The Complete Guide to Data Collection Proxy IP Shopping in 2025: From Beginner to Proficient
Hello, I am doing eight years of data collection of the old Lee. Today we do not talk about false, directly on the dry goods, talk about how to choose the right proxy IP this data collection "invisible assistant". Many people think that the proxy IP is a tool, just choose a cheap one - this idea can be too dangerous! I use ...
Big data collection must: high concurrency crawler agent IP pool API interface service
Last year, when a travel platform crawled the price data of its competitors, it triggered 213 anti-climbing interceptions in a single day - not that the technology was not strong enough, but that it ignored the IP behavioral portrait. Modern anti-climbing system will record: the same IP request frequency, access time pattern, device fingerprint combination, when these features form a machine behavior model...
Professional foreign proxy ip service provider-IPIPGO
Proxy IP in AI training: anti-backtracking strategy for multi-source data collection
In today's rapid development of AI technology, model training puts higher requirements on the quality and diversity of data. However, IP blocking and geographical restrictions frequently encountered in the process of data collection have become bottlenecks restricting the development of AI. In this paper, we will combine the technical characteristics of ipipgo, a global proxy IP service provider, from ...
IPIPGO Dynamic IP Pool Technology: A Practical Solution for IP Blocking in AI Large Model Training
The Death Trap of AI Training Data Acquisition: the Truth of IP Blocking Rate of 97% An AI company training a large model of law was blocked 182 IPs by Westlaw for 3 consecutive days, resulting in 300,000 pieces of critical data scrapped. The regular request characteristics of traditional server room IPs (e.g. synchronized timestamps, fixed-interval accesses) can be used by anti-crawl systems...
Enterprise AI R&D Must See: Proxy IP Selection Guide and IPIPGO Technology Advantages Comparison
Why can't enterprise-level AI R&D get around proxy IPs? A head AI company once encountered continuous IP blocking when trying to capture public scientific research data due to insufficient training data, resulting in two weeks of downtime for a 20-person algorithm team and direct losses of over 800,000 RMB. This real case exposes the fatal pain point of enterprise-level AI R&D - data...
AI large model training cost optimization: how proxy IP can improve data crawling efficiency and success rate?
Why does data capture efficiency directly affect AI training costs? Friends who do AI large model training are clear that data quality determines the model effect, but many people ignore a key point - the cost of acquiring data may eat more than 30% of the entire project budget. To cite a real case: a startup team is capturing...
AI Training Data Collection: A Guide to Designing a 10 Million Agent Pool Architecture
When you find that 90% of the public data for training AI models are from users in the same region, or every time you collect data on a large scale, the IP is blocked by the website - this means that your proxy pool architecture needs to be reconstructed. This article is based on real enterprise cases, revealing how to use ipipgo residential proxy IP to build an efficient...
Web3.0 Data Capture Proxy IP Technical Requirements
In Web3.0 ecosystem, from NFT transaction records to smart contract invocation logs, the real-time collection of massive data directly affects the efficiency of project decision-making. In this paper, we will analyze how to build a compliant and efficient data capture system through ipipgo's proxy IP technology from a hands-on perspective. First, Web3.0 data capture of the three major characteristics ...
Blockchain Data Collection Solution: Distributed Proxy Pool for High Frequency Requests
In the field of blockchain data collection, stability and data security under high-frequency requests are the core challenges. In this paper, we will analyze how to realize efficient and compliant data collection through distributed proxy pool technology combined with the solution of professional service provider ipipgo from the practical application scenario. First, blockchain data ...
Deep learning data collection: distributed agent pooling to cope with image captchas
When data collection hits image CAPTCHA, how does proxy IP break the game? In the process of deep learning model training, the biggest headache when collecting massive data is encountering website CAPTCHA interception. Especially the dynamically generated image CAPTCHA, which can't be cracked by fixed rules and will significantly reduce the collection efficiency. ...
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