Highload fwdays'17
2017-10-14
Kyiv, Ukraine
who it's for
backend engineers, site reliability engineers, data engineers, devops engineers, database administrators, machine learning engineers, security engineers, robotics engineers
topics
scalable stream processing; supervised text classification; blockchain identity management; sequential distributed storage; microservices architecture pitfalls; real-time face detection; MySQL performance tuning; percentile math for monitoring; conflict-free replicated data types architecture; real-time analytics platform; secret management beyond git; semantic text analysis and plagiarism detection
| title | author | length |
|---|---|---|
| Scalable Stream Processing and Large-Scale Data Analysis | Evgeniy Bobrov | 24m |
Discusses scalable stream processing and analytics for large datasets, focusing on architectures and technologies to handle high-throughput, real-time data… | ||
| The Evolution of Supervised Machine Learning Approaches for Text Analysis | Evgeniy Terpil | 38m |
Evolution of supervised machine learning approaches for text analysis, covering classical methods (feature engineering, bag-of-words, linear models) and newer… | ||
| Blockchain for Identity Management Based on Fast Big Data | Dmitriy Lavrinenko | 37m |
Describes adding a blockchain layer into a Lambda-style big-data pipeline to provide immutable audit trails for IoT identity and event telemetry. Uses edge… | ||
| LogDevice: durable and highly available sequential distributed storage system | Dmytro Okhonko | 46m |
Facebook’s LogDevice is a sequential, append‑only store that claims low tail latency (about 10 milliseconds) while handling huge throughput (measured in… | ||
| Top 10 Fails on a Real Highload Project | Dmitriy Menshikov | 30m |
A review of the top 10 architecture failures found on a real high-load project, describing concrete systemic mistakes and their consequences. Covers real… | ||
| Semantic Text Analysis and Plagiarism Detection | Serhii Vashchilin | 24m |
Covers semantic text analysis and plagiarism detection, describing methods for understanding text meaning and applying them to find plagiarized content… | ||
| The Story of One Monitoring | Vsevolod Poliakov | 39m |
A retrospective on building and maintaining a production monitoring system, covering the technologies used, operational problems encountered, and the practical… | ||
| My Database Can't Handle the Load. What to Do? | Denys Reznyk | 47m |
The talk examines causes and remedies when a database cannot handle high load, focusing on practical techniques like query optimization, indexing, sharding… | ||
| Pitfalls of Microservice Architecture | Nykyta Halkyn | 42m |
Discusses common pitfalls of microservice architecture, focusing on practical issues teams encounter when adopting microservices. Covers technological and… | ||
| Highload — An Unexpected Journey | Andrey Golovey | 38m |
A real-time ingestion and transformation pipeline was built using Apache Storm, Kafka (0.2→1.1.0), Cassandra, Elasticsearch, Hadoop, Docker, AWS, and… | ||
| Constraint driven infrastructure - scale or tune? | Vladymyr Tsap | 29m |
Презентация доклада: https://fwdays.com/en/event/highload-fwdays-17/review/constraint-driven-infrastructure-scale-or-tune%3F
Facebook… | ||
| (R)Evolution — You Know, for Search… | Philipp Krenn | 41m |
Elasticsearch 5.6 adds strict bootstrap checks and a cluster allocation explain API that tells exactly why a shard is unassigned, and 6 enables rolling… | ||
| CRDT Architecture and Group Systems | Maksym Klymyshyn | 36m |
Covers CRDT (Conflict-free Replicated Data Types) architecture and how CRDTs are used in distributed/grouped systems to achieve eventual consistency without… | ||
| Faster than real-time face detection | Aleksandr Zarichkovyy | 39m |
Презентация доклада: https://fwdays.com/en/event/highload-fwdays-17/review/faster-than-real-time-face-detection Facebook… | ||
| Best Practices for MySQL Performance | Roman Novykov | 35m |
A monitoring and troubleshooting toolkit is presented that combines Prometheus and Grafana for the frontend, Consul for configuration, and a custom query… | ||
| How Cloudflare helps survive the largest attacks on the Internet | Yhnat Korchahyn | 43m |
Cloudflare's talk describes how their network and services mitigate the largest Internet attacks, focusing on DDoS protection. It explains technologies like… | ||
| How to Stop Storing Secrets in Git and Start Using [tools] | Oleh Mykolaichenko | 24m |
Shows how to stop keeping secrets (passwords, API keys) in Git and start using HashiCorp Vault for secure secret management. Covers the problem of secrets… | ||
| High[Page]load | Dmytro Voloshyn | 43m |
Презентация доклада: https://fwdays.com/en/event/highload-fwdays-17/review/complexity-level Facebook: https://www.facebook.com/fwdays
Twitter… | ||
| Developing Control for Mobile Robots | Yan Tsybulkyn | 30m |
A simple physics model of a two-motor planar drone produces three differential equations and initially shows inevitable fall in simulation (~15–17 s)… | ||
| MathOps or the Mathematics of Percentiles in Monitoring | Pavel Trukhanov | 37m |
Explains using MathOps for percentile calculations in monitoring systems, focusing on algorithms and techniques for estimating percentiles efficiently. Covers… | ||
| Fast Data Platform for Real-Time Analytics. Architecture And Approaches. | Vitaliy Bondarenko | 01h 01m |
Презентация доклада: https://fwdays.com/en/event/highload-fwdays-17/review/fast-data-platform Facebook: https://www.facebook.com/fwdays
Twitter… | ||
| Preparing for Highload fwdays '17 | 02m | |
Announcement of the Highload fwdays '17 conference in Kyiv on October 14, with an online livestream available at https://fwdays.com/en/event/highload-fwdays-17. | ||
| Highload fwdays '17 | How It All Went Down | motor voloshyn | 02m |
A report on the Highload fwdays'17 conference held in Kyiv on October 14, 2017, describing the event organization and program. It provides practical… | ||
| Fork It for Fun and Profit | Mykhayl Bodnarchuk, Dmitriy Naumenko | 19m |
Practical advice for contributing to open-source projects: reproduce a bug, minimize the failing code, write a focused patch with tests and documentation, and… | ||
| The Magic of Compression | Andrey Aksenov | 52m |
Covers data compression techniques and their practical use for high-load systems, discussing algorithms and tools for reducing storage and bandwidth. Explains… | ||
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