Remote work is a form of employment in which a specialist does not work in an office but performs their duties from home, a coworking space, or another location. The real boom in the transition of IT specialists to this format occurred in 2020. Back then, it was simply necessary to keep the work going, and all this led to the fact that more specialists are choosing this format today. So, according to statistics, by 2025, 32.6 million Americans will work remotely.

As with other specialties, remote data scientist jobs have their pros and cons, which are important to consider when deciding whether this form of work is suitable for a particular case. Let’s look at each of them to make it easier to decide.

Pros of Working Remotely
1. Get a flexible schedule

The most important advantage is the flexibility of the working schedule. You can work from anywhere in the world and spend more time with your family or travel.

2. Balance your work and personal life

In a remote format, you can independently choose the optimal hours for work, easily balancing it with household chores and leisure time.

You will no longer need to waste time traveling to the office and back, lunch and unnecessary conversations in the office. This will also allow you to spend more time with your family.

3. Productivity growth

35% of remote professionals report increased productivity when working remotely. When you work remotely, you get a feeling of saving time, a feeling of being “your own boss,” and there are no distractions in the form of conversations between colleagues and non-work moments in the office.

4. Move up the Career Ladder

Working remotely allows a data scientist to have exposure to a wide range of jobs and projects around the world, which can increase opportunities for career growth and professional development.

5. Create Better Working Conditions

When working remotely, you don’t need to spend a lot of time getting ready. Many professionals simply work in their pajamas and slippers from the comfort of their living room and feel more productive. There are no limits when it comes to the ideal workspace.

Cons of Working Remotely
1. Risk of not getting a flexible schedule

Not all companies are willing to give their data science professionals free reign over their work schedules. Thus, some employers set strict schedule limits and require that screen timing be set that tracks the real-time a specialist works. As a result, the specialist is forced to spend the entire working day strictly on work tasks without flexibility and freedom of action.

2. Lack of interaction with colleagues

The overall result at work depends not only on professional skills, but also on communication within the team. If it is not fixed, then problems often arise. Without personal contact, specialists simply cannot exchange ideas, which leads to gaps.

3. Low motivation and attention levels

Working remotely can be a real problem for some professionals. Especially if there is no discipline and motivation. In this case, too much time can be allocated to one task, which harms productivity.

4. The problem with maintaining a balance between personal life and performance of work duties

Many professionals think that remote work is an opportunity to spend more time with loved ones. This is true, but one should not forget about maintaining a balance between these areas. If you don’t have time management skills, then this task can become really difficult. The way out in such a situation is the development of self-discipline, which allows you to switch efficiently.

5. The risk of losing the opportunity for career growth

Remote employees hardly have any personal contact with colleagues, as well as with the representatives of top management. This can make it difficult to evaluate results and achievements. This is often the reason for limiting opportunities for career advancement.

Final thought

If you are interested in data science, working with different amounts of information and solving tasks, then the data scientist profession may be the optimal solution. It is in demand and highly paid. However, those who choose the remote format may experience difficulties. That is why, when considering such a job offer, it is worth analyzing both the advantages and disadvantages. This will help you make an informed choice that is suitable for your case.

Bare metal gives you total control over the hypervisor for maximum flexibility and resource optimization. Dedicated hosts keep things simple with the cloud provider managing the VMs for you.

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Let’s imagine you’re the owner of a fastest-growing e-commerce business. Your online store is getting more and more traffic every day, and you need to scale up your server infrastructure to handle the increased load. You’ve decided to move your operations to the cloud, but you’re unsure whether to go with bare metal servers or dedicated hosts. How does it impact your growth of business?

What are Bare Metal Servers & Dedicated Hosts, and what is the main difference?Bare Metal vs. Dedicated Host

Both bare metal servers and dedicated hosts are physical machines located in a cloud provider’s data center. The main difference lies in who manages the hypervisor layer – the software that allows you to run multiple virtual machines (VMs) on a single physical server.

What is a Hypervisor and What Does It Do?

A hypervisor is a software layer that creates and runs virtual machines (VMs) on a physical host machine. It allows multiple operating systems to share the same hardware resources, such as CPU, memory, and storage. Each VM runs its own operating system and applications, isolated from the others, providing a secure and efficient way to run multiple workloads on a single physical server.

Types of Hypervisors Used in Cloud Data CentersType 1 (Bare-Metal) Type 2 (Hosted)Type 1 Hypervisor vs Type 2 Hypervisor

Type 1 (Bare-Metal) Hypervisors run directly on the host’s hardware, providing better performance and efficiency. Examples include VMware ESXi, Microsoft Hyper-V, and Citrix Hypervisor.

