#Spark Technologies

[ganesh0609]

Spark Technologies

Spark Technologies is a fast-growing IT service company which are is integrated through a communication and knowledge-sharing network, to ensure that experience gained by the entire organization is optimized

[carsthatnevermadeitetc]

Pioneer 25 Prototype, 2024. A new  Extreme H race car powered by a hydrogen fuel cell with a peak output of 400kW (550bhp). The Symbio fuel cell is has been engineered specifically to meet the demands of motor racing, Extreme H represents the first-ever testbed of hydrogen technology in motorsport. Each car in Extreme H features a standardised package of parts from Spark Racing Technology, while allowing teams the flexibility to customise areas such as the front and rear bodywork sections and lights. 

[pyyl0n]

this was supposed to be a doodle 🧍‍♂️

[emberglowfox]

woke up from my “nap” (read: my sleep schedule is fucked so i slept from like 10am to 6pm 😬) and spent like an hour very seriously hypothesizing about the logistics and lore of hyrule kingdom in botw/totk before eventually realizing it is at best a weird mess of retcons and “oh but actually”s at best and lowkey weirdly pro-imperialism at worst and just going back to sleep

[carnivalcarriondiscarded]

oh yeah fyi im gonna be liveblogging as i explore the update, uhhhh prepare for me to be Absolutely Unbearable <3

[fictionadventurer]

I love setting fantasy around and after WWI. It's such a good combination. WWI was a loss-of-innocence on a societal level. There had been this assumption that technology and progress could solve all our problems and make us better people, and then WWI comes and shows us horribly and violently that it does not, and then in the aftermath we have to deal with what this means for us as a society and as people.

Throwing magic into that is a perfect thematic fit, because magic and technology are basically the same thing--people trying to impose their will upon nature. It can do good things or terrible things, but the issue is not necessarily the technology or the magic itself, but the hearts of the people using it, the cost to bring it about, the drain on resources and the effect on the environment and people. In the aftermath of a major conflict, we have to take a long hard look at ourselves and the choices we've made and will continue to make. Are the benefits worth the cost? What is the true nature of man--can we ever trust ourselves again? Have we progressed to a better stage of humanity or reverted back to beasts? There is just so much to explore there. The WWI connection has been built into the genre ever since Tolkien, and it continues to be relevant to our modern world.

[gravitywasneveranoption]

Drew stimboard

x x x

x (my art) x

x x x

[d00medbythenarrative]

Patiently waiting to get paid so I can buy an iPad and finally draw

[sugarstarlights]

Good news: the mark's gone forever and I have a new semi-temporary tattoo. Also my soul actually took the change instead of immediately turning back to its 'save state'.

Bad news: I'm not sure what I expected from being digitized but my vague assumptions didn't originally involve that much screaming.

[dannyriose]

This is so wierd!

[phonesuitedirect]

In this blog post, we’ll discuss how hotel marketers can take advantage of Apache Spark and the cloud for big data processing to gain a better understanding of their customers, make decisions faster and improve efficiency within their business operations. Read More...

[poorvikasmartgadgets]

Tecno Spark 30C 5G: Elevating Your Smartphone Experience with Power, Performance, and Style!

In today’s fast-paced digital world, a smartphone isn’t just a device; it’s an extension of who we are. Whether it’s for work, social connections, photography, gaming, or entertainment, our phones keep us connected and help us express ourselves. Tecno Spark 30C 5G Phone - designed to meet the demands of the modern user, combining impressive camera capabilities, speedy 5G performance, and a design that’s built to last.

Let’s dive into everything this powerhouse has to offer.

1. Cutting-edge 5G Technology

With 5G networks rolling out worldwide, staying connected is all about speed, reliability, and ease of access. The Tecno Spark 30C 5G is fully equipped to handle the fastest networks, bringing you lightning-fast browsing, streaming, and downloading capabilities. Whether you're streaming HD videos, downloading large files, or engaging in data-heavy online gaming, the Tecno Spark 30C offers a seamless experience. With 5G, you’re ready for the future, and the Spark 30C ensures you’re equipped to stay at the forefront of mobile technology.

2. Powerful D6300 5G Processor: Ready for Anything

Performance is crucial when it comes to a smartphone, and the Tecno Spark 30C doesn’t disappoint. At its core is the 6nm D6300 5G processor, an advanced chipset designed to deliver high-speed performance and efficient multitasking. The processor’s 6nm architecture means it’s built to handle complex tasks smoothly while consuming less power, making it a great choice for users who want both speed and efficiency.

Whether you're switching between multiple apps, playing graphics-intensive games, or editing photos and videos, the Spark 30C's processor offers smooth and responsive performance. Combined with up to 4GB of RAM and 64GB of ROM (expandable via microSD), this phone ensures ample memory and storage space for all your needs, from work apps to personal media and games.

