In February, Oracle slung out a data science platform that integrated real-time analytics with its databases. That's all well and good if developers are OK with the stack having a distinctly Big Red hue, but maybe they want choice.
This week, Redis Labs came up with something for users looking for help with the performance of real-time analytics of the kind used for fraud detection or stopping IoT-monitored engineering going kaput without necessarily locking them into a single database, cloud platform or application vendor.
Redis Labs, which backs the open-source in-memory Redis database, has built what it calls an "AI serving platform" in collaboration with AI specialist Tensorwerk.
RedisAI includes deploying the model, running the inferencing and performance monitoring within the database bringing analytics closer to the data, and improving performance, according to Redis Labs.
Bryan Betts, principal analyst with Freeform Dynamics, told us the product was aimed at a class of AI apps where you need to constantly monitor and retrain the AI engine as it works.
"Normally you have both a compute server and a database at the back end, with training data moving to and fro between them," he said. "What Redis and Tensorwerk have done is to build the AI computation ability that you need to do the retraining right into the database. This should cut out a stack of latency at least for those applications that fit its profile, which won't be all of them."
Betts said other databases might do the same, but developers would have to commit to specific AI technology. To accept that lock-in, they would need to be convinced the performance advantages outweigh the loss of the flexibility to choose the "best" AI engine and database separately.
IDC senior research analyst Jack Vernon told us the Redis approach was similar to that of Oracle's data science platform, where the models sit and run in the database.
"On Oracle's side, though, that seems to be tied to their cloud," he said. "That could be the real differentiating thing here: it seems like you can run Redis however you like. You're not going to be tied to a particular cloud infrastructure provider, unlike a lot of the other AI data science platforms out there."
SAP, too, offers real-time analytics on its in-memory HANA database, but users can expect to be wedded to its technologies, which include the Leonardo analytics platform.
Redis Labs said the AI serving platform would give developers the freedom to choose their own AI back end, including PyTorch and TensorFlow. It works in combination with RedisGears, a serverless programmable engine that supports transaction, batch, and event-driven operations as a single data service and integrates with application databases such as Oracle, MySQL, SQLServer, Snowflake or Cassandra.
Yiftach Shoolman, founder and CTO at Redis Labs, said that while researchers worked on improving the chipset to boost AI performance, this was not necessarily the source of the bottleneck.
"We found that in many cases, it takes longer to collect the data and process it before you feed it to your AI engine than the inferences itself takes. Even if you improve your inferencing engine by an order of magnitude, because there is a new chipset in the market, it doesn't really affect the end-to-end inferencing time."
Analyst firm Gartner sees increasing interest in AI ops environments over the next four years to improve the production phase of the process. In the paper "Predicts 2020: Artificial Intelligence Core Technologies", it says: "Getting AI into production requires IT leaders to complement DataOps and ModelOps with infrastructures that enable end-users to embed trained models into streaming-data infrastructures to deliver continuous near-real-time predictions."
Vendors across the board are in an arms race to help users "industrialise" AI and machine learning that is to take it from a predictive model that tells you something really "cool" to something that is reliable, quick, cheap and easy to deploy. Google, AWS and Azure are all in the race along with smaller vendors such as H2O.ai and established behemoths like IBM.
While big banks like Citi are already some way down the road, vendors are gearing up to support the rest of the pack. Users should question who they want to be wedded to, and what the alternatives are.