Type 2 (Hosted) Hypervisors run on top of a host operating system, like Windows or Linux. Examples include VMware Workstation, Oracle VirtualBox, and Parallels Desktop.

Cloud providers often prefer Type 1 hypervisors for their data centers due to their superior performance and security.

Bare Metal vs Virtual Machines vs Containers: The Differences

When deploying a modern application stack, how do we decide which one to use? Bare Metal, VMs or Containers?

With a bare metal server, you’re essentially renting the entire physical machine from the cloud provider. However, you’re also responsible for installing and managing the hypervisor software yourself. This gives you a lot of control and flexibility. You can tweak the hypervisor settings to optimize performance, overcommit resources (like CPU and RAM) to squeeze more virtual machines onto the physical server, and have direct access to the hypervisor for monitoring, logging, and backing up your VMs.

Think of it like renting a house. You’re in charge of everything – from painting the walls to mowing the lawn. It’s a lot of work, but you get to customize the house to your exact preferences.

Feature
Bare Metal Server
Dedicated Host

Hardware
Physical server rented from cloud provider
Physical server rented from cloud provider

Hypervisor Management
Customer installs and manages the hypervisor software
Cloud provider installs and manages the hypervisor software

Hypervisor Control
Full control over hypervisor configuration settings
Limited or no control over hypervisor settings

Resource Allocation
Can overcommit CPU, RAM across VMs for efficiency
Limited ability to overcommit resources across VMs

Monitoring
Direct access to hypervisor for monitoring and logging
Rely on cloud provider’s monitoring tools

Backup/Recovery
Can backup VMs directly through hypervisor
Must use cloud provider’s backup/recovery services

Scalability
Scale VMs up/down based on available server resources
Request cloud provider to scale VMs up/down

Security
Responsible for securing the hypervisor layer
Cloud provider secures the hypervisor layer

Management Complexity
High, requires hypervisor expertise
Low, cloud provider handles hypervisor management

Pricing Model
Pay for entire physical server capacity
Pay for VM instances based on usage

Use Cases
High performance, legacy apps, regulatory compliance
General-purpose applications, simplified operations

Examples
IBM Cloud Bare Metal, AWS EC2 Bare Metal
IBM Cloud Dedicated Hosts, AWS Dedicated Hosts

Dedicated Hosts: Simplicity but Less Control

On the other hand, a dedicated host is like renting an apartment in a managed building. The cloud provider takes care of the hypervisor layer for you. All you have to do is tell them how many virtual machines you want, and they’ll set them up on the dedicated host for you. You don’t have to worry about managing the hypervisor or any of the underlying infrastructure.

The trade-off, of course, is that you have less control over the specifics. You can’t overcommit resources or tinker with the hypervisor settings. But for many businesses, the simplicity and convenience of a dedicated host are worth it.

How Companies Are Saving Millions by Migrating Away from AWS to Bare Metal Servers?

Many startups initially launch on AWS or other public clouds because it allows rapid scaling without upfront investments. But as these companies grow, the operating costs steadily rise.

Open-Source Hypervisor Alternatives

While cloud providers typically use proprietary hypervisors like VMware ESXi or Hyper-V, there are also free and open-source alternatives available, such as:

Proxmox Virtual Environment (Proxmox VE): A complete open-source server virtualization management solution that includes a KVM hypervisor and a web-based management interface.Kernel-based Virtual Machine (KVM): A type 1 hypervisor that’s part of the Linux kernel, providing virtualization capabilities without requiring proprietary software.Xen Project Hypervisor: An open-source type 1 hypervisor that supports a wide range of guest operating systems and virtualization use cases.Which Option is Right for Your E-commerce Business?

If you have a team of skilled system administrators who love getting their hands dirty with server configurations, and you need the flexibility to fine-tune your infrastructure for optimal performance, a bare metal server might be the way to go.

However, if you’d rather focus on your core business and leave the nitty-gritty server management to the experts, a dedicated host could be a better fit. It’s a more hands-off approach, allowing you to concentrate on building and scaling your e-commerce platform without worrying about the underlying infrastructure.

Should You Use Open Source Large Language Models?

The benefits, risks, and considerations associated with using open-source LLMs, as well as the comparison with proprietary models.

DevOps vs SRE vs Platform Engineering – Explained

At small companies, engineers often wear multiple hats, juggling a mix of responsibilities. Large companies have specialized teams with clearly defined roles in DevOps, SRE, and Platform Engineering.

Apple’s AirPods along with its Pro and Max versions are excellent for FaceTime, phone calls, and music playback. The seamless transition between devices, like as your iPhone and Mac when you sit down at your work, is one of its best features. However, they do experience issues sometimes. One of the common problems is that the volume on the AirPods gets too low. We will demonstrate how to resolve that in this article.

