SlideShare uma empresa Scribd logo
1 de 63
Baixar para ler offline
Redis Tips
charsyam@naver.com
• OpenSource Contributor
• REDIS
• TWEMPROXY
Before Presentation
Agenda
•Dangerous Commands
•Memory Policies
•Replication
•RDB
Dangerous Commands
•Keys *(pattern)
•FlushAll
Dangerous Commands
•Why?
–Single Thread.
–Each command should spend
small time.
Keys *• Don’t use keys command in production.
–“Warning: consider KEYS as a command
that should only be used in production
environments with extreme care” is
written in redis.io keys commands
manual.
Keys *
di = dictGetSafeIterator(c->db->dict);
allkeys = (pattern[0] == '*' && pattern[1] == '0');
while((de = dictNext(di)) != NULL) {
……
stringmatchlen(pattern,plen,key,sdslen(key),0)
}
FlushAll
Cache Item Count Time
Memcache 1,000,000 1~2ms
Redis 1,000,000 1000ms(1 second)
FlushAll
• Redis’s FlushAll is slow and paused.
• But memcache’s flush is really fast.
–memcache doesn’t depend on Item count.
–Redis depends on Item count.
FlushAll
• What is different from memcache’s flush.
• Memcache just sets time to flush.
• Redis deletes all items.
–It spends 1 second in 1M or 2M items
FlushAll-Redis
long long emptyDb() {
for (int j = 0; j < server.dbnum; j++) {
dictEmpty(server.db[j].dict);
dictEmpty(server.db[j].expires);
}
return removed;
}
FlushAll-Redis
FlushAll-Memcachestatic void process_command(conn *c, char *command) {
if (exptime > 0)
settings.oldest_live = realtime(exptime) - 1;
else /* exptime == 0 */
settings.oldest_live = current_time - 1;
}
FlushAll-Memcacheif (settings.oldest_live != 0 &&
settings.oldest_live <= current_time &&
it->time <= settings.oldest_live) {
do_item_unlink(it, hv);
do_item_remove(it);
it = NULL;
}
Redis Memory Policy• Volatile-lru
• Allkeys-lru
• Volatile-random
• Allkeys-random
• Volatile-ttl
• noeviction
Redis Memory Policy
• In 64bit, Memory Policy doesn’t work,
if you don’t set maxmemory
parameter.
• In 32bit, maxmemory is set 4GB as
default
Default Setting in 64
• There is no memory limitation.
• So If you insert bigger data than
memory. It will be slow.
• But But But. Make sure
Vm.overcommit_memory property.
Memory Policy
• If you use Memory-Policy and
replication.
– It can cause some consistency problem.
Master SlaveDelete
propagation
Delete items because
of its own memory
policy
Replication
•Support Chained Replication
•Common mistake
Replication
•Support Chained Replication
Master
Slave Slave
Slave Slave
Replication
•Common mistake.
–Don’t forget “slaveof no one”
•Slave’s replicationCron keeps
track of master’s health.
Replication
Master Slave
replicationCron
Health check
Replication
Master Slave
replicationCron
Health check
Replication
Master Slave
replicationCron
When master reruns, Resync with Master
Replication
Master Slave
replicationCron
Slave will has no data after resyncing
If master has no data.
Initial Replication Step
RDB
• Good and Bad.
• It causes all of problems.
RDB - GOOD
• Can store data into persistent layer.
RDB - BAD
• Bad Performance in Large memory.
• Twice memory problem.
