Big Data Hebdo

Episode 63 : “Re-Invent le Cloud”
-----------------------------

In the Cloud

Amazon Timestream
https://aws.amazon.com/fr/timestream/

Amazon Forecast – Time Series Forecasting Made Easy
https://aws.amazon.com/fr/blogs/aws/amazon-forecast-time-series-forecasting-made-easy/

Amazon DynamoDB On-Demand – No Capacity Planning and Pay-Per-Request Pricing
https://aws.amazon.com/fr/blogs/aws/amazon-dynamodb-on-demand-no-capacity-planning-and-pay-per-request-pricing/

Amazon Quantum Ledger Database (QLDB)
https://aws.amazon.com/fr/qldb/
https://aws.amazon.com/fr/managed-blockchain/

Announcing Amazon Aurora Global Database
https://aws.amazon.com/fr/about-aws/whats-new/2018/11/announcing-amazon-aurora-global-database/

AWS Outposts
Run AWS infrastructure on-premises for a truly consistent hybrid experience
https://aws.amazon.com/fr/outposts/

AWS Lake Formation
https://aws.amazon.com/fr/lake-formation/


Database

EDB Postgres Cloud Database Service
https://www.enterprisedb.com/edb-postgres-cds

TiKV : A distributed transactional key-value database
https://tikv.org/
https://github.com/pingcap/tidb


Kafka world

Amazon MSK
https://aws.amazon.com/fr/about-aws/whats-new/2018/11/introducing-amazon-managed-streaming-for-kafka-in-public-preview/

An Honest Review of AWS Managed Apache Kafka: Amazon MSK
https://medium.com/@stephane.maarek/an-honest-review-of-aws-managed-apache-kafka-amazon-msk-94b1ff9459d8

AWS Launches Managed Kafka: Is It “Strip Mining” Open Source?
https://www.cbronline.com/analysis/aws-managed-kafka/amp/?__twitter_impression=true

Samza 1.0: Stream Processing at Massive Scale
https://engineering.linkedin.com/blog/2018/11/samza-1-0--stream-processing-at-massive-scale


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Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
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-----------------------------------------

In the Cloud
Cloud Data Warehouse Benchmark: Redshift, Snowflake, Azure, Presto, BigQuery
https://fivetran.com/blog/warehouse-benchmark
Extending the SQL capabilities of your Cloud Dataproc cluster with the Presto optional component
https://cloud.google.com/blog/products/data-analytics/extending-the-sql-capabilities-of-your-cloud-dataproc-cluster-with-the-presto-optional-component

Give meaning to 100 billion analytics events a day
https://medium.com/teads-engineering/give-meaning-to-100-billion-analytics-events-a-day-d6ba09aa8f44

Introducing Amazon Corretto, a No-Cost Distribution of OpenJDK with Long-Term Support
https://aws.amazon.com/fr/blogs/opensource/amazon-corretto-no-cost-distribution-openjdk-long-term-support/


Uber’s Big Data Platform: 100+ Petabytes with Minute Latency
https://eng.uber.com/uber-big-data-platform/
https://eng.uber.com/hoodie/

AWS Releases New Pricing Calculator
https://www.cbronline.com/news/aws-pricing-calculator

Will Cloud Computing Kill Open Source Development?
https://www.infoq.com/articles/will-cloud-computing-kill-open-source


Database
“This is What Happens Larry”: Amazon Finally Dumps Oracle Data Warehouse
https://www.cbronline.com/news/aws-oracle-data-warehouse
CockroachDB 2.0 geo-partitioning
https://www.youtube.com/watch?v=v2QK5VgLx6E
TiKV : A distributed transactional key-value database
https://tikv.org/
https://github.com/pingcap/tidb


Kafka world
Certifs pour la communauté !!!


Datascience
Uber Introduces PyML: Their Secret Weapon for Rapid Machine Learning Development
https://towardsdatascience.com/uber-introduces-pyml-their-secret-weapon-for-rapid-machine-learning-development-c0f40009a617
Paperspace gradient : Saas datascience platform
https://www.paperspace.com/gradient
Pandora wants to map the “podcast genome” so it can recommend your next favorite show
http://www.niemanlab.org/2018/11/pandora-wants-to-map-the-podcast-genome-so-it-can-recommend-your-next-favorite-show/


-----------------------------
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In the Cloud

IBM to Acquire Linux Distributor Red Hat for $33.4 Billion
https://www.bloomberg.com/news/articles/2018-10-28/ibm-is-said-to-near-deal-to-acquire-software-maker-red-hat

