Network Congestion
Network congestion occurs when the demand for network resources exceeds the available capacity, resulting in a degradation of network performance. In data science and artificial intelligence, network congestion can have a significant impact on the performance of distributed systems, such as those used for machine learning training or real-time data processing. Congestion can lead to increased latency, packet loss, and reduced throughput, which can in turn affect the accuracy and reliability of machine learning models. To mitigate the effects of network congestion, various techniques can be employed, such as traffic shaping, load balancing, and congestion control algorithms.
Your Previous Searches
Random Picks
- Leadership: Leadership in Data Science refers to the ability of a person to guide, inspire, and motivate a team of data scientists towards achieving a common goal. A leader in this field should possess strong technical skills, as well as excellent comm ... Read More >>
- Validation: Validation is the process of evaluating a machine learning model's performance on an independent dataset. It is a crucial step in the model development process as it helps to ensure that the model is not overfitting to the training data and ... Read More >>
- Metric System: In Data Science, the Metric System refers to the use of standardized units of measurement to quantify and analyze data. This system is based on the International System of Units (SI) and includes measurements such as meters, kilograms, and ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20