3. 48MP AI Camera: Capture Your World in Stunning Detail

Photography is an integral part of any smartphone experience, and the Tecno Spark 30C excels in this department. It boasts a 48MP Sony IMX582 AI Camera that lets you capture every moment in stunning detail. This high-resolution camera ensures your photos have vibrant colors, sharpness, and excellent clarity, even in low-light conditions.

With AI enhancements, the camera automatically optimizes settings based on your environment, making it easy to capture perfect shots every time. Portraits, landscapes, close-ups, and even night shots come out looking crisp and vivid, allowing you to express your creativity without compromise. The camera also offers several modes and filters, helping you enhance your photos and capture professional-grade shots without needing extra equipment.

4. All-Directional NFC: Seamless Transactions and Connectivity

In a world where convenience is key, the Tecno Spark 30C features all-directional NFC technology. This allows you to make secure wireless transactions with just a tap, making mobile payments easier than ever. From purchasing a coffee on the go to sharing files with a friend, the NFC feature adds a layer of convenience and security to your everyday activities. This is especially useful for those who prefer a cashless lifestyle, as it enables quick, secure payments in supported locations.

Additionally, all-directional NFC enhances device connectivity, enabling you to share files, connect with compatible smart devices, and access services that rely on NFC technology. It’s all about making your digital life simpler and more efficient.

5. Long-lasting 5000mAh Battery with Fast Charging

Battery life can make or break a smartphone experience. With the Tecno Spark 30C, you won’t need to worry about running out of power midway through your day. It comes equipped with a 5000mAh battery designed to last all day, even with heavy use. Whether you're working, streaming, gaming, or capturing memories, the Spark 30C’s battery is built to handle it all.

Moreover, the 18W fast charging support means you can quickly top up your phone when needed, so you spend less time waiting and more time using. With power efficiency optimizations from the 6nm processor, the Spark 30C can go for hours on a single charge, providing peace of mind and convenience for users who are always on the go.

6. Immersive Dolby Atmos Sound: Experience Entertainment Like Never Before

The Tecno Spark 30C doesn’t just look good; it sounds great too. With Dolby Atmos sound, your movies, music, and games come to life with immersive, cinematic sound quality. Whether you’re using headphones or playing audio through the device’s speakers, Dolby Atmos creates a surround sound experience, adding depth and clarity to your entertainment. From crisp highs to rich bass, every sound is enhanced, making this phone an excellent choice for users who enjoy consuming multimedia on their devices.

7. Built to Last: IP54 Splash and Dust Resistance

Durability is key when choosing a smartphone, and the Tecno Spark 30C is built to withstand everyday challenges. With an IP54 rating for splash and dust resistance, this phone is ready to handle accidental spills, light rain, and dusty environments, making it an ideal choice for users with an active lifestyle. The IP54 rating means the device has been tested against environmental factors, so you can use it confidently, knowing it’s designed to last.

8. Convenience at Your Fingertips: IR Remote Control and AI Features

The Tecno Spark 30C goes above and beyond with features designed for convenience and ease of use. One unique feature is the IR remote, which allows you to control various household devices directly from your phone. Whether it’s your TV, air conditioner, or other IR-compatible appliances, the Spark 30C lets you manage them with a few taps, adding another layer of functionality to your phone.

Additionally, the phone comes with advanced AI features that enhance usability and optimize performance. AI-driven power management helps extend battery life, while AI enhancements in the camera ensure your photos look their best. These features make the Tecno Spark 30C a smart, intuitive device that adapts to your needs.

9. Sleek and Stylish Design: A Phone That Matches Your Lifestyle

The Tecno Spark 30C doesn’t just perform well; it also looks great. Its sleek, modern design is crafted with attention to detail, combining aesthetics with functionality. The slim profile and ergonomic design make it comfortable to hold, while the vibrant display offers an immersive viewing experience. Whether you’re watching videos, scrolling through photos, or browsing the web, the Spark 30C’s display offers excellent color reproduction and sharpness.

The Tecno Spark 30C comes in a range of stylish colors, ensuring there’s an option for everyone. This is a phone that complements your personal style while delivering all the features you need for a high-quality mobile experience.

Conclusion: Is the Tecno Spark 30C 5G Worth It?

The Tecno Spark 30C 5G brings together power, performance, and innovation in a package designed for the modern user. From its 48MP AI camera to its robust 5G processor, every aspect of this phone is crafted with user needs in mind. The addition of all-directional NFC, Dolby Atmos sound, a large 5000mAh battery, and an IR remote make it a device that goes above and beyond the basics.

With its sleek design and practical features like IP54 splash and dust resistance, the Spark 30C is not just a phone – it’s a lifestyle tool that adapts to your everyday adventures. If you're looking for a smartphone that offers high-end features without breaking the bank, the Tecno Spark 30C 5G is definitely worth considering.

[gaminghearts1-blog]

Dragon Ball: Sparking! Zero Tops Three Million In Sales

[govindhtech]

Gluten And Intel CPUs Boost Apache Spark SQL Performance

The performance of Spark may be improved by using Intel CPUs and Gluten.

