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You are here: Home / Archives for BIG Data & Analytics

Explaining Predictions with SHAP Values

August 17, 2023 by cbn Leave a Comment

Explaining Predictions with SHAP Values

BigML offers a chat support interface, where our users get their questions about our platform answered quickly. Recently, an academic Continue reading

Filed Under: BIG Data & Analytics

Grammarly Replaces Its In-House Data Lake With Databricks Platform Using Medallion Architecture

July 24, 2023 by cbn Leave a Comment

Grammarly Replaces Its In-House Data Lake With Databricks Platform Using Medallion Architecture

Grammarly adopted the medallion architecture while migrating from their in-house data lake, storing Parquet files in AWS S3, to the Delta Lake lakehouse. The company created a new event store for over 6000 event types from 40 internal and external clients and, in the process, improved data quality and reduced the data-delivery time by 94%. […]

Filed Under: BIG Data & Analytics

How LinkedIn Serves Over 4.8 Million Member Profiles per Second

July 3, 2023 by cbn Leave a Comment

How LinkedIn Serves Over 4.8 Million Member Profiles per Second

LinkedIn introduced Couchbase as a centralized caching tier for scaling member profile reads to handle increasing traffic that has outgrown their existing database cluster. The new solution achieved over 99% hit rate, helped reduce tail latencies by more than 60% and costs by 10% annually. By Rafal Gancarz

Filed Under: BIG Data & Analytics

Mini book: Data Engineering Innovations eMag

June 27, 2023 by cbn Leave a Comment

Mini book: Data Engineering Innovations eMag

In the InfoQ “Data Engineering Innovations” eMag, you’ll find up-to-date case studies and real-world data engineering solutions from technology SME’s and leading data practitioners in the industry. By InfoQ

Filed Under: BIG Data & Analytics

Discord Migrates Trillions of Messages from Cassandra to ScyllaDB

June 22, 2023 by cbn Leave a Comment

Discord Migrates Trillions of Messages from Cassandra to ScyllaDB

Discord has migrated trillions of message records from Apache Cassandra to ScyllaDB, reducing the size of the largest cluster from 177 Cassandra nodes to 72 ScyllaDB nodes and reducing tail latencies for reads and writes. The move has unlocked new product use cases because of the improved database stability and performance. By Rafal Gancarz

Filed Under: BIG Data & Analytics

Article: Minimising the Impact of Machine Learning on our Climate

May 30, 2023 by cbn Leave a Comment

Article: Minimising the Impact of Machine Learning on our Climate

This article introduces the field of green software engineering, showing the Green Software Foundation’s Software Carbon Intensity Specification, which is used to estimate the carbon footprint of software, and discusses ideas on how to make machine learning greener. It aims to give you the tools to take an active part in the climate solution By […]

Filed Under: BIG Data & Analytics

Adopting Artificial Intelligence: Things Leaders Need to Know

May 18, 2023 by cbn Leave a Comment

Adopting Artificial Intelligence: Things Leaders Need to Know

Artificial intelligence (AI) can help companies identify new opportunities and products, and stay ahead of the competition. Senior software managers should understand the basics of how this new technology works, why agility is important in developing AI products, and how to hire or train people for new roles. By Ben Linders

Filed Under: BIG Data & Analytics

AWS Introduces Athena Provisioned Capacity

May 4, 2023 by cbn Leave a Comment

AWS Introduces Athena Provisioned Capacity

AWS recently announced a new feature Provisioned Capacity for Athena, that allows users to run SQL queries on fully-managed compute capacity for a fixed price and no long-term commitments. By Steef-Jan Wiggers

Filed Under: BIG Data & Analytics, CLOUD

Will ChatGPT help retire me as Software Engineer anytime soon?

March 23, 2023 by cbn Leave a Comment

Will ChatGPT help retire me as Software Engineer anytime soon?

Joining the legions of people that are amazed by the offerings recently disclosed in the OpenAI portfolio, I wanted to Continue reading

Filed Under: BIG Data & Analytics, Uncategorized

BigML is spinning out AccuShoot!

March 17, 2023 by cbn Leave a Comment

BigML is spinning out AccuShoot!

The BigML Team is very excited to share that we are spinning out AccuShoot and you can get a little piece of it by investing Continue reading

Filed Under: BIG Data & Analytics

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