System Architecture

System Architecture

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How to Get Started with Data Streaming
How to Get Started with Data Streaming
With Kafka and associated tools, developers can create stream-processing pipelines that transform data for real-time applications.
·thenewstack.io·
How to Get Started with Data Streaming
Where Financial Models Meet Large Language Models
Where Financial Models Meet Large Language Models
If you are a Global 20,000 company and you want to build a large language model that is specifically tuned to your business, the first thing you need is a
·nextplatform.com·
Where Financial Models Meet Large Language Models
Keep the monolith, but split the workloads | incident.io
Keep the monolith, but split the workloads | incident.io
Everybody loves a monolith, but you can hit issues as you scale. This post is about a technique – splitting your workloads – that can significantly reduce that pain, costs little, and can be applied early.
·incident.io·
Keep the monolith, but split the workloads | incident.io
There Is No Resilience without Chaos
There Is No Resilience without Chaos
Chaos engineering has emerged as an increasingly essential process to maintain reliability for applications — or in not only cloud native but any IT environment.
·thenewstack.io·
There Is No Resilience without Chaos
Feel the Power: IBM intros Direct PCIe-attach drives – Blocks and Files
Feel the Power: IBM intros Direct PCIe-attach drives – Blocks and Files
IBM now provides direct, switchless access to a Power server’s flash drives, the aim being to enable more cores to access more drives with higher data access bandwidth. The Power server products are IBM’s proprietary servers and pretty much the  last proprietary server CPU technology holdout against the dominant x86 processors and rising Arm and […]
·blocksandfiles.com·
Feel the Power: IBM intros Direct PCIe-attach drives – Blocks and Files
New Open Source Runtime for Web Developers Uses P2P
New Open Source Runtime for Web Developers Uses P2P
Socket Runtime supports app deployment on any OS, both mobile and desktop. Designed for web developers, it supports frontend libraries.
·thenewstack.io·
New Open Source Runtime for Web Developers Uses P2P
Socket Supply Co.
Socket Supply Co.
Write Once. Run Anywhere. Connect Everyone. P2P and local-first for Web Developers. Socket Apps
·socketsupply.co·
Socket Supply Co.
19 random digits is not enough to uniquely identify all human beings
19 random digits is not enough to uniquely identify all human beings
Suppose that you assigned everyone an 19 digit number. What is the probability that two human beings would have the same number? It is an instance of the Birthday’s paradox. Assuming that there are 8 billion people, the probability that at least two of them end up with the same number is given by the … Continue reading 19 random digits is not enough to uniquely identify all human beings
·lemire.me·
19 random digits is not enough to uniquely identify all human beings
Internet-Scale Video Requires Its Own Kind Of Supercomputing
Internet-Scale Video Requires Its Own Kind Of Supercomputing
Video has taken over the Internet, with almost 80 percent or so of the traffic being video. Datacenters over the past several years have increasingly
·nextplatform.com·
Internet-Scale Video Requires Its Own Kind Of Supercomputing
The Crazy Eights Of Large Language Models
The Crazy Eights Of Large Language Models
We read a fairly large number of technical papers here at The Next Platform, and it is a rare thing indeed when we can recommend that everyone – or damned
·nextplatform.com·
The Crazy Eights Of Large Language Models
Flyte: An Open Source Orchestrator for ML/AI Workflows
Flyte: An Open Source Orchestrator for ML/AI Workflows
Flyte is an open source orchestration tool for managing the workflow of machine learning and AI projects. It runs on top of Kubernetes.
·thenewstack.io·
Flyte: An Open Source Orchestrator for ML/AI Workflows
Load Balancing
Load Balancing
A bottom-up, animated guide to HTTP load balancing algorithms.
·samwho.dev·
Load Balancing
Modular Errors in Rust
Modular Errors in Rust
It is thankfully common wisdom nowadays that documentation must be placed as near as possible to the code it documents, and should be fine-grained to a minimal unit of describability (the thing being documented). The practice provides numerous benefits to the codebase and project as a whole:
·sabrinajewson.org·
Modular Errors in Rust
Google Investigates a New Approach for Workload Isolation
Google Investigates a New Approach for Workload Isolation
Google's exprierimental Workload Security Rings classifies the workloads by security requirements and then isolates and enforces each class at the machine boundary.
·thenewstack.io·
Google Investigates a New Approach for Workload Isolation
The shrinking role of semaphores
The shrinking role of semaphores
The kernel's handling of concurrency has changed a lot over the years. In 2023, a kernel developer's toolkit includes tools like completions, highly optimized mutexes, and a variety of lockless algorithms. But, once upon a time, concurrency control came down to the use of simple semaphores; a discussion on a small change to the semaphore API shows just how much the role of semaphores has changed over the course of the kernel's history.
·lwn.net·
The shrinking role of semaphores
How to Automate Your Wasteful Processes
How to Automate Your Wasteful Processes
Once you have identified wasteful processes in your organization, how should you go about addressing and reducing this toil for the team?
·thenewstack.io·
How to Automate Your Wasteful Processes
Building GitHub with Ruby and Rails | The GitHub Blog
Building GitHub with Ruby and Rails | The GitHub Blog
Since the beginning, GitHub.com has been a Ruby on Rails monolith. Today, the application is nearly two million lines of code and more than 1,000 engineers collaborate on it daily. We deploy as often as 20 times a day, and nearly every week one of those deploys is a Rails upgrade. Upgrading Rails weekly Every […]
·github.blog·
Building GitHub with Ruby and Rails | The GitHub Blog
Replacing bad systems with bad systems
Replacing bad systems with bad systems
A metaphor involving parking meters. Over the years, parking meters in town have evolved into a cumbersome, awkward system. Coins are heavy and you need to have them handy, meters need to be reinfo…
·seths.blog·
Replacing bad systems with bad systems