DZone

AUGUST 22, 2023

There are many libraries out there that can be used in machine learning projects. Of course, some of them gained considerable reputations through the years. Such libraries are the straight-away picks for anyone starting a new project which utilizes machine learning algorithms. However, choosing the correct set (or stack) may be quite challenging. The Why In this post, I would like to give you a general overview of the machine learning libraries landscape and share some of my thoughts about worki

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InfoQ

AUGUST 22, 2023

Recently Golem released its flagship product Golem Cloud, a durable computing platform allowing developers to build and deploy long-running, stateful serverless workers that are resistant to failures, upgrades, and updates. The product is currently in developer preview.

Serverless 81

Serverless Cloud Development Open Source 81

DZone

AUGUST 22, 2023

Once we press the merge button, that code is no longer our responsibility. If it performs sub-optimally or has a bug, it is now the problem of the DevOps team, the SRE, etc. Unfortunately, those teams work with a different toolset. If my code uses up too much RAM, they will increase RAM. When the code runs slower, it will increase CPU. In case the code crashes, they will increase concurrent instances.

Code 204

Code DevOps Performance Development 204

Percona

AUGUST 22, 2023

Estimates vary, but most reports put the average cost of unplanned database downtime at approximately $300,000 to $500,000 per hour, or $5,000 to $8,000 per minute. With so much at stake, database high availability and fault tolerance have become must-have items, but many companies just aren’t certain which one they must have. This blog article will examine shared attributes of high availability (HA) and fault tolerance (FT).

Availability 82

Availability Hardware Open Source Database 82

DZone

AUGUST 22, 2023

Just-In-Time is a dynamic compilation technique that allows software programs to be compiled at runtime, optimizing performance and reducing startup times. It has enabled developers to write code that is both highly efficient and flexible, thanks to this innovative approach. With JIT compilation, developers can now focus on writing code that is more expressive and concise without sacrificing performance.

Programming 187

Programming Innovation Efficiency Code 187

DZone

AUGUST 22, 2023

As a major part of a company's data asset, logs bring value to businesses in three aspects: system observability, cyber security, and data analysis. They are your first resort for troubleshooting, your reference for improving system security, and your data mine, where you can extract information that points to business growth. Logs are the sequential records of events in the computer system.

Systems 100

Systems 100

DZone

AUGUST 22, 2023

HTTP headers are essential elements in the communication between clients (e.g., web browsers) and servers on the internet. They contain metadata, which is additional information about the client or the request being made. These headers allow clients and servers to negotiate and agree on various aspects of communication. For example, headers can specify the format in which the client expects the response data, such as JSON or XML.

Internet 100

Internet Internet Servers 100