Arpit Bhayani Blogs

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Arpit Bhayani Blogs

001 Ai Topological Sort

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TLDR: Partitioning Strategies for Distributed Databases

Date: 2022-01-24 Source: https://arpitbhayani.me/blogs/data-partitioning

Overview

Learn database partitioning! Scale reads/writes & improve availability by splitting your database. Explore horizontal/vertical strategies.

Key Points

Partitioning plays a vital role in scaling a database beyond a certain scale of reads and writes.
Load Distribution: A database is partitioned when it needs to handle more reads or writes than one over-scaled database.
Improving Availability: By partitioning a database, we also get a massive improvement in data availability.

Takeaway

By partitioning a database, we also get a massive improvement in data availability.

001-ai-topological-sort.md

002 Temporal Primer

002-temporal-primer.md

003 Rag Production

003-rag-production.md

004 Structure Of Llm Chat

004-structure-of-llm-chat.md

005 How Llms Work

005-how-llms-work.md

006 Monolith Is Distributed System

006-monolith-is-distributed-system.md

007 Defensive Databases

007-defensive-databases.md

008 Bm25

009 Join Algorithms

009-join-algorithms.md

010 Venting At Work

010-venting-at-work.md

011 Half Life

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012 Multi Paxos

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013 Mysql Replication Internals

013-mysql-replication-internals.md

014 Bloom Filters

014-bloom-filters.md

015 Clock Sync Nightmare

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016 Kafka Partitions

016-kafka-partitions.md

017 Product Quantization

017-product-quantization.md

018 Qkv Matrices

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019 Deleted Production

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020 How Llm Inference Works

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021 Blocking Queues

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022 Heartbeats In Distributed Systems

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023 Cassandra Writes

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024 Redis Replication

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025 Arrogant People At Work

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026 Cdn Content Replication

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027 Cant Fix Everything Day One

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028 Emotions At Work

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029 Grpc Http2

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030 Meetings With No Agenda Are A Waste Of Time

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031 Growth Is Not About Doing Everything

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032 Career Longevity Vs Job Hopping

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033 Stay Relevant At Higher Salary Levels

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034 Why Consensus

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035 Database Deadlocks

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036 Cpu Cache Locality

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037 Eventual Consistency

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038 Dns Udp Tcp

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039 Masters

040 Empathy Makes Great Engineers Unstoppable

040-empathy-makes-great-engineers-unstoppable.md

041 Good Mentors Build People

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042 Always Have Back Burner Projects

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043 Before You Push Back Know What Youre Standing On

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044 Be The One They Can Count On

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045 How Much People Bet On You

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046 How To Get Leadership To Say Yes To Your Project

046-how-to-get-leadership-to-say-yes-to-your-project.md

047 Dont Let Your Best Ideas Die In Silence

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048 Be Someone Others Want To Work With

048-be-someone-others-want-to-work-with.md

049 Dont Fall For Xy Problem Ask Right Questions

049-dont-fall-for-xy-problem-ask-right-questions.md

050 Biggest Lie Startups Tell Engineers

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051 Promotions Are Proactive Not Reactive

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052 Not Enough To Be Right Learn To Be Heard

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053 No One Ships Alone

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054 Not Every Mistake Needs A Correction

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055 Build Influence At Work

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056 Your Soft Skills Arent Soft At All

056-your-soft-skills-arent-soft-at-all.md

057 Experience Before Forming Opinion

057-experience-before-forming-opinion.md

058 Curiosity And High Bias For Action

058-curiosity-and-high-bias-for-action.md

059 Worklog

060 Mistakes And Growth

060-mistakes-and-growth.md

061 Own It Instead Of Sweeping It Aside

061-own-it-instead-of-sweeping-it-aside.md

062 Dont Wait Step Up

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063 Temporary Fix Is Permanent

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064 Interview Bias And What Sets You Apart

064-interview-bias-and-what-sets-you-apart.md

065 Saying This Isnt My Problem Is A Problem

065-saying-this-isnt-my-problem-is-a-problem.md

066 Okr

067 Miscommunication

067-miscommunication.md

068 When In Doubt Code It Out

068-when-in-doubt-code-it-out.md

069 Follow Up Without Annoying People

069-follow-up-without-annoying-people.md

070 Lead Projects That Land

070-lead-projects-that-land.md

071 Abstract Thinking Skill Next Decade

071-abstract-thinking-skill-next-decade.md

072 We Engineers Suck At Task Estimation

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073 Shiny Object Syndrome In Tech

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074 3p

075 Leverage The Equilibrium

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076 On Demand Container Loading In Aws Lambda

