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Eyal Gutkind - VP of Solutions, ScyllaDB
Scylla Virtual Workshop 2020
A walk through the process
Presenter
2
Eyal Gutkind
Eyal Gutkind is VP of Solutions at ScyllaDB. Prior to joining
ScyllaDB, Eyal held product management roles at Mirantis
and DataStax, and spent 12 years with Mellanox
Technologies in various engineering management and
product marketing roles. Eyal holds a BSc. degree in
Electrical and Computer Engineering from Ben Gurion
University in Israel and an MBA from Fuqua School of
Business at Duke University.
3
+ The Real-Time Big Data Database
+ Drop-in replacement for Cassandra
+ 10X the performance & low tail latency
+ New: Scylla Cloud, DBaaS
+ Open source and enterprise editions
+ Founded by the creators of KVM hypervisor
+ HQs: Palo Alto, CA; Herzelia, Israel
About ScyllaDB
Agenda
+ NoSQL Simplistic view
+ Scylla’s Architecture
+ Patterns and anti-patterns with Scylla
+ Let’s start a system
What you’ll need in order to follow along
+ Log in from your computer
+ Docker
+ Docker compose
+ Scylla Docker image - Link in your confirmation email
Workshop demo
NoSQL - By Availability vs Consistency
7
Pick Two
Availability
Partition
Tolerance
Consistency
C++ instead of Java
8
Shard per Core
Threads Shards
9
Unified Cache
Cassandra Scylla
Key
cache
Row
cache
Linux page cache
SSTables
Unified cache
SSTables
Complex Tuning
On-heap /
Off-heap
10
I/O Scheduler
11
Self-Optimizing
12
Lower Node
Count
Millions of OPS per node
of throughput reduces
the number of nodes
your application requires.
Scylla Benefits
Predictable,
Low Latencies
Consistent single-digit
millisecond p99
latencies.
Less
Complexity
Smaller footprint,
self-optimizing,
works out-of-the-box
13
Cassandra and
DynamoDB
Compatibility
Drop-in replacement,
compatible with full C*
and DynamoDB
ecosystem (drivers, etc.)
Deployment Options
Install in Your Datacenter
➔ Scylla Open Source
➔ Scylla Enterprise
Install at a Cloud Provider
➔ Scylla Open Source
➔ Scylla Enterprise
Database as a Service
➔ Fully managed Scylla
clusters
➔ 24*7 maintenance
and support.
On-Prem Cloud Hosted Scylla Cloud
14
Data Model Best Practice
SELECT * FROM myks.mytable where userid=’my_id’;
CREATE TABLE mytable (
userid uuid,
info text,
time timestamp,
PRIMARY KEY (userid, time));
Differences from RDBMS
▪ CQL is similar to SQL, but different...
Item SQL CQL
Consistency Strong Eventual
Data Reference (Foreign key) Yes Denormalized data
Join Yes Use 3rd party tools
WHERE clauses Yes
Yes, but performance hits can
apply for non-key columns
ORDER BY clauses Yes
Can only be applied to a
clustering column
17
The shape of your workload
Monitoring and management
Let’s build a system
+ End of year Total raw data size: 2TB, Starting with ~1TB
+ Typical record size read/written by the application: 1KB
+ Data model: 3-5 tables, up to 10 columns per row, 1-5 rows per partition, mainly text
+ Latency requirements: 20ms Write, 30ms Read, for the 99%
+ Read:Write ratio: 70:30
+ Throughput: 50,000 database op/s
+ IaaS: AWS,
+ Replication Factor: 3
+ Some Spark work for analytics
19
Let’s build a system, Amazon Web Services
+ Per Data Center
+ Needed disk space: 12TB
+ Media type: NVMe drives to meet latency SLA
+ Requires 30 threads, 15 physical cores
+ Per Data center instance options
+ 3 x i3.4xlarge → Total disk: 11.5TB
and
+ 3 x i3.2xlarge for the Spark cluster
+ 1x i3.2xlarge for Scyla monitoring and Scylla manager
20
Sizing poll
Workshop demo Contd.
Book a session with me
+ If you are interested in evaluating your current workloads to learn how you can
save more, you can sign up for a Technical Evaluation session with me.
Link : https://www.scylladb.com/product/technical-consultation/
+ Or email me directly to eyal@scylladb.com if you have any questions.
We will send you these links via email along with the session recording.
23
Summary
+ Gather applications and business requirements
+ Select the right infrastructure
+ Think about resiliency and high availability
Ask us questions!