Why Is The Volume in My AirPods So Low?

Depending on the gadget you’re using your AirPods with, there are several reasons why they might not be loud enough. For instance, your Mac or iPhone’s accessibility settings may be restricting the volume, or your battery may be almost dead. Additionally, your AirPods’ performance may be unpredictable if you’re getting close to the boundary of their Bluetooth range. This could result in the volume being too low.

One of the following common issues could be the cause of your AirPods becoming quiet:

Accumulation of earwax: It’s unpleasant, but earwax buildup on your AirPods’ mesh might really reduce sound quality.
Poor bluetooth: Your AirPods’ sound quality may be impacted by a weak Bluetooth connection or disturbance from other devices.
Software problems: If your AirPods haven’t received the most recent software update, you will experience low sound levels.
Battery life: Low-level batteries may also have an impact on sound quality.
Configurations: It’s possible that the volume or balance of the audio settings on your device are off.

7 Ways To Fix Quiet AirPods

First, determine if the issue affects all of the devices you use or just one of them. Try them on your iPhone or iPad if you see the issue on your Mac, and vice versa. In this manner, you can determine if your Mac, iPhone, or AirPods are the source of the issue.

There are a few options available if your AirPods are the issue. This is how you should proceed.

1. Clean your AirPods

AirPods occasionally become a bit dirty because of all the debris that gets accumulated in the speaker mesh. So, wipe them down with a soft, wet cloth that is free of lint as soon as possible. Make sure the cloth is only slightly wet. You do not want to get moisture on your AirPods. Use the same method to clean the charging port and the casing. You can take off the silicone ear tips from your AirPods Pro and give them a quick wash in cold water. Before you reattach them, make sure they have dried.

2. Use The Ear Tip Fit Test

After everything has been cleaned, you can confirm that your AirPods Pro fits comfortably in your ears. For this, Apple offers a helpful fit test that can distinguish between muffled and clear music. This way, you won’t need to increase the AirPods’ volume for louder sound and guarantee a better sound quality.

A proper fit could actually make the difference between your AirPods feeling too quiet and just right.

3. Reset and Recharge Your AirPods

Even though your AirPods seem to have a lot of power left, there can be a problem with the battery life display itself. Recharge them and give them another go to be sure that’s not the case.

If the volume of your AirPods is too low on a particular device but not on another, there may be a problem with Bluetooth or your device itself. You can follow these steps to resolve the issue with system reset:

Place your AirPods in their case, then select System Settings>Bluetooth, from the Apple menu on your device.
Click on “Remove” and confirm.
Open the cover of your AirPods case, then hold the setup button until the light begins to flash.
Navigate to System Preferences>Bluetooth, and select “AirPods.”
Check to see if the problem is resolved

4. Check the Volume

It may seem silly, but check sure that the affected device’s volume is up before performing any more actions. In case your Mac is not working with your AirPods, select Control Center and move the slider towards the right. Verify that the app you’re using is not on mute and that the volume is also cranked up.

Apple customers also check if they didn’t turn on any odd equalizer settings by double-checking the settings of their programs. Things may sound much quieter than they actually are if you have adjusted the level sliders partially or completely. This user tip is quite helpful in most situations.

Additionally, some websites, such as YouTube, have volume sliders built right into their playback windows. It would be wise to make sure that all of these are adjusted to a high level before using the Mac’s main volume adjustment.

5. Check Your iPhone Settings

Check the Settings on your iPhone if the volume on your AirPods is only too low when you use them with your phone. Select Sound & Haptics > Headphone Safety after opening the Settings app. Verify that the toggle switch for “Reduce Loud Sounds” is turned off.

Additionally, you should look at the accessibility options, since occasionally they can be set up in a way that makes your AirPods too silent. Navigate to Settings, select Accessibility, then Audio/Visual. Verify that the slider is positioned halfway between L and R. Select Headphone Compatibility. Turn them off and back on if the toggle switch is in the “on” position to avoid the potential issue.

6. Run Maintenance Scripts

There are various reasons why your Mac could be the source of the quiet music coming from your AirPods. Using maintenance scripts is the most efficient way to address multiple issues at once. There are several apps made specifically for that purpose. They can perform a wide range of other maintenance tasks, such as reindexing Spotlight, thinning out Time Machine pictures, and freeing up RAM, in addition to executing maintenance scripts.

7. Check if the Volume On Both Earphones is the Same

It’s possible that one earbud might have ended up being quieter than the other. You’ll need your iPhone close at hand to verify if that is the case:

Launch the Settings application.
Log in to your Apple ID if you’re not logged in.
Click or tap “Accessibility.”
Select “Audio/Visual” under “Hearing.”
Make sure the “Balance” section’s slider is in the middle, then move it back there if necessary.