076-on-demand-container-loading-in-aws-lambda.md

077 Sql Has Problems We Can Fix Them Pipe Syntax In Sql

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078 Nanolog A Nanosecond Scale Logging System

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079 Best Resource Is Mythical

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080 Wtf The Who To Follow Service At Twitter

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081 Know A Lot

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082 Out Of Syllabus

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083 Negotiate The Offer

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084 Never Bad Mouth Your Ex Exployer

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085 Culture Fit

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086 Quantification In Resume

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087 Hiring Is Unfair

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088 Questions For Interviewers

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089 Collaboration Communication

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090 Out Of Vicious Interview Cycle

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091 Pitch Projects Not Ideas

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092 Read Design Docs

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093 Read Rca Docs

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094 Start Generalist

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095 Do Not Rely On Summaries

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096 Structure Your Design Interviews

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097 Title Inflation

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098 Find Your Own Project

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099 Six Pointers To Crack Coding And Design Interviews

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100 Keep Yourself Unblocked

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101 Genetic Knapsack

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102 Pseudorandom Number Generation Lfsr

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103 How Indexes Work On Partitioned And Sharded Data

103-how-indexes-work-on-partitioned-and-sharded-data.md

104 Some Data Partitioning Strategies For Distributed Data Stores

104-some-data-partitioning-strategies-for-distributed-data-stores.md

105 Data Partitioning

105-data-partitioning.md

106 Leaderless Replication

106-leaderless-replication.md

107 Conflict Resolution

107-conflict-resolution.md

108 Conflict Detection

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109 Multi Master Replication

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110 Monotonic Reads

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111 Read Your Write Consistency

111-read-your-write-consistency.md

112 Handling Outages Master Replica

112-handling-outages-master-replica.md

113 Replication Formats

113-replication-formats.md

114 Replication Strategies

114-replication-strategies.md

115 Master Replica Replication

115-master-replica-replication.md

116 Durability

116-durability.md

117 Isolation

117-isolation.md

118 Atomicity

118-atomicity.md

119 Consistency

119-consistency.md

120 Architectures In Distributed Systems

120-architectures-in-distributed-systems.md

121 Mistaken Beliefs Of Distributed Systems

121-mistaken-beliefs-of-distributed-systems.md

122 Fork Bomb

122-fork-bomb.md

123 Chained Operators Python

123-chained-operators-python.md

124 Taxonomy On Sql

124-taxonomy-on-sql.md

125 The Weird Walrus

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126 Fully Persistent Arrays

126-fully-persistent-arrays.md

127 Persistent Data Structures Introduction

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128 Constant Folding Python

128-constant-folding-python.md

129 String Interning Python

129-string-interning-python.md

130 Recursion Visualizer Python

130-recursion-visualizer-python.md

131 Flajolet Martin

131-flajolet-martin.md

132 2q Cache

132-2q-cache.md

133 Israeli Queues

133-israeli-queues.md

134 1d Terrain

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135 Jaccard Minhash

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136 Ts Smoothing

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137 Lfu

138 Morris Counter

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139 Slowsort

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140 Bitcask

141 Phi Accrual

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142 10x Engineer

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143 Decipher Repeated Key Xor

143-decipher-repeated-key-xor.md

144 Decipher Single Xor

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145 Python Iterable Integers

145-python-iterable-integers.md

146 Inheritance C

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147 Rum

148 Consistent Hashing

148-consistent-hashing.md

149 Python Caches Integers

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150 Fractional Cascading

150-fractional-cascading.md

151 Copy On Write

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152 Midpoint Insertion Caching Strategy

152-midpoint-insertion-caching-strategy.md

153 Fsm Python

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154 Bayesian Average

154-bayesian-average.md

155 Sliding Window Ratelimiter

155-sliding-window-ratelimiter.md

156 Idf

157 Better Programmer

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158 Python Prompts

158-python-prompts.md

159 Rule 30 Cellular Automata

159-rule-30-cellular-automata.md

160 Function Overloading

160-function-overloading.md

161 Isolation Forest

161-isolation-forest.md

162 Image Steganography

162-image-steganography.md

163 Long Integers Python

163-long-integers-python.md

164 I Changed My Python

164-i-changed-my-python.md

165 Benchmark And Compare Pagination Approach In Mongodb

165-benchmark-and-compare-pagination-approach-in-mongodb.md

166 Mongodb Cursor Skip Is Slow

166-mongodb-cursor-skip-is-slow.md

167 Fast And Efficient Pagination In Mongodb

167-fast-and-efficient-pagination-in-mongodb.md

168 Making Http Requests Using Netcat

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