24
Content poll
Stay in touch
eyal@scylladb.com
@gutkinde
United States
545 Faber Place
Palo Alto, CA 94303
Israel
11 Galgalei Haplada
Herzelia, Israel
www.scylladb.com
@scylladb
Thank you

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Scylla Virtual Workshop 2020

  • 1. Eyal Gutkind - VP of Solutions, ScyllaDB Scylla Virtual Workshop 2020 A walk through the process
  • 2. Presenter 2 Eyal Gutkind Eyal Gutkind is VP of Solutions at ScyllaDB. Prior to joining ScyllaDB, Eyal held product management roles at Mirantis and DataStax, and spent 12 years with Mellanox Technologies in various engineering management and product marketing roles. Eyal holds a BSc. degree in Electrical and Computer Engineering from Ben Gurion University in Israel and an MBA from Fuqua School of Business at Duke University.
  • 3. 3 + The Real-Time Big Data Database + Drop-in replacement for Cassandra + 10X the performance & low tail latency + New: Scylla Cloud, DBaaS + Open source and enterprise editions + Founded by the creators of KVM hypervisor + HQs: Palo Alto, CA; Herzelia, Israel About ScyllaDB
  • 4. Agenda + NoSQL Simplistic view + Scylla’s Architecture + Patterns and anti-patterns with Scylla + Let’s start a system
  • 5. What you’ll need in order to follow along + Log in from your computer + Docker + Docker compose + Scylla Docker image - Link in your confirmation email
  • 7. NoSQL - By Availability vs Consistency 7 Pick Two Availability Partition Tolerance Consistency
  • 8. C++ instead of Java 8
  • 10. Unified Cache Cassandra Scylla Key cache Row cache Linux page cache SSTables Unified cache SSTables Complex Tuning On-heap / Off-heap 10
  • 13. Lower Node Count Millions of OPS per node of throughput reduces the number of nodes your application requires. Scylla Benefits Predictable, Low Latencies Consistent single-digit millisecond p99 latencies. Less Complexity Smaller footprint, self-optimizing, works out-of-the-box 13 Cassandra and DynamoDB Compatibility Drop-in replacement, compatible with full C* and DynamoDB ecosystem (drivers, etc.)
  • 14. Deployment Options Install in Your Datacenter ➔ Scylla Open Source ➔ Scylla Enterprise Install at a Cloud Provider ➔ Scylla Open Source ➔ Scylla Enterprise Database as a Service ➔ Fully managed Scylla clusters ➔ 24*7 maintenance and support. On-Prem Cloud Hosted Scylla Cloud 14
  • 15. Data Model Best Practice SELECT * FROM myks.mytable where userid=’my_id’; CREATE TABLE mytable ( userid uuid, info text, time timestamp, PRIMARY KEY (userid, time));
  • 16. Differences from RDBMS ▪ CQL is similar to SQL, but different... Item SQL CQL Consistency Strong Eventual Data Reference (Foreign key) Yes Denormalized data Join Yes Use 3rd party tools WHERE clauses Yes Yes, but performance hits can apply for non-key columns ORDER BY clauses Yes Can only be applied to a clustering column
  • 17. 17 The shape of your workload
  • 19. Let’s build a system + End of year Total raw data size: 2TB, Starting with ~1TB + Typical record size read/written by the application: 1KB + Data model: 3-5 tables, up to 10 columns per row, 1-5 rows per partition, mainly text + Latency requirements: 20ms Write, 30ms Read, for the 99% + Read:Write ratio: 70:30 + Throughput: 50,000 database op/s + IaaS: AWS, + Replication Factor: 3 + Some Spark work for analytics 19
  • 20. Let’s build a system, Amazon Web Services + Per Data Center + Needed disk space: 12TB + Media type: NVMe drives to meet latency SLA + Requires 30 threads, 15 physical cores + Per Data center instance options + 3 x i3.4xlarge → Total disk: 11.5TB and + 3 x i3.2xlarge for the Spark cluster + 1x i3.2xlarge for Scyla monitoring and Scylla manager 20
  • 23. Book a session with me + If you are interested in evaluating your current workloads to learn how you can save more, you can sign up for a Technical Evaluation session with me. Link : https://www.scylladb.com/product/technical-consultation/ + Or email me directly to eyal@scylladb.com if you have any questions. We will send you these links via email along with the session recording. 23
  • 24. Summary + Gather applications and business requirements + Select the right infrastructure + Think about resiliency and high availability Ask us questions! 24
  • 27. United States 545 Faber Place Palo Alto, CA 94303 Israel 11 Galgalei Haplada Herzelia, Israel www.scylladb.com @scylladb Thank you