HDFS vs. Cloud Storage: Pros, cons and migration tips
https://cloud.google.com/blog/products/storage-data-transfer/hdfs-vs-cloud-storage-pros-cons-and-migration-tips

New Cloudera Plots a Course Toward a Unified Future
https://www.datanami.com/2018/10/24/new-cloudera-plots-a-course-toward-a-unified-future/

Building a Serverless End-to-End Solution for Brand Detection in Video with GCP
https://medium.com/@juri.sarbach/building-a-serverless-end-to-end-solution-for-brand-detection-in-video-fa5a2cd64b4d

Database

DataStax Announces DataStax Distribution of Apache Cassandra™
https://www.datastax.com/2018/11/datastax-announces-datastax-distribution-of-apache-cassandra
https://www.datastax.com/2018/11/datastax-and-the-cassandra-community

CQL Data Modeling tool
https://www.sestevez.com/sestevez/CassandraDataModeler/

CockroachDB release 2.1 + Managed cloud Cockroach
https://www.cockroachlabs.com/blog/cockroachdb-2dot1-release/
https://www.cockroachlabs.com/blog/launching-managed-cockroachdb/

Debezium (CDC)
https://debezium.io/docs/faq/

Divers

Data Buzzword Podcast
https://www.spreaker.com/show/jean-louis-queguiners-show


-----------------------------
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-----------------------------
Hadoop
Cloudera and Hortonworks merger means Hadoop’s influence is declining
https://venturebeat.com/2018/10/06/cloudera-and-hortonworks-merger-means-hadoops-influence-is-declining/

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Database
Snowflake
https://www.frenchweb.fr/cloud-450-millions-de-dollars-pour-la-licorne-franco-americaine-snowflake/338077

NewSQL database systems are failing to guarantee consistency, and I blame Spanner
http://dbmsmusings.blogspot.com/2018/09/newsql-database-systems-are-failing-to.html


Google Cloud Spanner: the good, the bad and the ugly
https://medium.com/@LightspeedHQ/google-cloud-spanner-the-good-the-bad-and-the-ugly-5795f37a7684

Microsoft updates its planet-scale Cosmos DB database service
https://techcrunch.com/2018/09/24/microsoft-updates-its-planet-scale-cosmos-db-database-service/?guccounter=1
Spotify cstar
http://thelastpickle.com/blog/2018/10/01/introduction-to-cstar.html
http://thelastpickle.com/blog/2018/10/09/cstar-custom-commands.html

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Kafka land
A Major Step Forward for Apache Pulsar: New Top-Level Apache Project
https://streaml.io/blog/major-step-forward-apache-pulsar-top-level
https://www.datanami.com/2018/03/06/streamlio-claims-pulsar-performance-advantages-kafka/


Kafka dispo sur google cloud platform
https://cloud.google.com/blog/big-data/2018/05/google-cloud-platform-and-confluent-partner-to-deliver-a-managed-apache-kafka-service

-----------------------------
Divers
Xebia + Publicis https://resource.globenewswire.com/Resource/Download/a6a8f461-cc36-4f07-8403-6cf7ec5ed1fd

-----------------------------
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Database

A new Compaction strategy for Cassandra
https://blog.pythian.com/proposal-for-a-new-cassandra-cluster-key-compaction-strategy/

Apache Cassandra Performance Tuning - Compression with Mixed Workloads
http://thelastpickle.com/blog/2018/08/08/compression_performance.html

Reaper donated to the Apache Cassandra project
https://lists.apache.org/thread.html/12a870479d78bb4e45a616fdb9ea17743ec864ca1ed1f0c75f9f5071@%3Cdev.cassandra.apache.org%3E

Origins of Apache Cassandra with Jonathan Ellis and Avinash Lakshman
https://www.youtube.com/watch?v=0hNJmb77GWg&feature=youtu.be

Cstar open sourced by Spotify
https://github.com/spotify/cstar

CNCF to host OpenMetrics
https://www.cncf.io/blog/2018/08/10/cncf-to-host-openmetrics-in-the-sandbox

Showdown: MySQL 8 vs PostgreSQL 10
https://hackernoon.com/showdown-mysql-8-vs-postgresql-10-3fe23be5c19e

Webinar (+Slides) de Percona sur MySQL 8 vs MariaDB 10.3
https://www.percona.com/resources/technical-presentations/mariadb-103-vs-mysql-80-percona-technical-webinar

TimescaleDB vs. InfluxDB: purpose built differently for time-series data
https://blog.timescale.com/timescaledb-vs-influxdb-for-time-series-data-timescale-influx-sql-nosql-36489299877
Redis Labs / Apache + Commons Clause:
https://redislabs.com/community/commons-clause/
Redis will remain BSD licensed - http://antirez.com/news/120
Redis is not “open core” : http://antirez.com/news/121
It’s time for the OSS community to get real - https://www.influxdata.com/blog/its-time-for-the-open-source-community-to-get-real/

