guided by this concept, ShardingSphere
not only links all applications and databases, but also provides
enhanced capabilities such as data sharding and data encryption.
Connect Enhance Pluggable
Connecting data &
applications, focusing on
collaboration between
heterogeneous databases
Provide functional
enhancement services for
database data calculation
Adopting a pluggable architecture
design, with modules that are
independent of each other, to be
used independently or in
combination.
15. Core Value
Core Product Value
Industry-leading cost-
benefit ratio.
One-stop management for
heterogeneous tech stack.
Higher data performance than
distributed databases.
One-Stop Low Cost
High
Performance
17. Deployment Diagram
l High Performance & Multi-Language
Support
l Zero Intrusion / Low Coupling
l Multi-End Access, Unified Management
Provide both efficient access to Java and support
for heterogeneous languages, making it easier to
create, transfer and expand.
Proxy is deployed independently, without intrusion
into the database, and low coupling. Sharding-
JDBC is used in the same way as traditional JDBC.
Users can quickly use the enhanced capabilities
brought by ShardingSphere.
The driver end and the agent end are online at
the same time, sharing the source data
information of the cluster, achieving multi-end
access, and facilitating the cluster operation and
maintenance management.
18. SphereEx-Boot
SphereEx-Boot tool is a command line tool based on Python to facilitate the management of ShardingSphere-Proxy clusters.
The main functions of SphereEx-Boot are to install, uninstall, start, stop, view the running status, and other operations on
ShardingSphere-Proxy.
• Quick & Easy Implementation
With the SphereEx-Boot tool, you can run any
ShardingSphere-Proxy cluster component with just one
command line.
• Simple Operation and Maintenance
SphereEx-Boot tool can quickly install and deploy
ShardingSphere-Proxy cluster, as well as manage
ShardingSphere-Proxy cluster to reduce operation and
maintenance costs.
• Easy to Expand
The provided standardized horizontal expansion
function, can dynamically expand the cluster anytime
and anywhere by increasing the number of data servers.
19. SphereEx-Console
SphereEx-Console is a powerful dashboard applied to the management and control of the SphereEx Enterprise Data Service Platform. It
provides enhanced data service capabilities, such as data sharding, data security etc.
• Easy to Use
Improves user experience and eliminates
configuration errors. Users do not need to operate
the SphereEx Enterprise Data Service Platform
through configuration commands, greatly improving
user experience and achieving "zero" platform
bottlenecks.
• Comprehensive
Evolving the management capabilities of the open
source version, it provides a unified solution for the
management and control of the SphereEx
Enterprise Data Service Platform from basic
resources to plugin capabilities.
• Visual Monitoring
With its data visualization & management
dashboard, SphereEx Enterprise Data Service
Platform’s clusters, instances and hosts monitoring
data are visible online and in real time.
20. Kernel
SQL
Compatibility
MySQL ✔ ✔
PostgreSQL ✔ ✔
Oracle ✔* ✔
SQL Server ✔* ✔
openGauss ✔ ✔
SQL 92/2003 ✔ ✔
SQL
Extension
SQL Hint ✔ ✔
SQL Dialect Convert ✔ ✔
DistSQL ✔ ✔
Distributed
Transaction
XA Transaction ✔ ✔
Base Transaction ✔ ✔
Global Transaction ❌ ✔
Query
Optimization
Native Query Optimizer ✔ ✔
Federated Query
Optimizer
✔* ✔
Plugin
Data Sharding
Basic Sharding Strategy ✔ ✔
Customized Sharding Strategy ❌ ✔
Auto Sharding Management ❌ ✔
Pre-sharding ❌ ✔
Auto Shard Rebalance ❌ ✔
Distributed Object ✔* ✔
Data
Security- Encryption
Data Storage Encryption ✔ ✔
Open Source Encryptor ✔ ✔
Commercial Encryptor ❌ ✔
Simple Encryption Calculate ✔ ✔
Complex Encryption Calculate ❌ ✔
Data
Security - Authority
User Management ✔ ✔
Role Management ❌ ✔
Schema & Table Level Authority ❌ ✔
Column & Row Level Authority ❌ ✔
LDAP Integration ❌ ✔
3rd
Party System Integration ❌ ✔
Operation
Security- Audit
User Operation Audit (After) ❌ ✔
Rule Based Audit (Before) ❌ ✔
Elastic Scaling
Basic Migration ✔ ✔
Distributed Migration ❌ ✔