• Denying write problem when storing RDB
fails.
• If you just want Cache. Turn off RDB
RDB – Large Memory
• Performance is relevant to Memory
Size.
17.1 GB 34.2 GB
68.4 GB
117 GB
RDB - BAD
• Using bgsave in slave.
• Turning off RDB.
• Using save in master or slave.
RDB – Twice Memory
• fork() and COW(copy on write) Issue
–In Write Heavy System:
RDB – Twice Memory
RDB – Twice Memory
RDB – Twice Memory
Real Case Study
• Background
–Can’t write to Redis Server
–Sentinel doesn’t find Server’s failure.
Real Case Study• Reason
– If redis fails to save RDB, Redis basically denies write
operations from client.
– “MISCONF Redis is configured to save RDB snapshots,
but is currently not able to persist on disk.
Commands that may modify the data set are disabled.
Please check Redis logs for details about the error.”
Real Case Studyif (server.stop_writes_on_bgsave_err &&
server.saveparamslen > 0
&& server.lastbgsave_status == REDIS_ERR &&
c->cmd->flags & REDIS_CMD_WRITE)
{
flagTransaction(c);
addReply(c, shared.bgsaveerr);
return REDIS_OK;
}
Real Case Study
• Solution #1
• Solution #2
config set stop-writes-on-bgsave-error no
Turn off RDB Setting
2.6.12 부터 conf 에서 stop-writes-on-bgsave-error
설정이 가능해짐.
SELECT Command
• Don’t use “SELECT” Command.
–You will not be able to use “SELECT” in
Redis Cluster.
• Redis Proxy can make some troubles.
Response Time
• Why memcache’s response time is
uniformed?
–Difference of Memory Allocator
Memcache Redis
- Slab Allocator - Just malloc()
Redis VS Memcache
• The popular question 
–Redis and Memcache: What is better?
Memcache Redis
- Uniformed Response
Time
- More stable
- Data Structure
- Persistent
Sentinel
Sentinel
• Sentinel is Failover Solution for Redis.
Master Slave
Sentinel
Sentinel periodically checks Redis Master
Sentinel
Master Slave
Sentinel
Send “slaveof no one” to slave node
Sentinel
Master Slave
Sentinel
Notify to client about changing master
Client
Sentinel
redis 127.0.0.1:2003> psubscribe *
Reading messages... (press Ctrl-C to quit)
1) "pmessage"
2) "*"
3) "+switch-master"
4) "resque 127.0.0.1 1999 127.0.0.1 2002"
Sharding or Clustering
Two Approches.
Client Library
VS
Server Proxy
Client Library
NHN Case Study:
http://helloworld.naver.com/helloworld/294797
Craiglist Case Study:
http://blog.zawodny.com/2011/02/26/redis-
sharding-at-craigslist/
Client Library
ZooKeeper
or
health Checker
Redis Library
Craigslist
NHN Application Servers
ZooKeeper
Redis Cluster
Manager
Redis
Shard-1
Redis
Shard-2
Redis
Shard-3
NHN
Client Library
• Benefits
–No hob(faster than server proxy)
• Liabilities
–Consistency Problem(Timing Issue)
Server Proxy
Redis Cloud Services
Twemproxy
https://github.com/twitter/twemproxy
Twemproxy
• Simple and fast memcache/redis proxy
Client
Client
Client
Client
Twemproxy
Redis
Redis
Redis
Redis
Twemproxy
If you use redis as a store,
Twemproxy might not be
good for your purpose
Server Proxy
• Benefits
–Client doesn’t need any other libraries
• Liabilities
–Hob.(less speed and proxy is also SPOF)
Q & A
Thank you!