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Kafka land
Introducing Confluent Platform 5.0
https://www.confluent.io/blog/introducing-confluent-platform-5-0/

Apache Kafka 2.0
https://www.apache.org/dist/kafka/2.0.0/RELEASE_NOTES.html

Kafka tutorial #10 - KSQL
http://aseigneurin.github.io/2018/08/22/kafka-tutorial-10-ksql.html

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Data science

Beyond Interactive: Notebook Innovation at Netflix
https://medium.com/netflix-techblog/notebook-innovation-591ee3221233

Deep Beers: Playing with Deep Recommendation Engines Using Keras
https://medium.com/data-from-the-trenches/deep-beers-playing-with-deep-recommendation-engines-using-keras-part-1-1efc4779568f

Light on Math Machine Learning: Intuitive Guide to Convolution Neural Networks
https://towardsdatascience.com/light-on-math-machine-learning-intuitive-guide-to-convolution-neural-networks-e3f054dd5daa

Everything you need to know about AutoML and Neural Architecture Search
https://towardsdatascience.com/everything-you-need-to-know-about-automl-and-neural-architecture-search-8db1863682bf

-----------------------------
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Nicolas : https://twitter.com/nsteinmetz - https://www.cerenit.fr/
Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
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Database
FoundationDB, a very interesting NoSQL database owned by Apple, is now an open-source project
https://www.geekwire.com/2018/foundationdb-interesting-nosql-database-owned-apple-now-open-source-project/
https://www.foundationdb.org/blog/foundationdb-is-open-source/

Anna: A KVS for any scale
https://blog.acolyer.org/2018/03/27/anna-a-kvs-for-any-scale/

DataStax Enterprise 6.0
https://docs.datastax.com/en/dse/6.0/dse-admin/datastax_enterprise/newFeatures.html

Monitorer l’inconnu, 1000 * 100 series par jour (Quentin Adam DevoxxFR)
https://www.youtube.com/watch?v=74LI4yqcI0g

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Data (astro) Science
Les prochaines découvertes d’astronomie sont probablement cachées dans les vieilles observations
https://medium.com/popular-science/astronomys-next-big-discovery-is-probably-hiding-in-piles-of-old-data-66c67d8755fe

Premières images du satelite TESS
https://www.sciencesetavenir.fr/espace/univers/premiere-image-du-satellite-tess-200-000-etoiles-en-un-seul-cliche_124231

Akka stream pour la recherche d'exoplanete Akka stream de 0 à 1 (E. Feller)
https://www.youtube.com/watch?v=6b2NIr128a0

Litterate Programming le roman de votre programme (R. Lemaire - Quickie DevoxxFR)
https://www.youtube.com/watch?v=Et-19gh2C5A

-----------------------------
Cloud
Architecture banque NuBank
https://www.infoq.com/presentations/nubank-architecture


Au delà des brokers un tour de l’environnement Kafka (F. Ramière DevoxxFR)
https://www.youtube.com/watch?v=BBo-rqmhpDM

Cask is joining Google Cloud
http://blog.cask.co/2018/05/cask-is-joining-google-cloud/

-----------------------------
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Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
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Troll of the week : Patrick McFadin
https://twitter.com/PatrickMcFadin/status/984467651752841219?s=20
"Most everyone doing something at scale is probably using #cassandra" Oh. Except for @EpicGames and @FortniteGame They went with MongoDB.
Here's the postmortem:
https://www.epicgames.com/fortnite/en-US/news/postmortem-of-service-outage-at-3-4m-ccu

Aerospike 3.99.0.3
https://jepsen.io/analyses/aerospike-3-99-0-3

Effectively-once semantics in Apache Pulsar
https://streaml.io/blog/pulsar-effectively-once/

Introducing Pulsar Functions
https://streaml.io/blog/pulsar-functions/

Leaving the Nest: Heron donated to Apache Software Foundation
https://blog.twitter.com/engineering/en_us/topics/open-source/2018/heron-donated-to-apache-software-foundation.html

Real-Time Analytics with PGSQL
https://blog.algolia.com/building-real-time-analytics-apis/

Streaming et latence Kafka
http://blog.ippon.fr/2018/04/09/latence_kafka/

Le CEO d’horton pas convaincu par le cloud pour la data analytics
https://siliconangle.com/blog/2018/03/23/elephant-room-hortonworks-ceo-thinks-hadoop-soft
ware-will-keep-driving-big-data/

