Go for Real Time Streaming Architectures

What are Streaming Architectures ?

Events

≠ Shared States

Pipelines

DataAppChannel Channel

Data App Data …

Reactive Architecture

Microservices

Traditional Design

Central Realtime Engine

Publishers

KafkaEvents

Processing Frameworks

Publishers

KafkaEvents

Streaming engine / frameworks:

Consumers

- Spark Streaming- Flink- Kafka Streams- Akka Streams- …

The cloud-native way

‣Standalone Go application ‣ Kafka ‣ Sarama

‣Sarama Cluster

‣Protobuf

‣Nats

‣ Docker ‣Kubernetes

Publishers

KafkaEvents

Consumers

Events

Benefits

‣ Simple / manageable code

Benefits

‣ Performance

Benefits

‣ Performance

‣ Easily scalable

Go is a modern tool to build cloud-native, high-performance, realtime streaming applications

Mickaël Rémond — @mickael

Go for Real Time Streaming Architectures - DotGo 2017

Transcript of Go for Real Time Streaming Architectures - DotGo 2017

Go for Real Time Streaming Architectures - DotGo 2017

Technology

Transcript of Go for Real Time Streaming Architectures - DotGo 2017

Lecture 21: Manycore GPU Architectures and Programming, …...Lecture 21: Manycore GPU Architectures and Programming, Part 3 -- Streaming, Library and Tuning Concurrent and Mul>core

Bridging the Shifting Distribution Gap: Domain Adaptation ... · Aldous Huxley Recent improvements in deep architectures in combination with increasing availability ... In streaming

Big Data Architectures Lessons Learned from ...€¦ · complex analytics use cases. Kappa Architecture Architecture: Streaming layer (Spark, Storm) for real-time analytics and decisioning.

A Multifaceted Program to Accelerate Big Data Streaming ... · Emerging Architectures Evaluate, characterize, and model next-generation architectures Develop and deploy systems soft-ware

Streaming Patterns Revolutionary Architectures with the Kafka API

Chapter 3 Data Converter Architectures F - Analog … converter architectures 3.1 dac architectures 3.1 chapter 3 data converter architectures section 3.1: dac architectures james

C4ISR architectures and software architectures

Getting It Right Exactly Once: Principles for Streaming Architectures

Slide 1 OutlineOutline Classification ILP Architectures Data Parallel Architectures Process level Parallel Architectures Issues in parallel architectures.

ICT, STREP FERARI ICT-FP7-619491 Flexible Event pRocessing ... · Flexible Event pRocessing for big dAta aRchItectures ... development of large-scale Big Data streaming applications

February 11, 2004 1 Streaming Architectures and GPUs Ian Buck Bill Dally & Pat Hanrahan Stanford University February 11, 2004.

ICE & Morpheus Multiscreen Delivery - Grass Valley · 2018-05-08 · ICE & Morpheus Multiscreen Delivery May 2018. 2 ICE Multiscreen Delivery Flexible Architectures for Streaming

University of Michigan Electrical Engineering and Computer Science Flextream: Adaptive Compilation of Streaming Applications for Heterogeneous Architectures.

FBLAS: Streaming Linear Algebra on FPGAspcl.inf.ethz.ch/Publications/.pdf/fblas.pdf · High-level Synthesis Programming. HLS tools allow programmers to deﬁne FPGA architectures

Optimizing Enterprise Economics with Serverless Architectures · Optimizing Enterprise Economics with Serverless Architectures Page 1 ... Clickstream and other near real-time streaming

FFT MegaCore Function User GuideThe FFT MegaCore function implements the following architectures: Fixed transform size architecture Variable streaming architecture Fixed Transform

Video Streaming © Nanda Ganesan, Ph.D.. Video Streaming Video Streaming Objective Streaming Advantages Video Streaming Architecture Compression and Decompression-codec.

Live Streaming Bangalore - Video Streaming - Streamcast.in

Serverless Streaming Architectures and Best Practices Proces… · Stream Processing Application Scenarios 2 Serverless Stream Processing 3 Three Patterns Well Cover 4 Cost Considerations

Performance of Streaming SIMD Extensions Instructions for the …fumie/publishedSSE.pdf · 2012-09-19 · of steaming SIMD extensions instructions on x86 architectures. The authors