Mais conteúdo relacionado

Mais procurados

HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)
HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)
HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)Ontico
 
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...Ontico
 
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...Ontico
 
LizardFS-WhitePaper-Eng-v3.9.2-web
LizardFS-WhitePaper-Eng-v3.9.2-webLizardFS-WhitePaper-Eng-v3.9.2-web
LizardFS-WhitePaper-Eng-v3.9.2-webSzymon Haly
 
Redis, another step on the road
Redis, another step on the roadRedis, another step on the road
Redis, another step on the roadYi-Feng Tzeng
 
NoSQL 동향
NoSQL 동향NoSQL 동향
NoSQL 동향NAVER D2
 
Setting up mongo replica set
Setting up mongo replica setSetting up mongo replica set
Setting up mongo replica setSudheer Kondla
 
Frontera распределенный робот для обхода веба в больших объемах / Александр С...
Frontera распределенный робот для обхода веба в больших объемах / Александр С...Frontera распределенный робот для обхода веба в больших объемах / Александр С...
Frontera распределенный робот для обхода веба в больших объемах / Александр С...Ontico
 
Journey to Stability: Petabyte Ceph Cluster in OpenStack Cloud
Journey to Stability: Petabyte Ceph Cluster in OpenStack CloudJourney to Stability: Petabyte Ceph Cluster in OpenStack Cloud
Journey to Stability: Petabyte Ceph Cluster in OpenStack CloudPatrick McGarry
 
Как PostgreSQL работает с диском
Как PostgreSQL работает с дискомКак PostgreSQL работает с диском
Как PostgreSQL работает с дискомPostgreSQL-Consulting
 
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015PostgreSQL-Consulting
 
MySQL High Availability Sprint: Launch the Pacemaker
MySQL High Availability Sprint: Launch the PacemakerMySQL High Availability Sprint: Launch the Pacemaker
MySQL High Availability Sprint: Launch the Pacemakerhastexo
 
Your 1st Ceph cluster
Your 1st Ceph clusterYour 1st Ceph cluster
Your 1st Ceph clusterMirantis
 
Ceph Performance and Sizing Guide
Ceph Performance and Sizing GuideCeph Performance and Sizing Guide
Ceph Performance and Sizing GuideJose De La Rosa
 
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)Ontico
 

Mais procurados (20)

HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)
HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)
HighLoad Solutions On MySQL / Xiaobin Lin (Alibaba)
 
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...
Как Web-акселератор акселерирует ваш сайт / Александр Крижановский (Tempesta ...
 
Shootout at the AWS Corral
Shootout at the AWS CorralShootout at the AWS Corral
Shootout at the AWS Corral
 
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...
Как понять, что происходит на сервере? / Александр Крижановский (NatSys Lab.,...
 
LizardFS-WhitePaper-Eng-v3.9.2-web
LizardFS-WhitePaper-Eng-v3.9.2-webLizardFS-WhitePaper-Eng-v3.9.2-web
LizardFS-WhitePaper-Eng-v3.9.2-web
 
Shootout at the PAAS Corral
Shootout at the PAAS CorralShootout at the PAAS Corral
Shootout at the PAAS Corral
 
Redis, another step on the road
Redis, another step on the roadRedis, another step on the road
Redis, another step on the road
 
92 grand prix_2013
92 grand prix_201392 grand prix_2013
92 grand prix_2013
 
NoSQL 동향
NoSQL 동향NoSQL 동향
NoSQL 동향
 
Setting up mongo replica set
Setting up mongo replica setSetting up mongo replica set
Setting up mongo replica set
 
Frontera распределенный робот для обхода веба в больших объемах / Александр С...
Frontera распределенный робот для обхода веба в больших объемах / Александр С...Frontera распределенный робот для обхода веба в больших объемах / Александр С...
Frontera распределенный робот для обхода веба в больших объемах / Александр С...
 
Journey to Stability: Petabyte Ceph Cluster in OpenStack Cloud
Journey to Stability: Petabyte Ceph Cluster in OpenStack CloudJourney to Stability: Petabyte Ceph Cluster in OpenStack Cloud
Journey to Stability: Petabyte Ceph Cluster in OpenStack Cloud
 
Как PostgreSQL работает с диском
Как PostgreSQL работает с дискомКак PostgreSQL работает с диском
Как PostgreSQL работает с диском
 
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015
How does PostgreSQL work with disks: a DBA's checklist in detail. PGConf.US 2015
 
MySQL High Availability Sprint: Launch the Pacemaker
MySQL High Availability Sprint: Launch the PacemakerMySQL High Availability Sprint: Launch the Pacemaker
MySQL High Availability Sprint: Launch the Pacemaker
 
