Gurtam. GPS tracking and IoT solutions developer
2 FOLLOWERS
Wialon is the fleet management software platform for GPS monitoring and IoT which tracks over 3,5 million mobile and stationary units in 150+ countries of the world and consists of more than 2,400 partner companies, 700 hardware manufacturers, hundreds of Wialon-based solution developers. With our system, you can deliver any monitoring project, be it about transport (surface, maritime, river,..
Gurtam DevConf 2024: Unintended Consequences: Personal Stories to Laugh and Reflect | Jan Bartintsky
Gurtam. GPS tracking and IoT solutions developer
4d ago
Jan will share some stories from his career and personal life related to software development, customer relations, content creation, and teaching students. The common thread is to explore how making decisions can affect the future in unpredictable ways, especially in a rapidly changing environment where we might be forced to create solutions without prior experience. For sneak peeks and updates, give us a follow on social media: Facebook: https://www.facebook.com/gurtam.people Instagram: https://instagram.com/gurtam_people LinkedIn: https://www.linkedin.com/company/gurtam/ Career site: https ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
This presentation explores the two main approaches to data processing: traditional information factories using custom-coded services and the modern capabilities of Azure Data Factory. We will delve into the intricacies of both methods, highlighting their architectures, key features, advantages, and challenges. Through practical examples and real-world use cases, you will gain a comprehensive understanding of how to effectively transform raw data into actionable insights. Whether you are a seasoned developer or new to data processing, this session will provide valuable insights and guidance to ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
Why and how we're continuously running performance tests of our applications in the same environment that is intended for real users - and why are we proud of it? A guide for those who are planning their first performance tests in the production environment - or for those who cannot convince the management to do it. I share my experience progressing from having 200 distributed high-load components in several production data-centers and dozen stagings with only functional tests and stakeholders resistance - to perf pipelines - to testing app chains in stagings - to production perf-testing - to ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
Problems like vehicle routing, employee rostering, and bin packing have one thing in common. Computer science still struggles with these problems and yet business requires us to solve them. What to do in this case? This talk is an introduction to optimization problems in the real world. We will look at theoretical and practical approaches to solving them, such as linear programming and local search. At the end of the talk, you will still have no clear answer on how to solve such problems, but you will know how to approach them in your product. For sneak peeks and updates, give us a follow on s ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
About 5 years ago Peter and his colleagues pivoted into working exclusively on projects that are focussed on IoT. Over these years they have shipped many products, which often times suffered from similar not-that-obvious issues and complexities. Peter will share the most important ones they've stumbled upon along with mitigations they took to successfully deliver. For sneak peeks and updates, give us a follow on social media: Facebook: https://www.facebook.com/gurtam.people Instagram: https://instagram.com/gurtam_people LinkedIn: https://www.linkedin.com/company/gurtam/ Career site: https://gu ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
This presentation covers critical components of Kubernetes: plugins, operators, and APIs. Understanding these elements is essential for maximizing the efficiency, flexibility, and power of your Kubernetes deployments. We’ll explore what Kubernetes plugins, operators, and APIs are and clarify where and in which situations each should be used. Finally, we’ll learn how to write your own plugin or operator and when it’s truly necessary. For sneak peeks and updates, give us a follow on social media: Facebook: https://www.facebook.com/gurtam.people Instagram: https://instagram.com/gurtam_people Link ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
From "Simple" Fine-Tuning to your own Mixture of Expert Model Using Open Source Models Nowadays, training a large language model (LLM) from scratch is a huge effort, even for very large companies. Starting from pre-trained models to create your own custom models is no longer just an option for resource-constrained organizations; it has become a necessary starting point for many. In this context, various techniques and strategies can help to maximize the potential of pre-trained models: - Lora: A technique for low-rank adaptation, which allows for efficient fine-tuning of models by focusing on ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
Automattic is a company well-known for its open-source product - WordPress. “Open Source is one of the most powerful ideas of our generation” is written in the company’s creed. Automattic culture and values force the company to prefer open-source solutions in its software engineering decisions. Igor leads the team of data engineers responsible for maintaining the data warehouse and related data products. Almost all of the ecosystem is based on open-source: Hadoop, Spark, Trino, Airflow, Superset, JupyterHub. And all of it is hosted on bare metal without cloud providers. Is it a reasonable appr ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
In today’s cloud-native landscape, managing and observing multiple clusters is a common requirement for ensuring robust, scalable, and reliable service delivery. However, achieving a comprehensive view across these clusters, while maintaining performance and limiting costs presents numerous challenges. Drawing from our customer experience in multi-cluster environments, we have a few critical lessons to guide practitioners toward effective multi-cluster observability. In this session, we delve into practical strategies and best practices covering areas such as centralized monitoring, logging, t ..read more
Gurtam. GPS tracking and IoT solutions developer
4d ago
Many foundation models in Computer Vision have been introduced recently like Dino, SAM, RADIO.Surprisingly, most of the models utilize the base idea of knowledge distillation behind the scenes. A talk would involve a description of knowledge distillation and how it is used to optimize the inference of large models, DINOv2 and RADIO specific cases of employing knowledge distillation and surpassing all the benchmarks. For sneak peeks and updates, give us a follow on social media: Facebook: https://www.facebook.com/gurtam.people Instagram: https://instagram.com/gurtam_people LinkedIn: https://www ..read more