Skip to content
SparkTime, home
Topic · 137 pieces · page 6 of 8

Software Engineering

Architecture, backend, practices and lessons from production.

Earlier in Software Engineering

Page 6 of 8

Technology

18 min read

Load Balancers: How They Work, Algorithms, Health Checks and Stateless Services

Why load balancers exist, how they spread traffic across servers, and what makes that possible: stateless services. Covers Layer 4 versus Layer 7, reverse proxies, round robin, weighted, least connections and hashing, health checks, draining, sticky sessions, redundancy of the load balancer itself, and autoscaling.

Technology

15 min read

Estimating Storage, Bandwidth, Cache Size and Server Count

Turn request rates into the numbers that shape an architecture: storage per day and per year with replication and retention, ingress and egress bandwidth in Gbps, cache memory from the working set, database write limits, and a first server count with headroom and zone failure. Includes a full worked example and a calculator.

Technology

16 min read

Back-of-the-Envelope Estimation: From Users to Peak QPS

Capacity estimation from absolute basics: units and powers of two, seconds in a day, and the funnel from total users to MAU, DAU, requests per day, average QPS and peak QPS. Includes peak factors you can derive, read and write splits, fan-out, three worked examples and a small calculator.

Technology

17 min read

How a Web Request Travels: DNS, TCP, TLS and HTTP for System Design

Follow one request from a phone to a database and back: DNS lookup, TCP and TLS handshakes, HTTP, the edge, the load balancer, the application and the data stores. Learn where the time goes, why round trips and distance dominate latency, and where requests fail.

Technology

18 min read

Start Here: What System Design Is and How to Learn It

What system design actually is, why interviews test it, the components you will meet and the problem each one solves, and the seven-phase method this 45-article course uses for every design, from a first single-server app to large distributed systems.

CourseTechnology

6 min read

System Design From Zero to Interview-Ready

A free, 45-article course that takes you from basic web and backend ideas to designing and defending real systems in SDE-1 and SDE-2 interviews. It teaches a repeatable method (requirements, estimation, APIs, data, baseline, scaling, hardening), the building blocks and distributed-systems fundamentals behind it, and 15 progressively harder case studies.

Technology

19 min read

Indian Fresher Placement and Coding Interview Preparation

How to prepare for campus placements and fresher hiring in India: aptitude rounds, online coding assessments with fast input and output, technical interviews, CS fundamentals, explaining trade-offs, debugging under pressure and discussing projects honestly.

Technology

18 min read

Your 12-Week DSA Study and Revision Plan

A realistic week-by-week plan for working through this course around college or a job: what to learn, implement, practise and revise each week, with timed sessions, mock interviews, a spaced-revision schedule, and lighter and more intensive alternatives.

Technology

24 min read

Build a DSA Practice Project

Build a small, complete Java project that uses many data structures together: a practice tracker with spaced-repetition reviews, undo, title autocomplete and a prerequisite-based study order. Requirements, design, milestones, test cases and extension ideas, with no paid services.

Technology

23 min read

The Interview Problem-Solving Workflow

A step-by-step routine for coding interviews: clarify, work examples, state a brute force, optimize, agree on a plan, code, test and analyze. Includes a full sample dialogue, advice on getting unstuck, and checklists you can use in mock interviews.

Technology

22 min read

Range Queries and Disjoint Set Union

What to do when prefix sums are not enough: Fenwick and segment trees for range queries with updates (optional depth), and disjoint set union with path compression and union by size for connectivity, cycles and Kruskal's algorithm (the part worth knowing).

Technology

19 min read

Tries and Prefix-Based Search

A trie stores words so that shared prefixes share nodes, making insert, exact search and prefix search take time proportional to the word length. Build one in Java, compare array and map nodes, and use it for autocomplete, wildcards and shortest-prefix replacement.

Technology

21 min read

Dynamic Programming Practice: From 1D to 2D

Apply the six-step DP workflow to climbing stairs, house robber, grid paths and the longest common subsequence. For each: state, transition, base cases, evaluation order, complexity and why it is correct, with full tables and reconstruction.

Technology

20 min read

Dynamic Programming: Learn to Recognize Overlapping Subproblems

Dynamic programming is recursion that remembers. Learn overlapping subproblems and optimal substructure, memoization and tabulation on Fibonacci, a repeatable six-step formulation workflow, and the coin change problem that greedy cannot solve.

Technology

24 min read

Shortest Paths and Topological Sorting

When BFS is enough and when it is not, Dijkstra's algorithm with a priority queue and its non-negative-weight limit, a glance at Bellman-Ford, and topological sorting with Kahn's algorithm and DFS for dependency order, including how to detect impossible orders.