Your 1st Ceph cluster
Your 1st Ceph clusterYour 1st Ceph cluster
Your 1st Ceph cluster
 
Ceph Performance and Sizing Guide
Ceph Performance and Sizing GuideCeph Performance and Sizing Guide
Ceph Performance and Sizing Guide
 
GUC Tutorial Package (9.0)
GUC Tutorial Package (9.0)GUC Tutorial Package (9.0)
GUC Tutorial Package (9.0)
 
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)
Как построить видеоплатформу на 200 Гбитс / Ольховченков Вячеслав (Integros)
 
7 Ways To Crash Postgres
7 Ways To Crash Postgres7 Ways To Crash Postgres
7 Ways To Crash Postgres
 

Destaque

Redis dict and_rehash
Redis dict and_rehashRedis dict and_rehash
Redis dict and_rehashDaeMyung Kang
 
이것이 레디스다.
이것이 레디스다.이것이 레디스다.
이것이 레디스다.Kris Jeong
 
113 deview2013 varnish-day1_track1_session3_1013
113 deview2013 varnish-day1_track1_session3_1013113 deview2013 varnish-day1_track1_session3_1013
113 deview2013 varnish-day1_track1_session3_1013NAVER D2
 
Redis as a message queue
Redis as a message queueRedis as a message queue
Redis as a message queueBrandon Lamb
 
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기NAVER D2
 
Redis basicandroadmap
Redis basicandroadmapRedis basicandroadmap
Redis basicandroadmapDaeMyung Kang
 
Implementing High Availability Caching with Memcached
Implementing High Availability Caching with MemcachedImplementing High Availability Caching with Memcached
Implementing High Availability Caching with MemcachedGear6
 
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례NAVER D2
 
왜 Spark 와 infinispan 왜 같이 쓰지
왜 Spark 와 infinispan 왜 같이 쓰지 왜 Spark 와 infinispan 왜 같이 쓰지
왜 Spark 와 infinispan 왜 같이 쓰지 Un Gi Jung
 
Memcached의 확장성 개선
Memcached의 확장성 개선Memcached의 확장성 개선
Memcached의 확장성 개선NAVER D2
 
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016Amazon Web Services Korea
 
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena DollyJi-Woong Choi
 
[오픈소스컨설팅]Session Clustering
[오픈소스컨설팅]Session Clustering[오픈소스컨설팅]Session Clustering
[오픈소스컨설팅]Session ClusteringJi-Woong Choi
 
Introduction to Redis
Introduction to RedisIntroduction to Redis
Introduction to RedisDvir Volk
 

Destaque (17)

Redis dict and_rehash
Redis dict and_rehashRedis dict and_rehash
Redis dict and_rehash
 
이것이 레디스다.
이것이 레디스다.이것이 레디스다.
이것이 레디스다.
 
113 deview2013 varnish-day1_track1_session3_1013
113 deview2013 varnish-day1_track1_session3_1013113 deview2013 varnish-day1_track1_session3_1013
113 deview2013 varnish-day1_track1_session3_1013
 
Redis as a message queue
Redis as a message queueRedis as a message queue
Redis as a message queue
 
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기
[Hello world 오픈세미나]varnish로 웹서버성능 향상시키기
 
Redis acc 2015
Redis acc 2015Redis acc 2015
Redis acc 2015
 
Redis basicandroadmap
Redis basicandroadmapRedis basicandroadmap
Redis basicandroadmap
 
Redis edu 4
Redis edu 4Redis edu 4
Redis edu 4
 
Implementing High Availability Caching with Memcached
Implementing High Availability Caching with MemcachedImplementing High Availability Caching with Memcached
Implementing High Availability Caching with Memcached
 
Redis edu 1
Redis edu 1Redis edu 1
Redis edu 1
 
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례
[2B3]ARCUS차별기능,사용이슈,그리고카카오적용사례
 