Métriques et Logs sur Apache Spark
http://blog.ippon.fr/2018/04/05/metriques-et-logs-sur-apache-spark/

Gouvernance de la data par Quantmetry
https://www.quantmetry.com/single-post/2018/04/11/La-gouvernance-de-la-data-cette-aventure-humaine

Installer un cluster coakroach + sortie de coakroach v2
https://www.scaleway.com/docs/how-to-configure-a-cockroachdb-cluster/
https://www.cockroachlabs.com/docs/releases/v2.0.0.html

Le RGPD expliqué ligne par ligne
https://www.nextinpact.com/news/106135-le-rgpd-explique-ligne-par-ligne-articles-1-a-23.htm

Google Cloud Summit Paris le 5 juin 2018
Venez voir Affini-tech sur son stand : http://bit.ly/gcpsummitparis2018

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Lucien : https://twitter.com/lulufrego

Cette publication est sponsorisée par Affini-Tech
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Cambridge Analytica & Facebook
https://www.theguardian.com/uk-news/video/2018/mar/17/cambridge-analytica-whistleblower-we-spent-1m-harvesting-millions-of-facebook-profiles-video
https://mobile.nytimes.com/2018/03/19/technology/facebook-cambridge-analytica-explained.html?smid=tw-nytimes&smtyp=cur&referer=https://t.co/GXvVFC4fLK?amp=1
https://amp.theguardian.com/news/2018/mar/17/cambridge-analytica-facebook-influence-us-election?CMP=share_btn_tw&__twitter_impression=true
https://www.wired.com/story/the-cambridge-analytica-data-apocalypse-was-predicted-in-2007/?utm_campaign=Data%2BElixir&utm_medium=email&utm_source=Data_Elixir_175
https://archive.nytimes.com/www.nytimes.com/external/readwriteweb/2010/01/10/10readwriteweb-facebooks-zuckerberg-says-the-age-of-privac-82963.html
Arrêt sur images — Cambridge Analytica : "Les données personnelles, c’est une photo de vous à poil" (💶 payant)
https://beta.arretsurimages.net/emissions/cambridge-analytica-les-donnees-personnelles-cest-une-photo-de-vous-a-poil
Retour sur le scandale Cambridge Analytica et la (molle) réponse de Facebook (💶 payant)
https://www.nextinpact.com/news/106349-retour-sur-scandale-cambridge-analytica-et-molle-reponse-facebook.htm?skipua=1
Zuckerberg has sold more Facebook stock in the last 3 months than any insider at any other company https://finance.yahoo.com/m/6ecf6e11-8682-3fb0-a852-d2d61a38f908/ss_zuckerberg-has-sold-more.html?soc_src=social-sh&soc_trk=fb
On en avait parlé dans l’épisode 38 le 3 mars 2017 !
https://www.spreaker.com/user/vhe74/bigdatahebdoep38
https://scout.ai/story/the-rise-of-the-weaponized-ai-propaganda-machine
C’est expliqué sur le youtube de Cambridge Analytica depuis deux ans
https://youtu.be/c_SlD7D_xug
https://youtu.be/lBgHrn-TrD8
Exploitation de nos données : quand le sage pointe le problème, l'idiot ne regarde que Facebook (💶 payant)
https://www.nextinpact.com/news/106078-exploitation-nos-donnees-quand-sage-pointe-probleme-idiot-ne-regarde-que-facebook.htm
Données personnelles : SFR, ou l’art de maquiller le recueil du consentement (💶 payant)
https://www.nextinpact.com/news/106365-donnees-personnelles-sfr-ou-lart-maquiller-recueil-consentement.htm
Orange et les données privées
Collision mortelle d'un piéton par une voiture autonome Uber
https://www.sciencesetavenir.fr/high-tech/transports/accident-mortel-entre-un-pieton-et-une-voiture-autonome-uber-la-police-publie-la-video_122190
http://www.01net.com/actualites/accident-mortel-waymo-charge-uber-et-indique-que-sa-voiture-autonome-aurait-evite-le-pieton-1404616.html

Everything about Self Driving Cars Explained for Non-Engineers
https://medium.com/swlh/everything-about-self-driving-cars-explained-for-non-engineers-f73997dcb60c

Distributed Data Show Episode 35: Apache Cassandra vs. the Cloud Databases with Jonathan Ellis
https://www.youtube.com/watch?v=JX9A85jKPag&t=0s&list=WL&index=5
Open-sourcing a 10x reduction in Apache Cassandra tail latency
https://engineering.instagram.com/open-sourcing-a-10x-reduction-in-apache-cassandra-tail-latency-d64f86b43589

