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I have a working script that only finishes when it can grab more than 100 GB of RAM. Right now I keep it online by renting several VPS instances, which already drains well over $500 every month and still doesn’t let me scale efficiently when workload spikes. I’m absolutely open to revisiting the way the program uses resources. What I need first is a sharp mind that can study the current setup, pinpoint where memory is wasted, and outline a smarter resource-management strategy. Whether the answer ends up being sharding the job across nodes, streaming data in smaller chunks, redesigning the in-memory structures, or off-loading parts to a managed cloud service, I’m ready to explore it—as long as we end up with a solution that scales without blowing up the budget. Deliverables (acceptance criteria): • Technical audit of the script’s memory footprint and runtime profile. • Step-by-step plan that shows how we cut the RAM requirement or distribute it more intelligently, with estimated cost per month at projected loads. • Proof-of-concept implementation (Docker-ready) that runs on affordable hardware or a single modest cloud instance. • Clear documentation so future team members can replicate or extend the solution. You’ll receive full access to the code, sample data, and the current deployment notes once we start. If you enjoy squeezing the most out of hardware, let’s talk about making this script leaner and the bills lighter.
Mã dự án: 40275091
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81 freelancer chào giá trung bình $150 USD cho công việc này

Hello, As a leader in the global marketplace, Our Software has extensive experience optimizing resource usage in large-scale applications - which is exactly what your project needs. In particular, our expertise in PHP is highly relevant for this assignment. We have successfully tackled similar scenarios where high RAM consumption impacted scalability and costs. One of our key differentiators is our approach to problem-solving. Instead of relying on cookie-cutter methodologies, we take the time to deeply understand your script and your specific requirements before proposing tailor-made solutions. We'll start by performing a comprehensive technical audit to identify all areas wasting memory on your current setup. Next, we'll devise a step-by-step plan that not only cuts down the RAM requirement but also suggests intelligent ways for distributing resources to minimize cost. Ultimately, in addition to delivering on the technical front, we understand how crucial documentation and replication are for long-term implementation and team collaborations. You can trust us to provide crystal clear documentation, ensuring that every team member can effectively replicate or even extend the solution we will provide for you. Let's get to work - together we can make your script efficient, scalable, and budget-friendly! Thanks!
$180 USD trong 3 ngày
8,5
8,5

Hi, I understand the challenge of managing a script that demands enormous RAM while keeping costs reasonable and scaling efficiently. Your willingness to explore smarter resource management resonates with my approach to performance tuning and system optimization. I have extensive experience in auditing memory profiles, redesigning in-memory structures, sharding workloads, and leveraging cloud services, all with cost efficiency in mind. My plan would start with a thorough technical audit of your script to identify memory bottlenecks and inefficiencies, followed by a tailored, step-by-step strategy to reduce RAM usage or distribute the load optimally. I will deliver a Docker-ready proof-of-concept that runs on modest hardware or affordable cloud setups, plus clear documentation for your team. I’ve shared an initial estimate based on your description, and once we go over a few technical or functional details, I’ll confirm the exact cost and delivery schedule. Could you share more about the current memory profiling methods and deployment environment you have in place? Thanks, Asad
$75 USD trong 3 ngày
8,2
8,2

Hi there, We have reviewed your project and are pleased to assist you with making the RAM lighter in the application that is running. The work can be started right now and completed in a few hours. With more than ten years of experience, we are a seasoned server-cloud infrastructure management business. We currently oversee fewer than 400 servers, including VPS boxes, dedicated boxes, and cloud instances. We also provide server management starting at $89.00 per month. We would be happy to discuss the project in greater detail and work on a solution over chat. Ping us in conversation so you may learn more about us. Regards The Skynats Team
$220 USD trong 1 ngày
7,1
7,1