왜 Spark 와 infinispan 왜 같이 쓰지
왜 Spark 와 infinispan 왜 같이 쓰지 왜 Spark 와 infinispan 왜 같이 쓰지
왜 Spark 와 infinispan 왜 같이 쓰지
 
Memcached의 확장성 개선
Memcached의 확장성 개선Memcached의 확장성 개선
Memcached의 확장성 개선
 
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016
게임서비스를 위한 ElastiCache 활용 전략 :: 구승모 솔루션즈 아키텍트 :: Gaming on AWS 2016
 
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly
[오픈소스컨설팅]이기종 WAS 클러스터링 솔루션- Athena Dolly
 
[오픈소스컨설팅]Session Clustering
[오픈소스컨설팅]Session Clustering[오픈소스컨설팅]Session Clustering
[오픈소스컨설팅]Session Clustering
 
Introduction to Redis
Introduction to RedisIntroduction to Redis
Introduction to Redis
 

Semelhante a Redis ndc2013

Troubleshooting Redis- DaeMyung Kang, Kakao
Troubleshooting Redis- DaeMyung Kang, KakaoTroubleshooting Redis- DaeMyung Kang, Kakao
Troubleshooting Redis- DaeMyung Kang, KakaoRedis Labs
 
Troubleshooting redis
Troubleshooting redisTroubleshooting redis
Troubleshooting redisDaeMyung Kang
 
Memcached Code Camp 2009
Memcached Code Camp 2009Memcached Code Camp 2009
Memcached Code Camp 2009NorthScale
 
Use case for using the ElastiCache for Redis in production
Use case for using the ElastiCache for Redis in productionUse case for using the ElastiCache for Redis in production
Use case for using the ElastiCache for Redis in production知教 本間
 
Preventing and Resolving MySQL Downtime
Preventing and Resolving MySQL DowntimePreventing and Resolving MySQL Downtime
Preventing and Resolving MySQL DowntimeJervin Real
 
Deep Dive In To Redis Replication: Vishy Kasar
Deep Dive In To Redis Replication: Vishy KasarDeep Dive In To Redis Replication: Vishy Kasar
Deep Dive In To Redis Replication: Vishy KasarRedis Labs
 
RDS for MySQL, No BS Operations and Patterns
RDS for MySQL, No BS Operations and PatternsRDS for MySQL, No BS Operations and Patterns
RDS for MySQL, No BS Operations and PatternsLaine Campbell
 
Speeding up R with Parallel Programming in the Cloud
Speeding up R with Parallel Programming in the CloudSpeeding up R with Parallel Programming in the Cloud
Speeding up R with Parallel Programming in the CloudRevolution Analytics
 
Drupal Con My Sql Ha 2008 08 29
Drupal Con My Sql Ha 2008 08 29Drupal Con My Sql Ha 2008 08 29
Drupal Con My Sql Ha 2008 08 29liufabin 66688
 
Getting started with Amazon ElastiCache
Getting started with Amazon ElastiCacheGetting started with Amazon ElastiCache
Getting started with Amazon ElastiCacheAmazon Web Services
 
Cephfs jewel mds performance benchmark
Cephfs jewel mds performance benchmarkCephfs jewel mds performance benchmark
Cephfs jewel mds performance benchmarkXiaoxi Chen
 
MYSQL Patterns in Amazon - Make the Cloud Work For You
MYSQL Patterns in Amazon - Make the Cloud Work For YouMYSQL Patterns in Amazon - Make the Cloud Work For You
MYSQL Patterns in Amazon - Make the Cloud Work For YouPythian
 
(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep DiveAmazon Web Services
 
Loadays MySQL
Loadays MySQLLoadays MySQL
Loadays MySQLlefredbe
 
Experiences with Debugging Data Races
Experiences with Debugging Data RacesExperiences with Debugging Data Races
Experiences with Debugging Data RacesAzul Systems Inc.
 