You may need to get in touch with Apple for support if none of these fixes work to address your loudness problems. Even so, it is worthwhile to experiment with all of the aforementioned settings, in case you happen to miss something simple, like the volume controls. You can also contact community forums to see if you can find any unique information. Your feedback can help others as well so if you want to add your experience to it, that’s helpful as well.

Conclusion

If you’ve performed all the checks above and still don’t see any improvement, it’s time to go to the Apple service store. Just know that you may be saying goodbye to your AirPods if you’ve read this far and you don’t have a fix. You will have to go without them for a short while while they are being fixed or replaced.

Suppose, as a small business owner, you’ve worked hard to build an e-commerce website that showcases your unique products. Your website is gaining traction, and you’re starting to see a steady increase in customer traffic. However, with this growth comes a new challenge – scalability.

Credit: Melody Onyeocha on Dribble

Whenever a customer clicks your site’s “Buy Now” button, your web application needs to process the order instantly, update the inventory, and send a confirmation email. But what happens when hundreds of customers start placing orders simultaneously? Your current server-based architecture simply can’t keep up, leading to slow response times, frustrated customers, and lost sales.

So you need a more scalable solution for your web application. This is where serverless computing comes in, allowing you to focus on code rather than infrastructure.

What is FaaS (Functions as a Service)?

Functions as a Service (FaaS) is a cloud computing service that allows you to run your code in response to specific events or requests, without the need to manage the underlying infrastructure. With FaaS, you simply write the individual functions (or “microservices”) that make up your application, and the cloud provider takes care of provisioning servers, scaling resources, and managing the runtime environment.

The benefits of FaaS:Pay-per-use: You only pay for the compute time when your functions are executed, rather than paying for always-on server capacity. Automatic scaling: The cloud provider automatically scales your functions up or down based on incoming traffic, ensuring your application can handle sudden spikes in demand. Focus on code: With the infrastructure management handled by the cloud provider, you can focus solely on writing the business logic for your application.

FaaS is specifically focused on building and running applications as a set of independent functions or microservices. Major cloud providers like AWS (Lambda), Microsoft Azure (Functions), and Google Cloud (Cloud Functions) offer FaaS platforms that allow developers to write and deploy individual functions without managing the underlying infrastructure.

What is Serverless?

Serverless is a broader cloud computing model that involves FaaS but also includes other fully managed services like databases (e.g., AWS DynamoDB, Azure Cosmos DB, Google Cloud Datastore), message queues (e.g., AWS SQS, Azure Service Bus, Google Cloud Pub/Sub), and storage (e.g., AWS S3, Azure Blob Storage, Google Cloud Storage).

In a serverless architecture, the cloud provider is responsible for provisioning, scaling, and managing the entire backend infrastructure required to run your application.

The benefits of Serverless Computing:Reduced operational overhead: With no servers to manage, you can focus entirely on building your application without worrying about infrastructure. Event-driven architecture: Serverless applications are designed around event triggers, allowing you to react to user actions, data changes, or scheduled events in real time. Seamless scalability: Serverless platforms automatically scale your application’s resources up and down based on demand, with no additional configuration required on your part.

Feature
FaaS
Serverless

Infrastructure Management
Handles provisioning and scaling of servers/containers for your functions
Handles provisioning and scaling of the entire backend infrastructure, including servers, databases, message queues, etc.

Pricing Model
Pay-per-execution (cost per function invocation)
Pay-per-use (cost per resource consumption, e.g., CPU, memory, data transfer)

Scalability
Automatically scales functions up and down based on demand
Automatically scales the entire application infrastructure up and down based on demand

Stateful vs. Stateless
Functions are typically stateless
Supports both stateful and stateless services

Event-Driven Architecture
Supports event-driven execution of functions
Natively supports event-driven architecture with managed event services

Third-Party Service Integration
Integrates with other cloud services through API calls
Seamless integration with a rich ecosystem of managed cloud services

Development Focus
Concentrate on writing the application logic in the form of functions
Concentrate on building the overall application structure and leveraging managed services

Vendor Lock-in
Some vendor lock-in, as functions are typically tied to a specific FaaS platform
Potential for vendor lock-in, as Serverless often relies on a broader set of managed services

Examples
AWS Lambda, Azure Functions, Google Cloud Functions, IBM Cloud Functions
AWS (Lambda, API Gateway, DynamoDB), Azure (Functions, Cosmos DB, Event Grid), Google Cloud (Functions, Datastore, Pub/Sub), IBM Cloud (Functions, Object Storage, Databases)

Infrastructure Management
Handles provisioning and scaling of servers/containers for your functions
Handles provisioning and scaling of the entire backend infrastructure, including servers, databases, message queues, etc.

