consistency
Insights on building, scaling, and enforcing real-time decisions in modern data-driven systems.
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ACID Without Locks: Why Deterministic Concurrency Works
Is your database truly ACID compliant—or just locked down by compromises? In the ever-evolving landscape of databases, ACID compliance remains…
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Changing Definition of Real-Time
A lot of the mainstream media coverage of 5G revolves around the potential benefits for the individual consumers, such as…
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6 Reasons Why Your Machine Learning Project Will Fail to Get Into Production
There is a massive difference between generating the input data needed by a Machine Learning model once (to prove a…
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Keeping up with Header Bidding’s performance requirements
Pretty much anyone who knows adtech will tell you that header bidding is the future of the industry. Header bidding allows…
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Data Consistency – Why You Need an ACID Database in Financial Services
In 2016, we partnered with Research Now to conduct a survey on a subject we take very seriously: data consistency.…
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MiFID II – You’re doing it wrong …
Many financial services organizations are well on their way to implementing a data management and reporting strategy to comply with…
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3 Key Points from our webinar Preparing for a New Programmatic Adtech World with TripleLift
One of the reasons I love working for a leading-edge database company is that I get to talk to and…
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Lack of consistency is the hobgoblin of data management (and other survey results)
We did a survey last year to see how enterprises viewed the need for “real time”(see https://www.voltactivedata.com/blog/worlds-apart-real-time-data-disconnect). Since we are…
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Read Repair – a solution to eventual consistency?
I got some fairly harsh feedback for my last post, “Lies, Damned Lies and “Eventual Consistency.” It’s clear a lot…
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Lies, Damned Lies and “Eventual Consistency”
Let me start by making an arrogant statement: There is no such thing as eventual consistency. There is only ‘Immediate…
Let’s Talk
Volt is the real-time decisioning layer for mission-critical systems, ensuring decisions are made and enforced immediately against accurate state, even under sustained load.
If your system cannot tolerate delayed enforcement, inconsistent behavior, or reconciliation after the fact, let’s start a conversation about whether a dedicated decisioning layer makes sense for your architecture.