Hi there, I understand your script needs >100GB RAM and you’re paying $500+/mo across VPSs; I specialise in squeezing memory from Linux-hosted C++/PHP workloads and designing shard/streaming/Docker solutions that cut cost without sacrificing throughput. - Technical audit: memory profiling (valgrind massif/heaptrack for C++, php-memory reports), runtime CPU/I/O tracing, and a memory-hotspot report. - Strategy plan: concrete options (sharding across nodes, streaming/chunked IO, redesigning in-memory structures, or managed service offload) with estimated monthly cost at target loads. - PoC: Docker-ready implementation that reduces peak RAM (single modest cloud instance) and benchmarking scripts. - Docs & rollback: deployment notes, validation tests, staged deploy/rollback plan to avoid downtime. Skills: ✅ Linux ✅ C++ / PHP ✅ Docker / container networking ✅ Cloud cost/instance sizing (AWS/GCP/Azure) ✅ Performance tuning, profiling, memory hardening Certificates: ✅ Microsoft® Certified: MCSA | MCSE | MCT ✅ cPanel® & WHM Certified CWSA-2 I’m available to start immediately. Can you share a sample input dataset size and whether the script is single-process or already multi-process/distributed? Best regards,
$150 USD trong 1 ngày
6,8
6,8

As someone who has spent years exploring and perfecting the art of infrastructure and system optimization, your project immediately caught my attention. My experience speaks to your needs: I have honed in on squeezing every ounce of efficiency from systems to ensure optimal performance, all while keeping budgets in check. System administration and DevOps are not just job titles for me; they're a calling that I take pride in. Your project revolves around one key challenge - reducing cost and enhancing performance for high-RAM script execution. Given that you've already spent a significant amount navigating this terrain, I am determined to leverage my expertise to streamline your operations, optimize the script's memory footprint, and outline an intelligent strategy - be it sharding computation across nodes or redesigning the in-memory structures. Moreover, with my proficiency in cloud computing coupled with Linux administration skills, I will emulate your current deployment setup into an affordable proof-of-concept implementation that not only runs lean on necessary resources but also aligns perfectly with your projected load estimate - all documented clearly for future team members' usage. With me on board, if there is one thing you can bid farewell to, it's uncertain scalability at unsustainable prices!
$250 USD trong 1 ngày
6,2
6,2

Hi there, Yeah I've read the Project Description and I am sure that I can do this for sure I am ready to accept this challenge and I am willing to have a conversation with you Kindly send me a message we'll discuss further Really looking forward to hear you Thank you
$140 USD trong 2 ngày
6,0
6,0

Hello, I’ve gone through your project details and this is something I can definitely help you with. With over 10 years of experience in system administration and performance tuning, I specialize in optimizing resource-intensive applications. Reducing your script's memory footprint is a challenge I’m excited to tackle. I'll conduct a thorough technical audit to identify memory usage hotspots and wasteful patterns in your current setup. Then, I’ll propose an efficient resource-management strategy, possibly involving techniques like sharding, streaming smaller data chunks, or leveraging cloud services. You can expect a comprehensive step-by-step plan detailing how we can cut RAM requirements and estimated costs based on projected loads. I'll also provide a Docker-ready proof-of-concept implementation on cost-effective infrastructure, along with clear documentation for future extensions. Here is my portfolio: https://www.freelancer.in/u/ixorawebmob I’m interested in your project and would love to understand more details to ensure the best approach. Could you clarify: 1. What is the current setup of your script? 2. Are there specific performance metrics you want to focus on? What is the current setup of your script? Let’s discuss over chat! Regards, Arpit Jaiswal
$155 USD trong 25 ngày
7,1
7,1

Hi there, I’m excited about the opportunity to optimize your script’s execution and help you tackle the resource management challenges you’re facing. With a strong background in performance tuning, cloud computing, and system administration, I’m confident I can find a solution that reduces your script’s memory footprint and improves its scalability. Here’s how I would approach the task: Technical Audit: I’ll conduct a detailed review of your current setup, identifying areas where memory is being wasted and potential bottlenecks in the execution process. Optimized Strategy: Based on my findings, I’ll propose a plan for reducing the RAM usage, whether through sharding, optimizing data structures, or offloading parts of the job to cloud services. Proof-of-Concept: I’ll implement a Docker-ready solution that works efficiently on affordable hardware or a single cloud instance to keep costs under control. Clear Documentation: I’ll provide comprehensive documentation to ensure that your team can easily replicate and extend the solution as needed. I look forward to discussing your script’s details and how we can build a more efficient and cost-effective system. Best Regards, Waqas Ahmad
$140 USD trong 7 ngày
6,1
6,1

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam
$80 USD trong 5 ngày
5,8
5,8

