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Overcoming Database
Scaling Challenges with a
New Approach to NoSQL
Peter Corless — Director of Technical Advocacy, ScyllaDB
Tomer Sandler — Director of Customer Success & TAM, ScyllaDB
Introductions
Peter Corless, Director of Technical Advocacy
+ Editor of and frequent contributor to the ScyllaDB blog
+ Program chair for ScyllaDB Summit and P99 CONF
+ Host of ScyllaDB Masterclass series
+ @PeterCorless on Twitter
Tomer Sandler, Director of Customer Success and TAM
+ Lifecycle support: from deployment to operations
+ Troubleshoots toughest real-time technical issues
+ Plays a mean saxophone
+ Infoworld 2020 Technology of the Year!
+ Founded by designers of KVM Hypervisor
The Database Built for Gamechangers
3
“ScyllaDB stands apart...It’s the rare product
that exceeds my expectations.”
– Martin Heller, InfoWorld contributing editor and reviewer
“For 99.9% of applications, ScyllaDB delivers all the
power a customer will ever need, on workloads that other
databases can’t touch – and at a fraction of the cost of
an in-memory solution.”
– Adrian Bridgewater, Forbes senior contributor
+ Resolves challenges of legacy NoSQL databases
+ >5x higher throughput
+ >20x lower latency
+ >75% TCO savings
+ DBaaS/Cloud, Enterprise and Open Source solutions
+ Proven globally at scale
4
+400 Gamechangers Leverage ScyllaDB
Seamless experiences
across content + devices
Fast computation of flight
pricing
Corporate fleet
management
Real-time analytics 2,000,000 SKU -commerce
management
Video recommendation
management
Threat intelligence service
using JanusGraph
Real time fraud detection
across 6M transactions/day
Uber scale, mission critical
chat & messaging app
Network security threat
detection
Power ~50M X1 DVRs with
billions of reqs/day
Precision healthcare via
Edison AI
Inventory hub for retail
operations
Property listings and
updates
Unified ML feature store
across the business
Cryptocurrency exchange
app
Geography-based
recommendations
Global operations- Avon,
Body Shop + more
Predictable performance for
on sale surges
GPS-based exercise
tracking
Serving dynamic live
streams at scale
Powering India's top
social media platform
Personalized
advertising to players
Distribution of game
assets in Unreal Engine
?
How does a company know
when they’ve hit the wall?
Q1:
5
?
What about throughput limits?
What’s different if you added more
workloads vs. bursty time-of-day
traffic?
6
Q2:
?
Even with the best up-front planning
you can run into a stochastic event
that can go beyond your predictive
planning? What then?
7
Q3:
?
Let’s define “emergency scalability”
as responding to unplanned demands
on your system. What examples have
you seen of “emergency scaling”
limits in the wild?
8
Q4:
?
What’s different doing “emergency
scaling” with an on-premises
deployment vs.
a public cloud?
9
Q5:
?
Is the cloud really just “someone
else’s computer?”
10
Q6:
?
Is data volume itself a barrier to
scale? “I want a petabyte of storage
fully loaded by 8 AM tomorrow!”
11
Q7:
?
What are other real-time limits you
can’t avoid? Like the latency of the
speed of light, or the raw time to
actually stream your data to the new
hardware?
12
Q8:
?
Can you talk more about latency
issues? You can’t just throw
hardware at it. Because that could
even make latencies worse.
13
Q9:
?
What advice can you give to
system architects planning for
data at scale?
14
Q10:
Poll
How much data do you under management of your
transactional database?
Q&A
WANT TO KEEP LEARNING?
Join ScyllaDB University for Free:
university.scylladb.com
SCYLLADB VIRTUAL WORKSHOP
Getting Started with ScyllaDB
23 February 2023, 10am PT | 1pm ET | 6pm GMT
Thank you
for joining us today.