1. Scope

FaaS is a specific type of serverless architecture that is focused on building and running applications as a set of independent functions. Serverless computing, on the other hand, is a broader term that encompasses a range of cloud computing models, including FaaS, BaaS, and others.

2. Granularity

FaaS is a more fine-grained approach to building and running applications, as it allows developers to break down applications into smaller, independent functions. Serverless computing, on the other hand, can be used to build and run entire applications, not just individual functions.

3. Pricing

FaaS providers typically charge based on the number of function executions and the duration of those executions. Serverless computing providers, on the other hand, may charge based on a variety of factors, such as the number of API requests, the amount of data stored, and the number of users.

Major cloud providers that offer FaaS and serverless computing services:AWS Lambda – AWS Lambda is a FaaS platform that allows developers to run code without provisioning or managing servers. Lambda supports a variety of programming languages, including Python, Node.js, Java, and C#.Azure Functions – Azure Functions is a serverless computing service that allows developers to build event-driven applications using a variety of programming languages, including C#, Java, JavaScript, and Python.Google Cloud Functions – Google Cloud Functions is a FaaS platform that allows developers to run code in response to specific events, such as changes to a Cloud Storage bucket or the creation of a Pub/Sub message.IBM Cloud Functions – IBM Cloud Functions is a serverless computing platform that allows developers to build and run event-driven applications using a variety of programming languages, including Node.js, Swift, and Java.Oracle Cloud Functions – Oracle Cloud Functions is a FaaS platform that allows developers to build and run serverless applications using a variety of programming languages, including Python, Node.js, and Java.Choosing Between FaaS and ServerlessUse FaaS for:Opt for serverless computing when:You’re deploying complex applications that require a unified environment for all components.You want to reduce the operational overhead of managing servers while maintaining control over application configurations.

Understand with an Example

Suppose you want to build a simple web application that allows users to upload images and apply filters to them. With a traditional server-based architecture, you would need to provision and manage servers, install and configure software, and handle scaling and availability. This can be time-consuming and expensive, especially if you’re just starting out.

With a serverless architecture, on the other hand, you can focus on writing the code for the application logic, and let the cloud provider handle the rest.

For instance, you could use AWS Lambda (FaaS) to run the code that processes the uploaded images, AWS S3 for storage, and other AWS services like API Gateway and DynamoDB as part of the overall serverless architecture. The cloud provider would automatically scale the resources up or down based on demand, and you would only pay for the resources you actually use.

All FaaS is serverless, but not all serverless is FaaS.

FaaS is a type of serverless architecture, but the two terms are not the same. FaaS is all about creating and running applications as separate functions, while serverless computing is a wider term that covers different cloud computing models. In other words, FaaS is a specific way of doing serverless computing that involves breaking down an application into small, independent functions that can be run separately. Serverless computing, on the other hand, is a more general approach that can involve using different cloud services to build and run an application without having to manage servers.

The major cloud providers offer varying levels of tooling and community support for their FaaS and serverless offerings. AWS has the largest community and a mature set of tools like AWS SAM for local development and testing of serverless applications.

Microsoft Azure has good tooling integration with Visual Studio Code, while Google Cloud’s tooling is still catching up. A strong developer ecosystem and community support can be crucial when building and maintaining serverless applications.

FaaS Platform

Feature
Lambda
Azure Functions
Cloud Functions

Arm64 architecture

Compiled binary deployment

Wildcard SSL certificate free

Serverless KV store
DynamoDB
CosmosDB
Datastore

Serverless SQL
Aurora Serverless
Azure SQL
BigQuery

IaC deployment templates
SAM, CloudFormation
ARM, Bicep
GDM

IaC drift detection

Single shot stack deployment

Developement

Feature
Lambda
Azure Functions
Cloud Functions

Virtualized local execution

FaaS dev tools native for arm64

Go SDK support

PHP SDK support

VSCode tooling

Dev tools native for Apple Silicon

Feature
Lambda
Azure Functions
Cloud Functions

Reddit community members
278,455
141,924
46,415

Stack Overflow members
256,700
216,100
54,300

Videos on YouTube channel
16,308
1,475
4,750

Twitter/X followers
2.2 M
1 M
533 K

GitHub stars for JS SDK
7.5 K
1.9 K
2.8 K

GitHub stars for .NET SDK
2 K
5 K
908

GitHub stars for Python SDK
8.7 K
2.7 K
4.6 K

GitHub stars for Go SDK
8.5 K
1.5 K
3.6 K

Runtimes

Runtime
Lambda
Azure Functions
Cloud Functions

Custom (Linux)

Custom (Windows)