Using Spark on Kubernetes Engine to Process Data in BigQuery
https://cloud.google.com/solutions/spark-on-kubernetes-engine
Datascience
Explained Simply: How an AI program mastered the ancient game of Go
https://medium.freecodecamp.org/explained-simply-how-an-ai-program-mastered-the-ancient-game-of-go-62b8940a9080
Mastering the game of Go with deep neural networks and tree search
https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf

Que doit-on attendre d’un outil de gouvernance des données ?
http://blog.ippon.fr/2018/03/05/que-doit-on-attendre-dun-outil-de-gouvernance-des-donnees/

Corrélation n'égale pas causalité !!!!
https://twitter.com/search?q=decathlon+cravache
https://www.youtube.com/watch?v=4EWKAoKGAyg (La statistique expliquée à mon chat - Tu bois du light ? T’es foutu !)

Le Moment Meurice, au salon du Big Data
https://www.youtube.com/watch?v=rSiZPogEmTE
Conférences
17-19 avril Devoxx France http://devoxx.fr/

Lisez le blog d'affini-Tech
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Alexander : https://twitter.com/alexanderdeja

Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
On recrute ! venez cruncher de la data avec nous ! écrivez nous à [email protected]

Building Reliable Reprocessing and Dead Letter Queues with Kafka
https://eng.uber.com/reliable-reprocessing/

Data Lineage sur Apache Spark avec Spline
http://blog.ippon.fr/2018/02/19/data-lineage-spark-avec-spline/

Elastic - Doubling Down on Open
https://www.elastic.co/blog/doubling-down-on-open
https://www.elastic.co/products/x-pack/open

JupyterLab is Ready for Users
https://blog.jupyter.org/jupyterlab-is-ready-for-users-5a6f039b8906

Cherami: Uber Engineering’s Durable and Scalable Task Queue in Go
https://eng.uber.com/cherami/

Streams in and out of Pravega
http://blog.pravega.io/2018/02/12/streams-in-and-out-of-pravega/
http://pravega.io/

Migrating Batch ETL to Stream Processing: A Netflix Case Study with Kafka and Flink
https://www.infoq.com/articles/netflix-migrating-stream-processing

Machine Learning pour les grand-mères
https://www.saagie.com/fr/blog/machine-learning-pour-les-grand-meres

AUTOMATED ML : IS IT THE END OF THE SEXIEST JOB OF THE 21ST CENTURY ?
http://blog.xebia.fr/2018/02/20/automated-machine-learning-is-it-the-end-of-the-sexiest-job-of-the-21st-century/

Google Cloud Auto ML
https://cloud.google.com/automl/

Apache MXNet - A flexible and efficient library for deep learning.
http://mxnet.incubator.apache.org/

Confluent and Apache Kafka in 2017
https://www.confluent.io/blog/confluent-apache-kafka-2017/

Oracle : l’insulte faite aux DBA
https://www.dsfc.net/infrastructure/base-de-donnees-infrastructure/oracle-insulte-faite-aux-dba/amp/

Apache Cassandra 3.11.2 release
https://www.mail-archive.com/dev@cassandra.apache.org/msg12075.html

Docker Meet Cassandra. Cassandra Meet Docker.
http://thelastpickle.com/blog/2018/01/23/docker-meet-cassandra.html

Autoscaling Dataproc clusters
https://blog.doit-intl.com/autoscaling-google-dataproc-clusters-21f34beaf8a3


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Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
On recrute ! venez cruncher de la data avec nous ! écrivez nous à [email protected]

Julien Anguenot d'Iland Cloud - https://www.iland.com/ - nous parle de CockroachDB - https://www.cockroachlabs.com/ - le clone open source de Cloud Spanner - https://cloud.google.com/spanner/) qu'il a mis en production en complément d'Apache Cassandra, pour des besoins internes.

Julien et Alexander participeront en tant que speakers au prochain Paris Cassandra Meetup le 31 Janvier 2018 chez Deezer : https://www.meetup.com/fr-FR/Cassandra-Paris-Meetup/events/246902065/

On a ouvert un Slack : bigdatahebdo.slack.com
invitation par DM @bigdatahebdo ou sur [email protected]

Lisez le blog D'affini-Tech
http://blog.affini-tech.com
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https://twitter.com/bigdatahebdo
Vincent : https://twitter.com/vhe74
Alexander : https://twitter.com/alexanderdeja & http://thelastpickle.com/blog
Julien : https://twitter.com/anguenot
Cette publication est sponsorisée par Affini-Tech ( http://affini-tech.com https://twitter.com/affinitech )
On recrute ! venez cruncher de la data avec nous ! écrivez nous à [email protected]