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SQL Query: 3 Methods for Calculating Cumulative SUM

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SQL provides various constructs for calculating cumulative sums, offering flexibility and efficiency in data analysis. In this article, we explore three distinct SQL queries that facilitate the computation of cumulative sums. Each query leverages different SQL constructs to achieve the desired outcome, catering to diverse analytical needs and preferences. Using Window Functions (e.g., PostgreSQL, SQL Server, Oracle) SELECT id, value, SUM(value) OVER (ORDER BY id) AS cumulative_sum  FROM your_table; This query uses the SUM() window function with the OVER clause to calculate the cumulative sum of the value column ordered by the id column. Using Subqueries (e.g., MySQL, SQLite): SELECT t1.id, t1.value, SUM(t2.value) AS cumulative_sum FROM your_table t1 JOIN your_table t2 ON t1.id >= t2.id GROUP BY t1.id, t1.value ORDER BY t1.id; This query uses a self-join to calculate the cumulative sum. It joins the table with itself, matching rows where the id in the first table is greater than or

Offline Authentication - The Top Differences Between RSA and Entrust Tokens

RSA token and Entrust token both are public-key providers. In the process of identity management, both play a typical role. 

Once you register with token providers, you will get one private Token. You need to enter both a private PIN and a Token number displayed on the App.

These tokens are mandatory for financial projects. Else they have to pay hefty penalties by non following compliance. Also, check AWS Encryption Top Supported Features.


Entrust Mini Token.

Entrust Token.


Entrust provides both private and public keys to access secure domains.
  • Time-based OATH TOTP algorithm (OT version).
  • Supports PVN validation.
  • First, you need to enter the private PIN and then Token.

RSA Token.

RSA Token.

RSA provides both private and public keys. Both the keys you need to enter to log in to financial or secure servers.
  • Identity management.
  • Both Soft token and Hard tokens available.
  • With the registered token, you can access multiple devices.
  • Finger Print based tokens available
  • Face recognition Tokens available.
  • RSA uses a machine learning approach to provide the right token based on the risk study.

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