@scylladb scylladb/
slack.scylladb.com
@scylladb company/scylladb/
scylladb/

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Overcoming Database Scaling Challenges with a New Approach to NoSQL.pdf

  • 1. Overcoming Database Scaling Challenges with a New Approach to NoSQL Peter Corless — Director of Technical Advocacy, ScyllaDB Tomer Sandler — Director of Customer Success & TAM, ScyllaDB
  • 2. Introductions Peter Corless, Director of Technical Advocacy + Editor of and frequent contributor to the ScyllaDB blog + Program chair for ScyllaDB Summit and P99 CONF + Host of ScyllaDB Masterclass series + @PeterCorless on Twitter Tomer Sandler, Director of Customer Success and TAM + Lifecycle support: from deployment to operations + Troubleshoots toughest real-time technical issues + Plays a mean saxophone
  • 3. + Infoworld 2020 Technology of the Year! + Founded by designers of KVM Hypervisor The Database Built for Gamechangers 3 “ScyllaDB stands apart...It’s the rare product that exceeds my expectations.” – Martin Heller, InfoWorld contributing editor and reviewer “For 99.9% of applications, ScyllaDB delivers all the power a customer will ever need, on workloads that other databases can’t touch – and at a fraction of the cost of an in-memory solution.” – Adrian Bridgewater, Forbes senior contributor + Resolves challenges of legacy NoSQL databases + >5x higher throughput + >20x lower latency + >75% TCO savings + DBaaS/Cloud, Enterprise and Open Source solutions + Proven globally at scale
  • 4. 4 +400 Gamechangers Leverage ScyllaDB Seamless experiences across content + devices Fast computation of flight pricing Corporate fleet management Real-time analytics 2,000,000 SKU -commerce management Video recommendation management Threat intelligence service using JanusGraph Real time fraud detection across 6M transactions/day Uber scale, mission critical chat & messaging app Network security threat detection Power ~50M X1 DVRs with billions of reqs/day Precision healthcare via Edison AI Inventory hub for retail operations Property listings and updates Unified ML feature store across the business Cryptocurrency exchange app Geography-based recommendations Global operations- Avon, Body Shop + more Predictable performance for on sale surges GPS-based exercise tracking Serving dynamic live streams at scale Powering India's top social media platform Personalized advertising to players Distribution of game assets in Unreal Engine
  • 5. ? How does a company know when they’ve hit the wall? Q1: 5
  • 6. ? What about throughput limits? What’s different if you added more workloads vs. bursty time-of-day traffic? 6 Q2:
  • 7. ? Even with the best up-front planning you can run into a stochastic event that can go beyond your predictive planning? What then? 7 Q3:
  • 8. ? Let’s define “emergency scalability” as responding to unplanned demands on your system. What examples have you seen of “emergency scaling” limits in the wild? 8 Q4:
  • 9. ? What’s different doing “emergency scaling” with an on-premises deployment vs. a public cloud? 9 Q5:
  • 10. ? Is the cloud really just “someone else’s computer?” 10 Q6:
  • 11. ? Is data volume itself a barrier to scale? “I want a petabyte of storage fully loaded by 8 AM tomorrow!” 11 Q7:
  • 12. ? What are other real-time limits you can’t avoid? Like the latency of the speed of light, or the raw time to actually stream your data to the new hardware? 12 Q8:
  • 13. ? Can you talk more about latency issues? You can’t just throw hardware at it. Because that could even make latencies worse. 13 Q9:
  • 14. ? What advice can you give to system architects planning for data at scale? 14 Q10:
  • 15. Poll How much data do you under management of your transactional database?
  • 16. Q&A WANT TO KEEP LEARNING? Join ScyllaDB University for Free: university.scylladb.com SCYLLADB VIRTUAL WORKSHOP Getting Started with ScyllaDB 23 February 2023, 10am PT | 1pm ET | 6pm GMT
  • 17. Thank you for joining us today. @scylladb scylladb/ slack.scylladb.com @scylladb company/scylladb/ scylladb/