Data Consistency Verification ✔ ✔
Advanced Request Management ❌ ✔
Data Isolation
Test & Production data Isolation ✔ ✔
Test Data Event Source ✔ ❌
Open Source Version VS Commercial Version
Module Primary
Function
Secondary Function
Open Source
Version
Commercial
Version
Module Primary Function Secondary Function
Open Source
Version
Commercial
Version
21. Open Source Version VS Commercial Version
Management
Metadata
Management
Consistent Change
Online
❌ ✔
DDL Multiple Version ❌ ✔
High
Availability
HA for Compute Node ✔ ✔
HA for Storage Node ❌ ✔
Detected & Auth Health ✔ ✔
Monitoring &
Diagnosis
Machine Monitoring ❌ ✔
Component Monitoring ✔ ✔
Statement
Monitoring(Slow Query)
✔ ✔
Advanced Metrics ❌ ✔
Monitoring Alarm
Interfacing
❌ ✔
Link Tracking (APM) ✔ ✔
Delivery
Production
ShardingSphere-JDBC ✔ ✔
ShardingSphere-Proxy ✔ ✔
spex boot (Manage Command
Line Tool)
✔* ✔
spex portal (Manage Console) ❌ ✔
Compatible Estimation Tool ❌ ✔
Support
Community Support ✔ ✔
Commercial Support ❌ ✔
Support
Delivery
QA ✔ ✔
Architecture Consulting ❌ ✔
Training ❌ ✔
Remote Support ❌ ✔
On-site Support ❌ ✔
Install & Upgrade Service ❌ ✔
On-site Service ❌ ✔
Module Primary
Function
Secondary Function Open Source
Version
Commercial
Version
Module Primary
Function
Secondary Function Open Source
Version
Commercial
Version
22. What Is SphereEx Used For?
Massive Data Storage & Access
When relational database capabilities hit the
bottleneck, Apache ShardingSphere can
horizontally scale out the capabilities of storage
database.
Faced with relational and non-relational databases,
open source and commercial databases, to lower the
management and learning cost of heterogeneous
database, and improve data computing efficiency,
SphereEx provides heterogeneous data computing
services to enterprises, slashing their development cost
and increasing their efficiency.
Heterogeneous Data Computing
Due to large user base and frequent marketing
activities, sectors such as retailing are facing
slower core transaction system response.
SphereEx provides scale-out capability, improving
database efficiency to tackle high-concurrent
scenarios.
Online High Concurrency for Massive Data
To prevent data leak of plaintext storage, which is
resulted from both data theft and hackers and to
ensure the security of production data in application
scenarios, we provide a series of data masking rules
to conceal or obscure sensitive information.
Data Security
23. Distributed Database Solution
Distributed Database Solution: To solve existing solutions’ technological bottlenecks, reduce architecture replacement complexity and
risk, a distributed database solution based on data sharding, distributed transactions, and elastic scale-out is offered. It has both the
stability of standalone transaction databases, and the scalability of distributed databases.
Functional Features
• Multiple Database Dialects Parsing
• Lightweight JDBC Driver
• MySQL / PostgreSQL Protocol Support
• Horizontal Partitioning / Vertical
Partitioning
• Built-in Algorithm / Customization
• Distributed Transaction
• Elastic Migration
• Read/write splitting
• Distributed Management
24. Data Security Solution
Data Security Solution: To prevent data leaks and ensure data security, product-based data encryption and data desensitization
features provide enterprise users with a cross-platform data security solution for heterogeneous environments.
Data Security
• Multiple Database Dialects
Parsing
• MySQL / PostgreSQL Protocol
Support
• Data Encryption & Decryption/
Data Desensitization
• Built-in Desensitization
Algorithm/ Customization
• Online Encryption/ Conversion
of Plaintext Data to Encrypted
State
• Permission Control
25. Production Database’s Online Stress Testing Solution
Distributed database solution: The capability to parse and route SQL and command data, allows the creation of a shadow database
(testing database) for production. Production and testing data could be routed online to the testing and production according to the
configuration. Integrated with APM and gateway system, a complete solution from data marking, mark data tracking to data isolation for
a distributed system can be provided.