Top 5 Mistakes to Avoid When Writing Apache Spark Applications
Top 5 Mistakes to Avoid When Writing Apache Spark ApplicationsTop 5 Mistakes to Avoid When Writing Apache Spark Applications
Top 5 Mistakes to Avoid When Writing Apache Spark ApplicationsCloudera, Inc.
 
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted Malaska
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted MalaskaTop 5 Mistakes When Writing Spark Applications by Mark Grover and Ted Malaska
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted MalaskaSpark Summit
 

Semelhante a Redis ndc2013 (20)

Troubleshooting Redis- DaeMyung Kang, Kakao
Troubleshooting Redis- DaeMyung Kang, KakaoTroubleshooting Redis- DaeMyung Kang, Kakao
Troubleshooting Redis- DaeMyung Kang, Kakao
 
Troubleshooting redis
Troubleshooting redisTroubleshooting redis
Troubleshooting redis
 
Memcached Code Camp 2009
Memcached Code Camp 2009Memcached Code Camp 2009
Memcached Code Camp 2009
 
Use case for using the ElastiCache for Redis in production
Use case for using the ElastiCache for Redis in productionUse case for using the ElastiCache for Redis in production
Use case for using the ElastiCache for Redis in production
 
Preventing and Resolving MySQL Downtime
Preventing and Resolving MySQL DowntimePreventing and Resolving MySQL Downtime
Preventing and Resolving MySQL Downtime
 
Spark Tips & Tricks
Spark Tips & TricksSpark Tips & Tricks
Spark Tips & Tricks
 
Deep Dive In To Redis Replication: Vishy Kasar
Deep Dive In To Redis Replication: Vishy KasarDeep Dive In To Redis Replication: Vishy Kasar
Deep Dive In To Redis Replication: Vishy Kasar
 
MySQL highav Availability
MySQL highav AvailabilityMySQL highav Availability
MySQL highav Availability
 
RDS for MySQL, No BS Operations and Patterns
RDS for MySQL, No BS Operations and PatternsRDS for MySQL, No BS Operations and Patterns
RDS for MySQL, No BS Operations and Patterns
 
Speeding up R with Parallel Programming in the Cloud
Speeding up R with Parallel Programming in the CloudSpeeding up R with Parallel Programming in the Cloud
Speeding up R with Parallel Programming in the Cloud
 
Drupal Con My Sql Ha 2008 08 29
Drupal Con My Sql Ha 2008 08 29Drupal Con My Sql Ha 2008 08 29
Drupal Con My Sql Ha 2008 08 29
 
Getting started with Amazon ElastiCache
Getting started with Amazon ElastiCacheGetting started with Amazon ElastiCache
Getting started with Amazon ElastiCache
 
Cephfs jewel mds performance benchmark
Cephfs jewel mds performance benchmarkCephfs jewel mds performance benchmark
Cephfs jewel mds performance benchmark
 
MYSQL Patterns in Amazon - Make the Cloud Work For You
MYSQL Patterns in Amazon - Make the Cloud Work For YouMYSQL Patterns in Amazon - Make the Cloud Work For You
MYSQL Patterns in Amazon - Make the Cloud Work For You
 
(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive(DAT407) Amazon ElastiCache: Deep Dive
(DAT407) Amazon ElastiCache: Deep Dive
 
Loadays MySQL
Loadays MySQLLoadays MySQL
Loadays MySQL
 
Experiences with Debugging Data Races
Experiences with Debugging Data RacesExperiences with Debugging Data Races
Experiences with Debugging Data Races
 
Running MySQL on Linux
Running MySQL on LinuxRunning MySQL on Linux
Running MySQL on Linux
 
Top 5 Mistakes to Avoid When Writing Apache Spark Applications
Top 5 Mistakes to Avoid When Writing Apache Spark ApplicationsTop 5 Mistakes to Avoid When Writing Apache Spark Applications
Top 5 Mistakes to Avoid When Writing Apache Spark Applications
 
