Big Data Landscape 2019

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Die QAware Big Data Landscape gibt einen detaillierten Überblick zu den relevantesten Big Data Technologien, vornehmlich aus dem Open-Source-Ökosystem. (Dokument bitte herunterladen für bessere Lesbarkeit / komplette Ansicht) ----------------- The QAware Big Data Landscape provides a detailed overview over the most relevant Big Data technologies, most of them open source. (Please download file for a better readability / complete view)

Software

qaware.de/news/big-data-landscape
For more big data know-how see:
Ingestion
Data Sources
Data Lake
Processing
Data Warehouse
Analytics
User Interface
Dashboards
Distributed Filesystem
NoSQL DB
Efficient data serialization formats:
Integrated compression
Column-oriented storage
Predicate pushdown
Data Workflows ETL Jobs Massive Parallelization Data Logistics Stream Processing
Charting Libraries
pandas
shinydashboard
Thrift
Index Machines: Fast aggregation
and search.
In-Memory Databases: Fast access.
Memcached
Graph Databases
NewSQL: SQL meets NoSQL.
Time Series Databases
ImpalaSQL
Pig
Streams
Rickshaw
NVD3
InfoVis
Vaadin Charts
dc.js
Highcharts
ChartJS
RazorFlow
AtlasPrometheus
STRUCTURED DATA LAKE:
The eternal memory.
POLYGLOTT PERSISTENCE &
ANALYTICS
ANALYTICS FRONTENDSALGORITHMS MICRO ANALYTICS SERVICES:
Subsitutes for reporting servers.
Tarantool
Heroic
Kylin
Flink
twitter.com/qaware slideshare.net/qaware
youtube.com/qawaregmbh
xing.com/companies/qawaregmbh github.com/qaware
linkedin.com/company/qaware-gmbh
QAware GmbH
+49 89 232315-0
info@qaware.de
qaware.de
GraphX
Streaming
Flink
Flink
qaware.de/news/big-data-landscape
For more big data know-how see:Big Data Landscape 2019
Interactive Analytics Reporting & DashboardsData Science

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Heise DevSec 2023, September 2023, Karlsruhe, Mario-Leander Reimer (@LeanderReimer, CTO @QAware). == Dokument bitte herunterladen, falls unscharf! Please download slides if blurred! == Continuous Delivery ist allgegenwärtig. Wirklich? Viele Teams straucheln immer noch dabei, regelmäßig gut getestete und vor allem sichere Software auszuliefern. Immer mit der gleichen, guten alten Ausrede: die nicht-funktionalen Tests seien zu aufwändig und zu teuer umzusetzen. Doch genau das Gegenteil ist der Fall! In diesem Vortrag gehen wir kurz auf die aktuellen Bedrohungen und die Bedeutung früher und regelmäßiger Sicherheitstests von APIs ein. Anschließend zeigen wir, wie einfach es ist, diese Tests kontinuierlich und asynchron mit OWASP ZAP und Testkube gegen REST- und GraphQL-APIs direkt auf einem Kubernetes-Cluster auszuführen; immer dann wenn sich die API und der Service ändern.

Kontinuierliche Sicherheitstests für APIs mit Testkube und OWASP ZAP

QAware GmbH

Cloud Native Night, Mainz, September 2023, Markus Zimmermann === Please download slides if blurred! === The topic of service mesh is still present at every major DevOps conference and is the subject of controversial discussions. A service mesh comes with the promise of implementing cross-functional requirements of microservices such as observability or secure communication without changes within the services. The operational effort and the integration of the services within the service mesh should also be problem-free. But do the common service mesh implementations keep these promises? In a client project we have gained experience with Linkerd and can say: we did not achieve the benefits without pain. We want to share these experiences and what you can take away for your next project!

Service Mesh Pain & Gain. Experiences from a client project.

QAware GmbH

WeAreDevelopers World Congress 2023, July 2023, Mario-Leander Reimer === Please download slides if blurred! === Elasticity and unlimited scalability are the holy grail for any cloud-native application. Now you might think: “That’s easy!!! I just run my containers on a Kubernetes cluster and I am done.” But is it really that simple? Turns out it’s not! Your application as well as your cloud infrastructure and K8s cluster need to address and support these non-functional requirements. This session will have a detailed and also practical look at the different ways of autoscaling in Kubernetes. We will give an overview of the technical foundations and prerequisites, and then showcase several frameworks and technologies that can be used to flexibly autoscale your cluster and your cloud-native workloads.