Python

Node.js

PHP

Ruby

Java

.NET

Go

Rust

C/C++

Serverless AI

Provider
Lambda
Azure Functions
Cloud Functions

Open AI

Gemini

Anthropic

Meta Llama2

Cohere

AI21

Amazon Titan

Mistral

Stability (SDXL)

Computer Vision

World of Warcraft: Cataclysm is the third and more expansive installment of Blizzard Entertainment’s highly popular massively multiplayer online role-playing game (MMORPG). The third edition represents a significant cultural shift within the game, proving to be a huge turning point for Azeroth’s landscape, released on December 7, 2010. The biggest key factor behind introducing WoW Cataclysm was the revamped land of Azeroth with a dramatic transformation to the storyline centered around the return of Deathwing the Destroyer, wreaking havoc across Azeroth. 

This edition of World of Warcraft has brought significant changes to Azeroth’s landscape and caused a massive environmental change described as ‘Shattering’. This Shattering revamped the game’s original continents, like the Kalimdor and the Eastern kingdoms, which were pretty familiar to the players and how altered with new quests and updated graphics reflecting the devastation. 

In the following sections, we will discuss WoW Cataclysm and its innovative features, like Cataclysm gold, that can be used by players to benefit from their game progress. Keep scrolling and find out how you can get gold on sale in WoW Cataclysm. 

What is Gold in World of Warcraft: Cataclysm? 

Gold is the primary currency used in World of Warcraft Cataclysm and plays a crucial role in the third edition’s massive expansion. In World of Warcraft Cataclysm, Gold is an essential currency for various in-game activities like purchasing different items such as mounts, repairs, and enhancing the game’s overall experience. In the following sections, we will tell you how Gold influences different items in WoW Cataclysm – 

Inflation and Costs: Inflation was introduced into Azeroth’s gameplay with the launch of WoW Cataclysm, and because of that, prices for goods and services have been high. Another prominent activity, Mount training, also became significantly expensive, especially for flying mounts in Azeroth.

New Crafting Materials: With the introduction of new zones and dungeons in World of Warcraft, many new materials and crafting recipes have also been introduced. These materials, however, can only be accessed by paying higher prices for them. 

Guild Perks: With gold farming, you can also use guilds to unlock new perks, including increased gold drops from monsters and a decrease in repair costs. These changes indirectly affected the players’s in-game performance and gold management. 

Benefits of Farming Gold in WoW Cataclysm

Farming gold in WoW Cataclysm is beneficial for the players as it can help them manage expenses, which is a very important task in the game. Here are a few tips on how gold can benefit players in the game – 

Prioritize Mount Training – You can farm gold to invest in flying mount training, as it is crucial for efficient travel and quests. You can have the convenience of plenty of time saved.

Save for Epic Gear – You can also farm gold to invest in high-level gears, whether they are purchased directly or crafted can be beneficial for progress in both PvE and PvP. If you have gold, you should prioritize investing in gear upgrades for performance enhancement. 

Repair Costs – You can also use gold to opt for regular repairs that are necessary to keep the equipment in top condition. 

Auction House Deals –  Players can also look for epic deals on the Auction house to get materials or items they may need for crafting or progression. You can buy materials at low prices and sell them during high demand to earn more gold. 

How to Get Gold on Sale in World of Warcraft Cataclysm? 

The best way to buy WoW Cataclysm gold in World of Warcraft is by relying on a secure and trusted third-party website like Eldorado. Following are the steps you can easily follow to buy WoW Cataclysm gold with the help of these websites – 

Go to the official website of Eldorado.gg
 If you don’t have an account, make one before jumping to the next step 
Next, you have to click on the three horizontal bars on the left side of the screen 
From the list of options, tap on Currency 
Under Currency, you should search the list for WoW Cataclysm Gold 
Now, from the new screen, select the desired amount of gold you want
Next, click on Buy Now and make the payment through your preferred payment methods, like credit/ debit card, PayPal, etc 
When your payment is registered, a chat box will appear on the main screen where you can talk to the seller 
The seller will inform you about how you can receive WoW Cataclysm gold 
You should follow the instructions to receive the Cataclysm gold easily in no time. 
After receiving WoW Gold, you can mark the order as ‘Received’ on the platform  

Conclusion

In this comprehensive guide, we discussed how earning gold in WoW Cataclysm requires a mix of activities, such as farming, crafting, completing achievements, or simply buying it from a trusted online retailer. You can easily follow any of the methods discussed in this comprehensive guide and easily accumulate gold to enjoy a richer gameplay experience. 

Explore the major upgrades, exciting new features, and enhancements in Ubuntu Server 24.04 LTS, including performance improvements, security updates, and extended support.

Image is subject to copyright!