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted Malaska
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted MalaskaTop 5 Mistakes When Writing Spark Applications by Mark Grover and Ted Malaska
Top 5 Mistakes When Writing Spark Applications by Mark Grover and Ted Malaska
 

Mais de DaeMyung Kang

How to use redis well
How to use redis wellHow to use redis well
How to use redis wellDaeMyung Kang
 
The easiest consistent hashing
The easiest consistent hashingThe easiest consistent hashing
The easiest consistent hashingDaeMyung Kang
 
How to name a cache key
How to name a cache keyHow to name a cache key
How to name a cache keyDaeMyung Kang
 
Integration between Filebeat and logstash
Integration between Filebeat and logstash Integration between Filebeat and logstash
Integration between Filebeat and logstash DaeMyung Kang
 
How to build massive service for advance
How to build massive service for advanceHow to build massive service for advance
How to build massive service for advanceDaeMyung Kang
 
Massive service basic
Massive service basicMassive service basic
Massive service basicDaeMyung Kang
 
Data Engineering 101
Data Engineering 101Data Engineering 101
Data Engineering 101DaeMyung Kang
 
How To Become Better Engineer
How To Become Better EngineerHow To Become Better Engineer
How To Become Better EngineerDaeMyung Kang
 
Kafka timestamp offset_final
Kafka timestamp offset_finalKafka timestamp offset_final
Kafka timestamp offset_finalDaeMyung Kang
 
Kafka timestamp offset
Kafka timestamp offsetKafka timestamp offset
Kafka timestamp offsetDaeMyung Kang
 
Data pipeline and data lake
Data pipeline and data lakeData pipeline and data lake
Data pipeline and data lakeDaeMyung Kang
 
webservice scaling for newbie
webservice scaling for newbiewebservice scaling for newbie
webservice scaling for newbieDaeMyung Kang
 

Mais de DaeMyung Kang (20)

Count min sketch
Count min sketchCount min sketch
Count min sketch
 
Redis
RedisRedis
Redis
 
Ansible
AnsibleAnsible
Ansible
 
Why GUID is needed
Why GUID is neededWhy GUID is needed
Why GUID is needed
 
How to use redis well
How to use redis wellHow to use redis well
How to use redis well
 
The easiest consistent hashing
The easiest consistent hashingThe easiest consistent hashing
The easiest consistent hashing
 
How to name a cache key
How to name a cache keyHow to name a cache key
How to name a cache key
 
Integration between Filebeat and logstash
Integration between Filebeat and logstash Integration between Filebeat and logstash
Integration between Filebeat and logstash
 
How to build massive service for advance
How to build massive service for advanceHow to build massive service for advance
How to build massive service for advance
 
Massive service basic
Massive service basicMassive service basic
Massive service basic
 
Data Engineering 101
Data Engineering 101Data Engineering 101
Data Engineering 101
 
How To Become Better Engineer
How To Become Better EngineerHow To Become Better Engineer
How To Become Better Engineer
 
Kafka timestamp offset_final
Kafka timestamp offset_finalKafka timestamp offset_final
Kafka timestamp offset_final
 
Kafka timestamp offset
Kafka timestamp offsetKafka timestamp offset
Kafka timestamp offset
 
Data pipeline and data lake
Data pipeline and data lakeData pipeline and data lake
Data pipeline and data lake
 
Redis acl
Redis aclRedis acl
Redis acl
 
Coffee store
Coffee storeCoffee store
Coffee store
 
Scalable webservice
Scalable webserviceScalable webservice
Scalable webservice
 
Number system
Number systemNumber system
Number system
 
webservice scaling for newbie
webservice scaling for newbiewebservice scaling for newbie
webservice scaling for newbie
 

Último

Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 

Último (20)

Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 

Redis ndc2013