50 Shades of K8s Autoscaling

QAware GmbH

Kubernetes Community Days Munich 2023, Juli 2023, Mario-Leander Reimer The cloud already has a larger CO2 footprint than the worldwide aviation industry. With increasing digitalization and cloudification this trend will continue if we don't do anything about it. Many Kubernetes installations are greatly oversized in terms of the resources actually required and thus contribute unnecessarily to global warming. What is the energy balance of your cluster and its workloads? In this session we will discuss approaches and technologies that help to make K8s clusters green(er). First of all, transparency is needed: what is the energy balance of the cluster and its workloads? Only then we can start to optimize for better energy efficiency. And it's not that difficult, so let's get started!

Blue turns green! Approaches and technologies for sustainable K8s clusters.

QAware GmbH

Mastering Kubernetes 2023, Juli 2023, Sonja Wegner Gute APIs sind das Herzstück erfolgreicher digitaler Produkte und Cloud-nativer Anwendungen. Doch schlecht verwaltete APIs werden schnell zum Albtraum. Damit es kein böses Erwachen gibt, setzen wir auf API Gateways: Diese sind etabliert und bekannt und helfen uns bei der Verwaltung der APIs. Sie regeln unter anderem Traffic Management, Rollout-Szenarien, Versionierung, Zugriffskontrolle und Diagnostizierbarkeit. In diesem Vortrag werden wir das Cloud-native API-Gateway-Ökosystem näher betrachten: Gloo, KrakenD, Kong, Envoy et al. Aber welches davon ist das Richtige für den Einsatz im nächsten Projekt? Lasst es uns herausfinden!

Per Anhalter zu Cloud Nativen API Gateways

QAware GmbH

Mastering Kubernetes 2023, Juli 2023, Mario-Leander Reimer Die Cloud hat bereits heute einen größeren CO2-Fußabdruck als die Luftfahrtindustrie, mit steigender Digitalisierung und Cloudifizierung wird sich dieser Trend fortsetzen, wenn wir nichts dagegen unternehmen. Viele Kubernetes-basierte Installationen sind gemessen am eigentlich benötigten Ressourcen Bedarf stark überdimensioniert und tragen so unnötig zur globalen Erwärmung bei. Wie sieht die Energiebilanz Ihres Clusters und Workloads aus? In diesem Vortrag zeigen wir Ansätze und Technologien, die dabei helfen K8s-Cluster grün(er) zu machen. Zunächst braucht es Transparenz: Wie sieht die Energiebilanz des Clusters und seiner Workloads aus? Erst danach lassen sich diese gezielt auf ihre Energiesparsamkeit hin optimieren. Und das ist gar nicht so schwer, also packen wir es an!

Aus blau wird grün! Ansätze und Technologien für nachhaltige Kubernetes-Cluster

QAware GmbH

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VTU technical seminar 8Th Sem on Scikit-learn

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Big Data Landscape 2019

1. qaware.de/news/big-data-landscape For more big data know-how see: Ingestion Data Sources Data Lake Processing Data Warehouse Analytics User Interface Dashboards Distributed Filesystem NoSQL DB Efficient data serialization formats: Integrated compression Column-oriented storage Predicate pushdown Data Workflows ETL Jobs Massive Parallelization Data Logistics Stream Processing Charting Libraries pandas shinydashboard Thrift Index Machines: Fast aggregation and search. In-Memory Databases: Fast access. Memcached Graph Databases NewSQL: SQL meets NoSQL. Time Series Databases ImpalaSQL Pig Streams Rickshaw NVD3 InfoVis Vaadin Charts dc.js Highcharts ChartJS RazorFlow AtlasPrometheus STRUCTURED DATA LAKE: The eternal memory. POLYGLOTT PERSISTENCE & ANALYTICS ANALYTICS FRONTENDSALGORITHMS MICRO ANALYTICS SERVICES: Subsitutes for reporting servers. Tarantool Heroic Kylin Flink twitter.com/qaware slideshare.net/qaware youtube.com/qawaregmbh xing.com/companies/qawaregmbh github.com/qaware linkedin.com/company/qaware-gmbh QAware GmbH +49 89 232315-0 info@qaware.de qaware.de GraphX Streaming Flink Flink qaware.de/news/big-data-landscape For more big data know-how see:Big Data Landscape 2019 Interactive Analytics Reporting & DashboardsData Science

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