Optimize High-RAM Script Execution I’m a full-stack software engineer with expertise in React, Node.js, Python, and cloud architectures, delivering scalable web and mobile applications that are secure, performant, and visually refined. I also specialize in AI integrations, chatbots, and workflow automations using OpenAI, LangChain, Pinecone, n8n, and Zapier, helping businesses build intelligent, future-ready solutions. I focus on creating clean, maintainable code that bridges backend logic with elegant frontend experiences. I’d love to help bring your project to life with a solution that works beautifully and thinks smartly. To review my samples and achievements, please visit:https://www.freelancer.com/u/GameOfWords Let’s bring your vision to life—connect with me today, and I’ll deliver a solution that works flawlessly and exceeds expectations.
$100 USD trong 3 ngày
5,6
5,6

Hello, With over 6 years of experience in PHP and C++ Programming, I am confident in my ability to tackle the challenge of optimizing the execution of your high-RAM script. I understand the importance of efficiently managing resources to ensure scalability without exceeding your budget. I have carefully reviewed your project requirements and am prepared to conduct a thorough technical audit of the script's memory usage and runtime profile. By identifying areas of inefficiency and developing a strategic resource-management plan, I aim to reduce the script's RAM requirements while maintaining optimal performance. I would love to discuss your project further and explore potential solutions to streamline the script's execution. Please feel free to connect with me via chat to delve deeper into your project needs. Thanks.
$120 USD trong 7 ngày
4,9
4,9

Running a script that demands 100+ GB of RAM across multiple VPS instances is almost always a sign of data being held in memory that could be streamed, chunked, or offloaded—and I specialize in exactly this kind of optimization work across PHP, C++, and Linux environments. My approach starts with a deep memory and runtime profiling audit to map every allocation hotspot, then I architect a leaner pipeline using techniques like memory-mapped I/O, streaming batch processing, and where appropriate, sharding across lightweight Docker containers. I've helped clients cut similar workloads from 128 GB down to under 16 GB while dramatically reducing monthly cloud spend. I can start immediately and will deliver the full audit, optimization plan with cost projections, a Docker-ready proof of concept, and clear documentation for your team.
$30 USD trong 1 ngày
4,8
4,8

Hi, I can help you bring the RAM footprint down (or distribute it cleanly) so you can stop paying for oversized VPS stacks and still handle spikes predictably. How I’ll approach it Profile first: memory and CPU sampling, heap snapshots if applicable, identify peak alloc sites, data structure bloat, and any accidental caching Find the real driver: is the >100 GB from loading full datasets, fan out concurrency, large joins, or serialization buffers Pick the cheapest scaling pattern: streaming and chunking, on disk spill, batching, sharding by key, or pushing heavy steps to managed services only where it makes sense Deliverables Technical audit with a clear RAM timeline and bottleneck map Step by step refactor plan with cost estimates for 1x instance vs distributed Docker ready proof of concept that runs on modest hardware Documentation for deployment and future extensions Ready to start. Best Regards, Shabahat Habib...
$140 USD trong 7 ngày
4,7
4,7

⭐⭐⭐⭐⭐ ✅Hi there, hope you are doing well! I recently optimized a high-memory usage Python script by analyzing memory leaks and distributing workload using Docker containers on cost-effective cloud instances, significantly reducing resource demands. From my experience, the key to success is a thorough technical audit to identify inefficient memory use and smart partitioning of tasks to optimize resource allocation. Approach: ⭕ Conduct a detailed memory footprint and runtime profile audit of your script ⭕ Identify areas of waste and suggest best resource management strategy (like sharding, streaming, or offloading) ⭕ Develop a cost-efficient proof-of-concept implementation ready to deploy on modest hardware or cloud ⭕ Provide clear, detailed documentation to ensure maintainability and scalability ❓What is the current language predominance in your script (PHP, C++, shell), and do you have preferences on managed cloud providers? I am confident in delivering a leaner, scalable solution that reduces costs and scales efficiently. Looking forward to optimizing your script and cutting your resource expenses. Best regards, Nam
$200 USD trong 3 ngày
3,9
3,9

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack & AI Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Optimize High-RAM Script Execution . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan
$120 USD trong 2 ngày
3,8
3,8

Hi, I am a backend performance engineer with 8 years of rich experience in software development. I am familiar with Linux, Docker, Cloud Computing, Performance Tuning, System Administration, Shell Scripting, PHP, and C++. For this project, I will profile the script’s memory usage to find the biggest RAM hotspots, redesign the heavy in-memory steps using streaming/chunking or sharding where needed, and deliver a Docker-ready proof-of-concept that runs on a much smaller instance with clear cost-focused deployment notes. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.
$100 USD trong 7 ngày
4,0
4,0