Ubuntu has long been a favourite among developers and system administrators for its stability, security, and ease of use. With the release of Ubuntu Server Core 24.04 LTS (Noble Numbat), there are several exciting updates and improvements over its predecessor, Ubuntu Server Core 22.04 LTS (Jammy Jellyfish).

Let’s see what exciting changes this latest release brings to the table.

Linux Kernel and System Updates

First things first, Ubuntu 24.04 LTS comes with Linux kernel 6.8, which is a major upgrade over the 5.15 kernel used in 22.04 LTS. This new kernel promises better performance, improved hardware support, and stronger security measures.

systemd has also been updated – from version 249 in Ubuntu Server 22.04 LTS to 255.4 in 24.04 LTS. This update will ensure smoother service management and faster boot performance.

Feature
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Kernel Version
5.15
6.8

Performance
Standard
Enhanced

Hardware Support
Limited
Improved

Performance Engineering

Ubuntu 24.04 LTS brings several improvements to performance:

Performance tools are now pre-enabled and pre-loaded, allowing you to use them right away.Low-latency kernel features have been merged into the default kernel, reducing task scheduling delays.Frame pointers are enabled by default on 64-bit architectures, enabling accurate and complete flame graphs for performance engineers.bpftrace is now a standard tool alongside existing profiling utilities.

Feature
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Performance Tools
Basic
Pre-enabled

Low-latency Kernel Features
No
Yes

Frame Pointers
No
Yes

bpftrace
No
Yes

Security Enhancements

Ubuntu 24.04 LTS takes security very seriously, and you’ll find significant improvements in this area:

Free security maintenance for the main repository has been extended to 5 years, with an option to add 5 more years and include the universe repository via Ubuntu Pro.A legacy support add-on is now available for organizations that require long-term stability beyond 10 years.

Security Feature
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Free Security Maintenance
5 years
5 years + 5 optional

Legacy Support
No
Yes

Support Lifespan and Upgrades

Ubuntu 24.04 LTS comes with an extended support lifespan and improved upgrade options:

Support duration has been increased to 5 years, with the option to extend it further.Automatic upgrades will be offered to users of Ubuntu 23.10 and 22.04 LTS when 24.04.1 LTS is released.

Feature/Support
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Support Duration
5 years (specific editions)
5 years + optional extension

Automatic Upgrades
No
Yes (for 23.10 and 22.04)

New Features and Package Updates

Ubuntu 24.04 LTS brings a few exciting new features and package updates:

Year 2038 support has been added for the armhf architecture.Linux kernel 6.8 and systemd v255.4 are the latest versions included.

New Feature
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Year 2038 Support
No
Yes

Linux Kernel Version
5.15
6.8

Systemd Version
249
255.4

Application and Service Improvements

Several key applications and services have received updates in Ubuntu 24.04 LTS:

Nginx has been updated to version 1.24, offering better support for modern web protocols and improved performance.OpenLDAP has been upgraded to version 2.6.7, bringing bug fixes and enhancements.LXD is no longer pre-installed, reducing the initial footprint, but will be installed upon first use.Monitoring plugins have been updated to version 2.3.5, including multiple enhancements and new features for better system monitoring.

Service/Feature
Ubuntu 22.04 LTS
Ubuntu 24.04 LTS

Nginx
1.20
1.24

OpenLDAP
2.5
2.6.7

LXD
Pre-installed
Installed on use

Monitoring Plugins
2.3.2
2.3.5

Infrastructure and Deployment

Ubuntu 24.04 LTS also brings improvements to infrastructure and deployment:

The new Landscape web portal is built with Canonical’s Vanilla Framework, providing an improved API, better accessibility, and a new repository snapshot service.Enhanced management capabilities for snaps, supporting on-premises, mixed, and hybrid cloud environments.Currently Ubuntu Server 24.04 LTS offers:Improved hardware support and compatibility with linux kernel 6.8Performance enhancements and faster boot timesExtended 5-year support lifespan until June 2029Stronger security with 5+5 years of maintenance, legacy support add-onSeamless upgrade path from 23.10 and 22.04 LTSUpdated packages like NGINX, OpenLDAP, and monitoring pluginsThe decision to upgrade from 22.04 LTS should consider:New hardware/peripheral compatibility needsPerformance requirements for workloadsSecurity and compliance prioritiesSupport window and maintenance needsEase of upgrade and potential downtime

Also, Testing for stability and compatibility is crucial, especially for critical applications.

Ubuntu Release Notes:Ubuntu 24.04 LTS (Noble Numbat)Ubuntu 22.04 LTS (Jammy Jellyfish)

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In the pixelated world of Stardew Valley, where crops reign supreme and farmers strive for prosperity, one particular fruit holds a special place of honor: the Ancient Fruit. This crop, being very rare and precious, is much wanted by players. This is because of its high-earning prospects and special features.