Sponsored: Practical tips for Office 365 tenant-to-tenant migration
Originally posted here:
Live analytics without vendor lock-in? It's more likely than you think, says Redis Labs - The Register
- Setting up a Virtual Server on Ninefold - Video [Last Updated On: February 26th, 2012] [Originally Added On: February 26th, 2012]
- ScaleXtreme Automates Cloud-Based Patch Management For Virtual, Physical Servers [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- Secure Cloud Computing Software manages IT resources. [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- Dell unveils new servers, says not a PC company [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- Wyse to Launch Client Infrastructure Management Software as a Service, Enabling Simple and Secure Management of Any ... [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- As the App Culture Builds, Dell Accelerates its Shift to Services with New Line of Servers, Flash Capabilities [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- Terraria - Cloud In A Ballon - Video [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- Ethernet Alliance Interoperability Demo Showcases High-Speed Cloud Connections [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- RSA and Zscaler Teaming Up to Deliver Trusted Access for Cloud Computing [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- [NEC Report from MWC2012] NEC-Cloud-Marketplace - Video [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- IBM SmartCloud Virtualized Server Recovery - Video [Last Updated On: February 28th, 2012] [Originally Added On: February 28th, 2012]
- BeyondTrust Launches PowerBroker Servers Windows Edition [Last Updated On: February 29th, 2012] [Originally Added On: February 29th, 2012]
- Ericsson joins OpenStack cloud infrastructure community [Last Updated On: February 29th, 2012] [Originally Added On: February 29th, 2012]
- ScaleXtreme Cloud-Based Patch Management Open for New Customers [Last Updated On: March 1st, 2012] [Originally Added On: March 1st, 2012]
- RootAxcess - Getting Started - Video [Last Updated On: March 1st, 2012] [Originally Added On: March 1st, 2012]
- How to Create a Terraria Server 1.1.2 (All Links Provided) - Video [Last Updated On: March 1st, 2012] [Originally Added On: March 1st, 2012]
- Dell #1 in Hyperscale Servers (Steve Cumings) - Video [Last Updated On: March 1st, 2012] [Originally Added On: March 1st, 2012]
- Managing SAP on Power Systems with Cloud technologies delivers superior IT economics - Video [Last Updated On: March 1st, 2012] [Originally Added On: March 1st, 2012]
- AMD Acquires Cloud Server Maker SeaMicro for $334M USD [Last Updated On: March 3rd, 2012] [Originally Added On: March 3rd, 2012]
- Web Host 1&1 Provides More Flexibility with Dynamic Cloud Server [Last Updated On: March 3rd, 2012] [Originally Added On: March 3rd, 2012]
- Leap Day brings down Microsoft's Azure cloud service [Last Updated On: March 3rd, 2012] [Originally Added On: March 3rd, 2012]
- RightMobileApps White Label Program - Video [Last Updated On: March 3rd, 2012] [Originally Added On: March 3rd, 2012]
- bzst server ban #2 - Video [Last Updated On: March 3rd, 2012] [Originally Added On: March 3rd, 2012]
- “Cloud storage served from an array would cost $2 a gigabyte” [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- More Flexibility with the 1&1 Dynamic Cloud Server [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- Hub’s future jobs may be in cloud [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- Cloud computing growing jobs, says Microsoft [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- TurnKey Internet Launches WebMatrix, a New Application in Partnership with Microsoft [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- Cebit 2012: SAP Cloud Computing Strategy - Introduction - Video [Last Updated On: March 6th, 2012] [Originally Added On: March 6th, 2012]
- Dome9 Security Launches Industry's First Free Cloud Security for Unlimited Number of Servers [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- Servers Are Refreshed With Intel's New E5 Chips [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- Samsung's AllShare Play pushes pictures from phone to cloud and TV [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- Google drops the price of Cloud Storage service [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- New Intel Server Technology: Powering the Cloud to Handle 15 Billion Connected Devices [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- Swisscom IT Services Launches Cloud Storage Services Powered by CTERA Networks [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- KineticD Releases Suite of Cloud Backup Offerings for SMBs [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- First Look: Samsung Allshare Play - Video [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- Bill The Server Guy Introduces the New Intel XEON e5-2600 (Romley) Server CPU's - Video [Last Updated On: March 7th, 2012] [Originally Added On: March 7th, 2012]
- New Cisco servers have Intel Xeon E5 inside [Last Updated On: March 8th, 2012] [Originally Added On: March 8th, 2012]
