The 2019 Apache Kylin Data Summit hosted this year in Shanghai provided Big Data analytics experts in IT and on the business side an early look at where this powerful OLAP technology is going. This presentation highlights the work Kyligence is doing to support the Apache Kylin project and deliver a commercial OLAP solution suitable for enterprises working with massive datasets. Founded by the initial creators of Apache Kylin, learn more about Kyligence here: https://kyligence.io/
PowerFL meets Pulsar: A Novel Communication Framework for Privacy-Preserving ...StreamNative
The Tencent Angel PowerFL is a fast-growing platform for privacy-preserving computation, which provides a full-stack solution for achieving the great potential in federated learning and analytics. The Angel PowerFL platform enables multiple participants to jointly build machine learning models while keeping their data confidential from each other, and it has superior performance in terms of security, efficiency and reliability.
In this talk, we will introduce a novel federated communication framework, which is built on Apache Pulsar. We use Apache Pulsar as the fundamental component to build the secure communication channels, upon which a federation SDK is built as the communication protocol for multiparty privacy-preserving computation. We will also show that our framework can support real-time federated model serving and applications.
PowerFL meets Pulsar: A Novel Communication Framework for Privacy-Preserving ...StreamNative
The Tencent Angel PowerFL is a fast-growing platform for privacy-preserving computation, which provides a full-stack solution for achieving the great potential in federated learning and analytics. The Angel PowerFL platform enables multiple participants to jointly build machine learning models while keeping their data confidential from each other, and it has superior performance in terms of security, efficiency and reliability.
In this talk, we will introduce a novel federated communication framework, which is built on Apache Pulsar. We use Apache Pulsar as the fundamental component to build the secure communication channels, upon which a federation SDK is built as the communication protocol for multiparty privacy-preserving computation. We will also show that our framework can support real-time federated model serving and applications.
Build 1 trillion warehouse based on carbon databoxu42
Apache CarbonData & Spark Meetup
Build 1 trillion warehouse based on CarbonData
Huawei
Apache Spark™ is a unified analytics engine for large-scale data processing.
CarbonData is a high-performance data solution that supports various data analytic scenarios, including BI analysis, ad-hoc SQL query, fast filter lookup on detail record, streaming analytics, and so on. CarbonData has been deployed in many enterprise production environments, in one of the largest scenario it supports queries on single table with 3PB data (more than 5 trillion records) with response time less than 3 seconds!
A talk I gave on OpenSourceChina conference in Dec 2015. The talk is about how netflix builds its data pipeline platform to handle hundreds of billions of events a day. How everybody should leverage the same streaming architecture to build their apps.
Snowflake: The Good, the Bad, and the UglyTyler Wishnoff
Learn how to solve the top 3 challenges Snowflake customers face, and what you can do to ensure high-performance, intelligent analytics at any scale. Ideal for those currently using Snowflake and those considering it. Learn more at: https://kyligence.io/
Hassle-Free Data Lake Governance: Automating Your Analytics with a Semantic L...Tyler Wishnoff
Simplify data lake governance, no matter how much data you work with and how many data sources and BI tools you manage. This presentation offers all you need to develop your own strategy for smarter data lake governance. Learn more at: https://kyligence.io/
How to Guarantee Exact COUNT DISTINCT Queries with Sub-Second Latency on Mass...Tyler Wishnoff
See how to consistently deliver accurate COUNT DISTINCT queries in under a second, even on petabyte-scale datasets. This presentation will share Apache Kylin’s approach to COUNT DISTINCT queries for user behavior analysis. Learn more at: https://kyligence.io/
Providing Interactive Analytics on Excel with Billions of RowsTyler Wishnoff
See how to get lightning-fast query performance on Microsoft Excel that scales into the petabytes. This presentation shares the top challenges Excel faces with big data and outlines strategies to keep Excel running smoothly. Learn more at: https://kyligence.io/solution/big-data-analytics-in-excel/
Apache kylin 101 - Get Sub-Second Analytics on Massive DatasetsTyler Wishnoff
Learn how the world’s leading open source solution for query acceleration on massive datasets is revolutionizing analytics for enterprises across every industry, and how you can get started with it yourself.
This presentation will provide you with everything you need to understand the basics of Apache Kylin, as well as clear steps for deploying it in your organization. Learn more here: https://kyligence.io/apache-kylin-overview/
AI-Powered Analytics: What It Is and How It’s Powering the Next Generation of...Tyler Wishnoff
Learn how to empower your analysts with easier access to all the data they need, exactly when they need it - all while reducing workloads for IT and data engineering.