Hello, hope you are doing well, As a technical innovator and seasoned C++ developer, I am confident in my ability to streamline your script's memory allocation. I have an unparalleled talent for both optimizing existing algorithms and designing new, efficient processes. With my deep understanding of Linux systems and complex PHP programming, I'll conduct a thorough audit that unveils the precise areas where RAM is being wasted and target them effectively with precision solutions. Moreover, my diverse skill-set expands beyond code. I believe great optimization goes hand-in-hand with comprehensive project documentation and technical drawings, which you'll find invaluable for future modifications or extensions. Having worked extensively on AI and machine learning integration, I have a keen eye for developing smarter data handling strategies, such as in-memory structure redesign or distribution across nodes, to reduce the RAM requirements significantly while maintaining optimal performance. Lastly, my constant drive to create cost-effective solutions aligns perfectly with your budgetary concerns. I’ll not only provide a step-by-step plan showing how we cut down your RAM requirement judiciously but also offer an expected cost per month projection based on potential loads. With me on your team, you'll receive unrivaled expertise in affordability without sacrificing efficiency - making sure both your script and budget do more with less.
$250 USD trong 1 ngày
5,4
5,4

Hello, I’m confident I can significantly optimize your script’s memory footprint and runtime performance. With extensive experience in system administration, performance tuning, and cloud solutions, I’ve successfully revamped resource-heavy scripts by implementing smarter resource management, such as data sharding, chunked processing, and off-loading to cloud services. I will conduct a thorough technical audit, then create a step-by-step plan for reducing RAM use and distributing load efficiently, complete with cost estimates. My proof-of-concept will be Docker-ready, ensuring easy deployment on affordable hardware or cloud instances. Please check out my portfolio: https://www.freelancer.ca/u/ZeeCreatives. I aim to deliver clear, actionable documentation for future scalability and maintenance. Looking forward to discussing your current setup in detail and identifying the best optimization strategy.
$149 USD trong 3 ngày
3,7
3,7

Hello, I will optimize your script to reduce its RAM usage and improve resource management. I have extensive experience with memory profiling and optimization in high-load environments. I’ve successfully reduced the memory footprint for similar applications, resulting in significant cost savings and improved performance. **My approach will include:** - Conducting a thorough technical audit of the current memory usage. - Identifying memory leaks and inefficient data structures. - Evaluating sharding options and data streaming techniques. - Implementing off-loading strategies to a managed cloud service if needed. - Delivering a Docker-ready proof-of-concept on affordable hardware. - Providing clear documentation for future reference. **To refine the scope:** - What is the maximum load you expect at peak times? - Are there specific data sets that are particularly memory-intensive? - Do you have a preferred cloud provider for potential off-loading? I’m ready to start immediately and bring efficiency to your script. Let's work together to make this solution both lean and cost-effective.
$30 USD trong 7 ngày
3,4
3,4

Hope you are doing well! Your script currently demands >100 GB RAM, making VPS-based scaling costly and inefficient. Key challenges include identifying memory bottlenecks, inefficient in-memory data structures, and lack of chunked or distributed processing. Without addressing these, scaling will remain expensive and fragile. I’ve optimized high-memory Python workloads before. In one project processing 2 TB of logs, memory usage exceeded available RAM; I implemented streaming with generators, chunked processing, and offloaded intermediate results to Redis and disk-backed queues, cutting peak memory by 80 %. For distributed workloads, I’ve used Dask and multiprocessing pools with serialized tasks, allowing single-node execution without overspending on cloud RAM. Profiling with `tracemalloc` and `memory_profiler` was key to pinpoint hotspots. I am ready for you and waiting here. Thank you.
$140 USD trong 7 ngày
3,3
3,3

Kowloon, Hong Kong
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Thành viên từ thg 9 24, 2025
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₹37500-75000 INR
$250-750 USD
€30-250 EUR
$15-25 USD/ giờ
$30-250 USD
₹37500-75000 INR
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$2-8 USD/ giờ
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₹12500-37500 INR
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$2-8 USD/ giờ
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₹1500-12500 INR
€15-25 EUR/ giờ
₹12500-37500 INR