- Cisco rolls out UCS servers with Intel Xeon E5 chips [Last Updated On: March 8th, 2012] [Originally Added On: March 8th, 2012]
- From scooters to servers: The best of Launch, Day One [Last Updated On: March 8th, 2012] [Originally Added On: March 8th, 2012]
- Computer Basics: What is the Cloud? - Video [Last Updated On: March 9th, 2012] [Originally Added On: March 9th, 2012]
- Could the digital 'cloud' crash? [Last Updated On: March 10th, 2012] [Originally Added On: March 10th, 2012]
- Dome9 Security Launches Free Cloud Security For Unlimited Number Of Servers [Last Updated On: March 10th, 2012] [Originally Added On: March 10th, 2012]
- Cloud computing 'made in Germany' stirs debate at CeBIT [Last Updated On: March 11th, 2012] [Originally Added On: March 11th, 2012]
- New Key Technology Simplifies Data Encryption in the Cloud [Last Updated On: March 11th, 2012] [Originally Added On: March 11th, 2012]
- Can a private cloud drive energy efficiency in datacentres? [Last Updated On: March 12th, 2012] [Originally Added On: March 12th, 2012]
- Porticor's new key technology simplifies data encryption in the cloud [Last Updated On: March 12th, 2012] [Originally Added On: March 12th, 2012]
- Borders + Gratehouse Adds Three New Clients in Cloud Sector [Last Updated On: March 12th, 2012] [Originally Added On: March 12th, 2012]
- Dell to invest $700 mn in R&D, unveils 12G servers [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- Defiant Kaleidescape To Keep Shipping Movie Servers [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- Data Centre Transformation Master Class 3: Cloud Architecture - Video [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- DotNetNuke Tutorial - Great hosting tool - PowerDNN Control Suite - part 1/3 - Video #310 - Video [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- Cloud Computing - 28/02/12 - Video [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- SYS-CON.tv @ 9th Cloud Expo | Nand Mulchandani, CEO and Co-Founder of ScaleXtreme - Video [Last Updated On: March 13th, 2012] [Originally Added On: March 13th, 2012]
- Oni Launches New Cloud Services for Enterprises Using CA Technologies Cloud Platform [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- SmartStyle Advanced Technology - Video [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- SmartStyle Infrastructure - Video [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- The Hidden Risk of a Meltdown in the Cloud [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- FireHost Launches Secure Cloud Data Center in Phoenix, Arizona [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- Panda Security Launches New Channel Partner Recruitment Campaign: "Security to the Power of the Cloud" [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- NetSTAR, Inc. Announces Safe and Secure Web Browsers for iPhones, iPads, and Android Devices [Last Updated On: March 14th, 2012] [Originally Added On: March 14th, 2012]
- Amazon Cloud Powered by 'Almost 500,000 Servers' [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- NetSTAR Announces Secure Web Browsers For iPhones, iPads, And Android Devices [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Be Prepared For When the Cloud Really Fails [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Dr. Cloud explains dinCloud's hosted virtual server solution - Video [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- New estimate pegs Amazon's cloud at nearly half a million servers [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Amazon’s Web Services Uses 450K Servers [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Saving File On Internet - Cloud Computing - Video [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- DotNetNuke Tutorial - Great hosting tool - PowerDNN Control Suite - part 2/3 - Video #311 - Video [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Linux servers keep growing, Windows & Unix keep shrinking [Last Updated On: March 15th, 2012] [Originally Added On: March 15th, 2012]
- Cloud Desktop from Compute Blocks - Video [Last Updated On: March 16th, 2012] [Originally Added On: March 16th, 2012]
- Amazon EC2 cloud is made up of almost half-a-million Linux servers [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- HP trots out new line of “self-sufficient” servers [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- Cloud Web Hosting Reviews - Australian Cloud Hosting Providers - Video [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- Using Porticor to protect data in a snapshot scenario in AWS - Video [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- CDW - Charles Barkley - New Office - Video [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- Nearly a Half Million Servers May Power Amazon Cloud [Last Updated On: March 17th, 2012] [Originally Added On: March 17th, 2012]
- Morphlabs CEO Winston Damarillo talks about their mCloud Rack - Video [Last Updated On: March 20th, 2012] [Originally Added On: March 20th, 2012]
- AMD reaches for the cloud with new server chips [Last Updated On: March 20th, 2012] [Originally Added On: March 20th, 2012]