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Friday, December 20, 2024

Key Takeaways from AWS re:Invent 2024


AWS re:Invent is considered one of my favourite commerce exhibits. It is one of many largest tech conferences of the 12 months, and it is a chance to have lots of of conversations with clients and prospects, hear their priorities, challenges, and hopes, and provides them a Cloudera tote bag or a pair of orange sun shades.

What follows is a set of some issues I discovered and noticed throughout my week in Las Vegas.

It is about AI

Lately, AI has skyrocketed to the highest of the “peak of inflated expectations” on Gartner’s Hype Cycle, and unsurprisingly, lots of the classes, demos, and conversations on the convention centered on leveraging AI. .

Cloudera partnered with Nvidia in two classes the place we share our AI Inference service, which makes use of NVIDIA NIM microservices to speed up the event and deployment of AI fashions, and assist the scaling of these fashions. We additionally share our Accelerators for Machine Studying Initiatives, or AMPs, that are templates for machine studying/AI fashions that clients can deploy with the clicking of a button and begin customizing, lowering the time it takes to deploy fashions. in manufacturing.

Lastly, we hosted a hands-on workshop to information attendees by way of a recovery-augmented-generation (RAG) workflow inside Cloudera AI to point out how simple it’s to deploy contextualized fashions primarily based on organizational information..

Our objective is to make it simple, quick and protected for purchasers to get began with AI and see the worth of their tasks, and that was a message that resonated with just about everybody who visited our classes and sales space.

Sustainable AI will likely be a core competency for firms

Sustainability was a key theme all through the convention. As firms take into consideration the place and the way to deploy AI workloads, they have to think about the monetary and environmental impacts of these selections. Cloudera is proud to companion with AWS to assist mutual clients deploy sustainable AI options by leveraging AWS Graviton processors, lowering consumption and prices whereas enhancing the efficiency of AI workloads.

You may learn extra in regards to the partnership and its implications. right here.

Distributed information is right here to remain

re:Invent is clearly a cloud convention, however a lot of the clients we spoke to had much more than simply their AWS atmosphere. Prospects are confronted with information shops throughout a number of clouds and on-premises environments that, for numerous causes, might by no means transfer to a cloud. Nevertheless, they nonetheless want to offer entry to a unified view of that information for a lot of use circumstances, from buyer analytics to operational effectivity.

A key consideration for purchasers on this state of affairs is to simplify as a lot as attainable: select platforms that present a constant expertise, leverage instruments that span a number of environments, and put money into open requirements, applied sciences, and processes to make sure most flexibility now and sooner or later. on a regular basis. sooner or later.

Trusted information is essential to AI success

Knowledge professionals know that whereas the present hype is round AI, the actual work of producing optimistic outcomes from AI fashions begins with offering safe, ruled entry to trusted information. Inevitably, most companies will discover themselves managing distributed methods, usually throughout a number of clouds and on-premises. Cloudera Shared Knowledge Expertise (SDX) stays the one resolution that gives constant safety, governance, accessibility, and observability throughout all information shops wherever they reside, whereas additionally offering the engines to course of and analyze that information.

It is a essential element of the AI ​​workflow, and if I have been to wager on a few of the the reason why AI won’t dwell as much as expectations, my first guess could be that getting dependable information is more durable to attain. what most organizations imagine with out a deal with metadata and a single supply of safety and governance.

Iceberg is the winner

Apache Iceberg was in all places this week, with large bulletins from AWS, cloudand others associated to supporting our shoppers’ transition to the open desk format. It has been clear for many of 2024 that Iceberg is now the consensus alternative for the open desk format and the market is coalescing round it.

Cloudera’s funding and assist for open metadata requirements, our true hybrid structure, and our native Spark providing for Iceberg mix to make us the perfect firm. Iceberg Knowledge Lake Home. Spark is the perfect engine for information processing, together with ingestion and transformation, and whereas we offer many execution engines for information workloads along with Iceberg, we additionally assist information sharing by way of the REST catalog specification from Iceberg, in addition to connections to third-party engines. . The result’s true engine freedom and a discount in copying and information motion.

It is an thrilling time for everybody within the Iceberg ecosystem. At earlier conferences, I spent way more time presenting and educating shoppers about the advantages of Iceberg and open desk codecs. There was nonetheless a ignorance in regards to the challenge. This 12 months, it appeared just like the desk format wanted no introduction. We stay up for working with AWS and others to construct the perfect Iceberg Lake residence attainable.

Flo Rida nonetheless has it

At re:Invent, we partnered with Mission Cloud to co-present IGNITE24 for our shoppers with Flo Rida, and it didn’t disappoint. The occasion embodied the spirit of collaboration that defines our work with AWS and our companions. Through the companion keynote at AWS re:Invent, Dr. Ruba Borno, vice chairman of world companions and specialists, in contrast the AWS companion ecosystem to a symphony. Simply as a symphony requires various devices to create a harmonious masterpiece, digital transformation relies on orchestrating the experience and innovation of companions throughout the ecosystem.

At IGNITE24, we have fun the significance of working collectively to attain one thing larger than the sum of its elements, a precept that AWS echoed in its messages in regards to the energy of partnership, shared targets, and mutual success.

Occasions like these remind us that whereas the work of remodeling companies with information is difficult, it’s also a chance to attach, collaborate, and have fun our shared journey.

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