This article will focus on everything you should know about the Ancient Fruit in Stardew Valley, from getting the seeds to getting the most out of them.

Introduction to Ancient Fruit

The Ancient Fruit is a rarity; it is the only blue fruit that requires as long as an entire season to fully ripen. While it takes comparatively long to develop, it is worth much more than simple crops. This is why it is so valuable. Many players desire it.

With proper knowledge and strategy, farmers can draw the strength of Ancient Fruit. This will help them increase their income and make their farming business level up.

Acquiring Ancient Fruit Seeds

The road to Ancient Fruit starts by getting Ancient Seeds that give this fruit life. There are several methods to obtain Ancient Seeds in Stardew Valley:

The Traveling Merchant: As you will be moving along the north end of the Cindersap Forest, remember to look for The Traveling Merchant who comes around every Friday and Sunday. Ranging from 100g to 1000g, the merchant might add a pack of Ancient Seeds as part of their inventory.
Donating the Ancient Seed Artifact: Pursue the giant terrain of Stardew Valley to get the Ancient Seed artifact. Should you find one, donate it to the Museum and you will receive a package of Ancient Seeds and the recipe for cultivating more.
Seed Maker: The Seed Maker can be used for all of the processing of crops and with a chance to collect Ancient Fruit Seeds. Even though most crops usually produce seeds similar to the input, there is a small chance of receiving Ancient Fruit Seeds. This makes the process fruit some.

Cultivating Ancient Fruit

After owning the Ancient Fruit Seed, it is time to start the journey to cultivation. Don’t put the seeds of the crop in the ground during the wintertime, because Ancient Fruit needs a good climate. You can do this during any other season.

Please be patient, because it will require nearly 28 days for the seeds to reach full maturity and develop into plants. Nevertheless, it would be worthwhile since it is one of the most profitable crops. As soon as the Ancient Fruit plant matures it will continue to bear fruit every week. An experienced farmer could make a steady living out of it.

For those who want to continue cultivation throughout year-round, use the greenhouse. Here the climate remains ideal, no matter the season. Using the seeds of ancient fruits for the greenhouse gives farmers a continuous harvest. In the long run, it also encourages them to boost their crop output for better economic gain.

Maximizing the Value of The Ancient Fruit

Ancient Fruit holds a significant value. Both as a raw item as well as when processed into various products. Here are some ways to maximize the value of Ancient Fruit:

Selling Raw Fruit: Antique Fruit proves to be a sizable profit, the price depending on the quality. Whether it be for normal, silver, gold, or iridium quality, Ancient Fruit farmers can expect significant profits.
Processing into Wine or Jam: However, the Value of Ancient Fruit can also be improved by processing into the Wine or Jam. The processed Ancient Fruit products are brought higher prices and can also be further aged in the casks to increase their quality
Completing Bundles: donate the Ancient Fruit to fulfill specific Community Center bundles. In return, you will get access to the Movie Theatre or new locations.
Crafting Genie Pants: Get creative by combining Ancient Fruit with cloth at a sewing machine to form dyeable Genie Pants. This adds some flair to the whole ensemble of your character’s clothes. It can also be used as a blue dye in tailoring.

Q&A:

1. What is Ancient Fruit in Stardew Valley?

Ans: Ancient fruit is one of the most valuable produce in Stardew Valley, as it pays the highest and has a relatively long harvest start. It is a particular kind of seed that as long as they are nurtured, they grow into plants that produce Ancient Fruit which can be sold for profit.

2. How do I get Ancient Fruit seeds?

Ans: Stardew Valley provides the players with multiple ways to get the ancestors’ seeds. One of the easiest ways to earn them is to get them as a reward for completing specific tasks or quests. Be on the lookout for a chance to obtain Ancient Fruit seeds as a reward for getting a job well done on the farm.

3. Can I grow the Ancient Fruit on the Nintendo Switch version?

Ans: Yes, these Fruits can be cultivated and grown on every platform publishing Stardew Valley, including the Nintendo Switch. Regardless of whether you play on a PC, console, or mobile, you can have fun growing the Ancient Fruit tree on your farm.

4. Is there any special event or location related to the Ancient Fuirt?

Ans: Yes, during the Winter season, adventurers can check out the Night Market to meet with sellers who probably have Ancient Fruit seeds or other Ancient Fruit items for them. Don’t miss this occasion to add Ancient Fruit seeds and other worthwhile items to your farm.

5. Does the Artisan profession have any advantages in the Ancient Fruit farming?

Ans: The Artisan occupation gives more value to the artisan goods, like the wine made from the Ancient Fruits. Thus, the farmers can earn an even higher fortune by harvesting their crops.