Online Data Stress Testing
• Multiple Database Dialects Parsing
• MySQL / PostgreSQL Protocol
Support
• Online Routing Strategy
• Built-in Desensitization Algorithm /
Customization
• Metric / Tracing Observability
• Linked Gateway Data Marking
26. Single Node Performance Comparison
0
100,000
200,000
300,000
400,000
500,000
thread1 thread20 thread100 thread200
OLTP Point Select
MySQL ShardingSphere-JDBC ShardingSphere-Proxy
thread1 7,195 8,309 2,745
thread20 102,685 105,258 42,387
thread100 315,075 318,691 108,571
thread200 440,372 451,842 148,815
[1]APP:56Core/192G,Proxy:48Core/96G,DB:48Core/96G
[2]1,000,000records
MySQL features with a single node, storing 1,00 0,000 data in one table. ShardingSphere-JDBC and ShardingSphere-Proxy are associated with one physical database, with no
splitting database or table strategies. One physical table has 1,000,000 data.
Thread MySQL ShardingSphere-JDBC ShardingSphere-Proxy
27. [1]APP:56Core/192G,Proxy:48Core/96G,DB:48Core/96G
OLTP Point Select Thread 200 48,685 261,778 207,779
Multi-node Performance Comparison
[2]40,000,000records
MySQL features with a single node, storing 4,000,000 data in one table. ShardingSphere-JDBC and ShardingSphere-Proxy are associated with 5 physical databases– each
database has 10 tables and 8,000,000 data.
OLTP Read Write Thread 200 1,820 43,257 21,811
0
10,000
20,000
30,000
40,000
50,000
OLTP Read Write Thread 200
OLTP Point Select(QPS)
MySQL ShardingSphere-JDBC ShardingSphere-Proxy
0
10,000
20,000
30,000
40,000
50,000
OLTP Read Write Thread 200
OLTP Read Write(TPS)
MySQL ShardingSphere-JDBC ShardingSphere-Proxy
QPS MySQL ShardingSphere-JDBC ShardingSphere-Proxy
TPS MySQL ShardingSphere-JDBC ShardingSphere-Proxy
28. ShardingSphere x JD Baitiao
ShardingSphere
Business Code
DBRep Components
MySQL
1
MySQL
2
MySQL
3
MySQL
N
Binlog
Zookeeper Flume Kafka
Baitiao
System
Database Cluster
Distributed Computing
HBase
Cluster
ES
Cluster
API
Big Data Platform
Operations System
ShardingSphere’s Multiple Advantages
• Simplified Upgrade Path
• Save R&D Cost
• Improve Architecture Extensibility
[1] https://www.mysql.com/customers/view/?id=1461
( 6,400 Shards / Over 100 Billion Records )
31. SphereEx Honors
ShardingSphere Community Honors
• "Zhongguancun High-Tech Enterprise" Certification
• "Outstanding Open Source Innovation Enterprise" Honor
• “China’s Cutting-Edge Technology Pioneer Enterprise of 2021”
Honor
• “Outstanding Chinese Open Source Original Startups of 2021”
awarded by OSC
• Apache Top-Level Project
• CNCF Landscape
• Kunpeng Technology Certified Project
• China Academy of Information and Communications Technology Trusted
Open Source Community Project
• China Open Source Cloud League "Outstanding Open Source Project "
• Most Active Chinese-led Apache Project of the Year
Certifications & Honors
32. Product Capability Open Source Software
A plugin oriented
architecture allows both
standalone and mixed
deployments of functions
such as data sharding
and RW splitting.
Innovation Global
The Apache ShardingSphere
community includes lots of
users and contributors, and is
successfully used in many
application cases.
Our Strengths
Apache ShardingSphere is now
widely used by over 170
businesses from all walks of life.
Apache ShardingSphere technical
architecture is flexible and mature
enough to develop innovative
solutions for tomorrow.
Leveraging Cloud Native &
distributed technologies, while
being compatible with public Cloud,
Apache ShardingSphere builds a
flexible, scalable database cluster,
providing users with convenient
data application and connection
services.
33. Misson Mission Values
Customer Centric
Win-win cooperation
Growth & Achievements
Driven by Excellence
Corporate Culture
Build heterogeneous database
standards and ecosystems,
based on open source.
Serve the world and become the
new engine for data-based
ecosystems.
34. ICT Forum 2021 Apache Con
2021 AWS Summit QCon
2021 DTCC
Marketing Activities & Media Mentions
openGauss Summit 2021