huawei

Machine learning for nonstationary streaming data using Structured Streaming and StreamDM

Machine learning for nonstationary streaming data using Structured Streaming and StreamDM

January 20, 2020

The StreamDM library provides the largest collection of data stream mining algorithms for Spark. Heitor Murilo Gomes and Albert Bifet explain how to use StreamDM and Structured Streaming to develop, apply, and evaluate learning models specially for nonstationary streams (i.e., those with concept drifts).
Future Broadband Network Virtualization Cloud Central Office

Future Broadband Network Virtualization Cloud Central Office

January 16, 2020

In this Cloud-centric, 5G and IoT era, operators are facing challenges of current network and transformation towards the Cloud-centric network. The Cloud CO architecture is the cornerstone of NG broad …
Why and how to leverage the power and simplicity of SQL on Apache Flink

Why and how to leverage the power and simplicity of SQL on Apache Flink

January 16, 2020

Fabian Hueske discusses why SQL is a great approach to unify batch and stream processing. He gives an update on Apache Flink's SQL support and shares some interesting use cases from large-scale production deployments. Finally, Fabian presents Flink's new query service that enables users and applications to submit streaming and batch SQL queries and retrieve low-latency updated results.
Where Are We on Data Plane Acceleration and Where Do We Need to Go?

Where Are We on Data Plane Acceleration and Where Do We Need to Go?

January 14, 2020

The industry has made a lot of progress on having a structure for moving data plane applications onto a COTS environment but we still have much more improvements. This talk will review a data plane …
Drive innovation and collaboration through open source projects (sponsored by Huawei)

Drive innovation and collaboration through open source projects (sponsored by Huawei)

December 30, 2019

Open source has been a fundamental strategy for technology collaboration and innovation at Huawei. Ying Xiong explains how Huawei collaborates with industry leaders and innovates together through open source projects like Kubernetes and Kata Container at CNCF and the OpenLab project at OpenStack.
Hyperledger Caliper: A performance benchmark framework for multiple DLTs (sponsored by Huawei)

Hyperledger Caliper: A performance benchmark framework for multiple DLTs (sponsored by Huawei)

December 29, 2019

Caliper is a benchmark framework that allows users to measure the performance of a blockchain system under test. Victor Hu introduces the concept and architecture of the framework, explains how to integrate it with various blockchain systems, and demonstrates how to use Caliper to define and run a test flow.
Using the power of community to build OpenLab, a vibrant app ecosystem for the cloud (sponsored by Huawei)

Using the power of community to build OpenLab, a vibrant app ecosystem for the cloud (sponsored by Huawei)

December 24, 2019

Community is an integral part of the success of any open source project. OpenLab is an open source community lab program that gives developers and users access anywhere, at any time. Melvin Hillsman offers an overview of OpenLab, shares how OpenLab is helping to build a vibrant app ecosystem for the cloud, and explains how you can leverage and participate in the program that lets everybody play.
StreamDM: Advanced data science with Spark Streaming

StreamDM: Advanced data science with Spark Streaming

December 5, 2019

Heitor Murilo Gomes and Albert Bifet offer an overview of StreamDM, a real-time analytics open source software library built on top of Spark Streaming, developed at Huawei's Noahs Ark Lab and Tlcom ParisTech.