• Latest
  • Trending
Data Predictions for 2022 by Alluxio

Data Predictions for 2022 by Alluxio

December 23, 2021
Inaugural AfCFTA Conference on Women and Youth in Trade

Inaugural AfCFTA Conference on Women and Youth in Trade

September 6, 2022
Instagram fined €405m over children’s data privacy

Instagram fined €405m over children’s data privacy

September 6, 2022
8 Most Common Causes of a Data Breach

5.7bn data entries found exposed on Chinese VPN

August 18, 2022
Fibre optic interconnection linking Cameroon and Congo now operational

Fibre optic interconnection linking Cameroon and Congo now operational

July 15, 2022
Ericsson and MTN Rwandacell Discuss their Long-Term Partnership

Ericsson and MTN Rwandacell Discuss their Long-Term Partnership

July 15, 2022
Airtel Africa Purchases $42M Worth of Additional Spectrum

Airtel Africa Purchases $42M Worth of Additional Spectrum

July 15, 2022
Huawei steps up drive for Kenyan talent

Huawei steps up drive for Kenyan talent

July 15, 2022
TSMC predicts Q3 revenue boost thanks to increased iPhone 13 demand

TSMC predicts Q3 revenue boost thanks to increased iPhone 13 demand

July 15, 2022
Facebook to allow up to five profiles tied to one account

Facebook to allow up to five profiles tied to one account

July 15, 2022
Top 10 apps built and managed in Ghana

Top 10 apps built and managed in Ghana

July 15, 2022
MTN Group to Host the 2nd Edition of the MoMo API Hackathon

MTN Group to Host the 2nd Edition of the MoMo API Hackathon

July 15, 2022
KIOXIA Introduce JEDEC XFM Removable Storage with PCIe/NVMe Spec

KIOXIA Introduce JEDEC XFM Removable Storage with PCIe/NVMe Spec

July 15, 2022
  • Consumer Watch
  • Kids Page
  • Directory
  • Events
  • Reviews
Tuesday, 7 February, 2023
  • Login
itechnewsonline.com
  • Home
  • Tech
  • Africa Tech
  • InfoSEC
  • Data Science
  • Data Storage
  • Business
  • Opinion
Subscription
Advertise
No Result
View All Result
itechnewsonline.com
No Result
View All Result

Data Predictions for 2022 by Alluxio

Hybrid and multi-cloud, AI and deep learning, services, data sharing, new table formats

by ITECHNEWS
December 23, 2021
in Data Storage, Leading Stories
0 0
0
Data Predictions for 2022 by Alluxio

More organizations will advance their data strategy running more diverse workloads on a wider variety of platforms across clouds and hybrid clouds. 2022 will see even more advances in AI, ML and analytic workloads and technologies and services to support them.

Li outlines the following major trends that guide his predictions:

Hybrid Cloud a Reality and Multi-Cloud Strategy a No-Brainer
We’ve already seen a hybrid-cloud strategy with multiple data centers and public cloud providers emerge as the standard for large enterprises as the operational toolset continues to evolve and simplify cloud migrations. In 2022, we will see organizations grow their digital footprint by embracing the hybrid and multi-cloud model to enjoy elasticity and agility in the cloud, while maintaining tight control of the data they own. Cloud vendors will keep innovating and competing with differentiated capabilities in network connectivity and physical infrastructure improvements because organizations wouldn’t want being locked-in.

YOU MAY ALSO LIKE

Inaugural AfCFTA Conference on Women and Youth in Trade

Instagram fined €405m over children’s data privacy

Mainstream AI and Deep Learning
As the toolset for AI applications continues to evolve, ML and deep learning platforms have entered the mainstream and will attain the same level of maturity as specialized data analytics. Just like we currently see a plethora of fully integrated managed services based on Apache Spark and Presto, in 2022 we will see vertical integrations emerging based on the likes of PyTorch and Tensorflow. MLOps for pipeline automation and management will become essential, further lowering the barriers and accelerating the adoption of AI and ML.

Services for Everything
Operational complexity was the demise of Hadoop on-premises. Cloud services offer the ease of elasticity of infrastructure provisioning with little operational costs. In 2022, we will see the emergence of managed services not just for cloud environments but also hybrid-cloud and on-premises deployments to eliminate complexity from integrations of myriad components such as data catalog, data governance, computational frameworks, visualization and notebooks.

Data Sharing Across the Cloud
With SaaS and managed services in the cloud creating data silos, improved governance and catalog with a data fabric spanning multiple services will come to the rescue in 2022. Sharing data across tenants and multiple service providers efficiently and securely will make data exchange easier than ever before.

Rise of Table Formats for Data Lakes
New stack both in the storage and the compute layer keeps innovating. Data Lakes are rising to prominence and structured data is transitioning to new formats. In 2022, open-source projects like Apache Iceberg or Apache Hudi will replace more traditional Hive warehouses in cloud-native environments, enabling Presto and Spark workloads running more efficiently on a large scale.

Source: Alluxio, Inc.‘s founder and CEO Haoyuan
Tags: AlluxiodataHybrid Cloudmulti-cloud
ShareTweetShare
Plugin Install : Subscribe Push Notification need OneSignal plugin to be installed.

Search

No Result
View All Result

Recent News

Inaugural AfCFTA Conference on Women and Youth in Trade

Inaugural AfCFTA Conference on Women and Youth in Trade

September 6, 2022
Instagram fined €405m over children’s data privacy

Instagram fined €405m over children’s data privacy

September 6, 2022
8 Most Common Causes of a Data Breach

5.7bn data entries found exposed on Chinese VPN

August 18, 2022

About What We Do

itechnewsonline.com

We bring you the best Premium Tech News.

Recent News With Image

Inaugural AfCFTA Conference on Women and Youth in Trade

Inaugural AfCFTA Conference on Women and Youth in Trade

September 6, 2022
Instagram fined €405m over children’s data privacy

Instagram fined €405m over children’s data privacy

September 6, 2022

Recent News

  • Inaugural AfCFTA Conference on Women and Youth in Trade September 6, 2022
  • Instagram fined €405m over children’s data privacy September 6, 2022
  • 5.7bn data entries found exposed on Chinese VPN August 18, 2022
  • Fibre optic interconnection linking Cameroon and Congo now operational July 15, 2022
  • Home
  • InfoSec
  • Opinion
  • Africa Tech
  • Data Storage

© 2021-2022 iTechNewsOnline.Com - Powered by BackUPDataSystems

No Result
View All Result
  • Home
  • Tech
  • Africa Tech
  • InfoSEC
  • Data Science
  • Data Storage
  • Business
  • Opinion

© 2021-2022 iTechNewsOnline.Com - Powered by BackUPDataSystems

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In
Go to mobile version