The tools and platforms that businesses use to evaluate the ever-increasing amounts of data that are coming in from devices, consumers, websites, and more are more crucial than ever. Efficiency and performance are crucial as big data analytics provides insights that are both business- and time-critical.

Workloads involving large data analytics on Apache Spark SQL often run constantly, necessitating excellent performance to accelerate time to insight. This implies that businesses may defend paying a bit more overall in order to get greater results for every dollar invested. It looked at Spark SQL performance on Google Cloud instances in the last blog.

Spark Enables Scalable Data Science

Apache Spark is widely used by businesses for large-scale SQL, machine learning and other AI applications, and batch and stream processing. To enable data science at scale, Spark employs a distributed paradigm; data is spread across many computers in clusters. Finding the data for every given query requires some overhead due to this dispersion. A key component of every Spark workload is query speed, which leads to quicker business decisions. This is particularly true for workloads including machine learning training.

Utilizing Gluten to Quicken the Spark

Although Spark is a useful tool for expediting and streamlining massive data processing, businesses have been creating solutions to improve it. Intel’s Optimized Analytics Package (OAP) Spark-SQL execution engine, Gluten, is one such endeavor that reduces computation-intensive vital data processing and transfers it to native accelerator libraries.

Gluten uses a vectorized SQL processing engine called Velox (Meta’s open-source) C++ generic database acceleration toolkit to improve data processing systems and query engines. A Spark plugin called Gluten serves as “a middle layer responsible for offloading the execution of JVM-based SQL engines to native engines.” The Apache Gluten plugin with Intel processor accelerators allow users to significantly increase the performance of their Spark applications.

It functions by converting the execution plans of Spark queries into Substrait, a cross-language data processing standard, and then sending the now-readable plans to native libraries via a JNI call. The execution plan is constructed, loaded, and handled effectively by the native engine (which also manages native memory allocation) before being sent back to Gluten as a Columnar Batch. The data is then sent back to Spark JVM as ArrowColumnarBatch by Gluten.

Gluten employs a shim layer to support different Spark versions and a fallback technique to execute vanilla Spark to handle unsupported operators. It captures native engine metrics and shows them in the Spark user interface.

While outsourcing as many compute-intensive data processing components to native code as feasible, the Gluten plugin makes use of Spark’s own architecture, control flow, and JVM code. Existing data frame APIs and applications will function as previously, although more quickly, since it doesn’t need any modifications on the query end.

Enhancements in Performance Was Observed

This section examines test findings that show how performance may be enhanced by using Gluten in your Spark applications. One uses 99 distinct database queries to construct a general-purpose decision support system based on TPC-DS. The other, which is based on TPC-H, uses ten distinct database queries to simulate a general-purpose decision support system. Everyone compared the time it took for a single user to finish each query once within the Spark SQL cluster for both.

Fourth Generation Intel Xeon Scalable Processors

Help start by examining how adding Gluten to Spark SQL on servers with 4th Generation Intel Xeon Scalable Processors affects performance. The performance increased by 3.12 times when it was added, as the chart below illustrates. The accelerator enabled the system to execute the 10 database queries over three times faster on the TPC-H-like workload. Gluten more than quadrupled the pace at which all 99 database queries were completed on the workload that resembled TCP-DS. Because of these enhancements, decision-makers would get answers more quickly, proving the benefit of incorporating Gluten into your Spark SQL operations.

Fifth Generation Intel Xeon Scalable Processors

Let’s now investigate how Gluten speeds up Spark SQL applications on servers equipped with Intel Xeon Scalable Processors of the Fifth Generation. With speed up to 3.34 times as high while utilizing Gluten, you saw even bigger increases than they experienced on the servers with older CPUs, as the accompanying chart illustrates. Incorporating Gluten into your environment will help you get more out of your technology and reduce time to insight if your data center has servers of this generation.

Cloud Implications

Even though they ran these tests in a data center using bare metal hardware, they amply illustrate how Gluten may boost performance even in the cloud. Using Spark in the cloud may allow you to take advantage of further performance enhancements by using Gluten.

In conclusion

Rapid analysis completion is essential to the success of your business, regardless of whether your Spark SQL workloads are running on servers with 5th version Intel Xeon Scalable Processors or the older version. By shifting JVM data processing to native libraries, Gluten may benefit from the speed improvement that Intel processors can provide with native libraries that are optimized to instruction sets.

According to these tests, you may easily double or even treble the speed at which your servers execute database queries by integrating the Gluten plugin into Spark SQL workloads. Using Gluten may help your company optimize data analytics workloads by offering up to 3.34x the performance.

Read more on Govindhtech.com

[mitsde123]

What is Data Science? A Comprehensive Guide for Beginners

In today’s data-driven world, the term “Data Science” has become a buzzword across industries. Whether it’s in technology, healthcare, finance, or retail, data science is transforming how businesses operate, make decisions, and understand their customers. But what exactly is data science? And why is it so crucial in the modern world? This comprehensive guide is designed to help beginners understand the fundamentals of data science, its processes, tools, and its significance in various fields.