This presentation will walk you through those challenges, what modern options are available for solving them, and how taking an AI-powered approach to self-service analytics may yield the greatest level of data access along with the best possible performance. Learn more here: https://kyligence.io/
Analysis of the Pressure Placed on Medical Systems during the COVID-19 PandemicTyler Wishnoff
See how big data is being used to analyze and track the rise of COVID-19, and learn how query acceleration through solutions like Kyligence can help the global community respond faster to the pandemic. Learn more here: https://kyligence.io/
Lightning-Fast, Interactive Business Intelligence Performance with MicroStrat...Tyler Wishnoff
See how extreme query speeds and ultra-high concurrency on MicroStrategy, and any other business intelligence (BI) tool, on Big Data is possible through the Kyligence platform. Learn more here: https://kyligence.io/
Big Data, Machine Learning, and AI have created new opportunities for organizations worldwide, but this has also put tremendous pressure on IT and data engineering teams to scale and maintain analytics performance on massive datasets. This presentation at Strata Data Conference London 2019 by Luke Han explains how Augmented OLAP technology solves the challenges of analytics on massive datasets while reducing IT costs. Learn more about this powerful approach to Big Data here: https://kyligence.io/
Integrating and fully utilizing data is a critical prerequisite for ensuring the success of data-driven operations and decision making. This is especially true as more and more corporations begin transforming legacy data warehouses and transitioning to the Cloud. See how Augmented OLAP technology is leading the way in streamlining Big Data analytics on the Cloud with this presentation by Kyligence CEO Luke Han at Big Things Conference 2019. Learn more here: https://kyligence.io
Apache Kylin Meetup: Berlin - With OLX GroupTyler Wishnoff
Hosted by OLX Group, the October 2019 Apache Kylin Meetup in Berlin, Germany offered a great opportunity to learn what's new with OLAP and Apache Kylin, as well see real use cases where Kylin is having an impact at OLX. These slides provide the bulk of the information shared at the Meetup. Learn more about Apache Kylin here: https://kyligence.io/apache-kylin-overview/
A lot has changed with OLAP in the last few years and this presentation offers a great overview of how OLAP has evolved with the help of Augmented Analytics. See why Augmented OLAP is proving to be the best way to ensure high-performance analytics at any scale, and learn which large enterprises have already adopted this approach and how it's helping them. Learn more about Augmented OLAP and what it can do at: https://kyligence.io/
Take the Bias out of Big Data Insights With Augmented AnalyticsTyler Wishnoff
Is bias impacting your Big Data insights? Learn how augmented analytics and the latest advancements in OLAP technology are making analytics (including on cloud) from business intelligence, data science, and machine learning more accurate and impactful. Learn more at https://kyligence.io
How Analytics Teams Using SSAS Can Embrace Big Data and the CloudTyler Wishnoff
You’ve been using SQL Server Analytics Services and you love it.
Its multidimensional analysis enables your team to slice and dice your data any way they want and get the results back easily.
The only problem is:
• it doesn’t work very well with the latest technologies
• It wasn’t built to handle Big Data or to serve large analytics teams
• and most frustrating of all, it still isn’t available in the Cloud
The good news is that there’s a way to unburden yourself from the limitations of SSAS, without losing the capabilities you rely on.
If you’re ready to modernize the way your team does analytics, this presentation will provide you the tools and ideas you need to do so.
This presentation will show you how to:
• Efficiently migrate your SSAS-based workload to the Cloud
• Super-charge your SSAS applications, seamlessly, easily and cost-effectively
• Provide unlimited scale of data, concurrency and deliver sub-second response
• Make your SQL/MDX queries scaling and performing beyond your imagination
• Ensure Enterprise-grade Security
• Plus, get actionable examples and stories, from organizations who have successfully overcome these challenges
For more information, visit www.Kyligence.io
Accelerating Big Data Analytics with Apache KylinTyler Wishnoff
Learn about the latest advancements in Apache Kylin and how its OLAP technology is making analytics faster and insights more actionable.
Learn more about Apache Kylin: https://kyligence.io/apache-kylin-overview/
Learn more about Apache Kylin's enterprise version Kyligence: https://kyligence.io/
11. What my friends think I do What my mom thinks I do What society thinks I do
What my boss thinks I do What I think I do What I actuallydo
Data Scientist vs SQL Monkey