uNite 2017 - Going serverless - Gertjan Vanthienen

•

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What if you could spend all your time building and deploying great apps, and none of your time managing servers? Serverless computing let's you do just that.

Software

• 30% idle on average
• 30b $ wasted
• Amazon:
• ~ 7,3 % CPU load

Backend
as a
service
Function
as a
service

client
Application server
authentication
Database operations
Upload files
Auth provider
db provider
storage provider

Why reinvent
the wheel
Managed by
third party
Less
complexity
Cost

Azure functions AWS lamda Google cloud functions

Host (process)
FaaS platformApplication process
operation
operation
operation

FaaS platform
operation
operation
operation
An event occurs
operation

CLIENT
HANDLE CLICK
FUNCTION DB
Click
HANDLE CLICK
FUNCTION
HANDLE CLICK
FUNCTION
HANDLE CLICK
FUNCTION
HANDLE CLICK
FUNCTION
HANDLE CLICK
FUNCTION

Specialized Event triggered Lasts a short time
Instant scale Pay per use Fully managed

Less to
manage
Scaling is
automatic
Cost model

Paas
• You decide when to scale
• and how
• CPU > 85% - instance++
Faas
• Scaling is managed for you
• When needed

• 9 million cost
• +1 years dev
• Crashed on first day

In 2 days Total cost
< 500$
It scaled
2 students recreated it…

invocations Memory exec time
X ( X
€ 0.169
Per million executions
)
€ 0.000014
per
GB-s
3 million x 512mb x 1 s exec time = 14,85 €
3 million x 128mb x 1 s exec time = 0,37 €

1s
Execution time
100%
Cost
200ms 20%
Reduce
By
80%
Optimization and writing good code suddenly becomes a driving business case

Phone
generate thumbnails
Save images On new image
Storage account

Every week
Fetch orders for this week
exec Mail sales

search
order
Auth
Search
Books
API gateway
GET: /api/book
POST: /api/book/order
Storage
search
db
Order
Book
Send
mail
order
db
Get
details
book
db

Productivity Rapid time to market Scale instantly pay-per-use

dotnet
Cloud
Azure
architect
Competence
lead
gertjan.vanthienen@ordina.be
Come and talk to me

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ADR, or Architecture Decision Record, is a valuable tool in software development for several reasons. It provides a centralized location for documenting and tracking architectural decisions, aiding both current and future team members. ADRs enhance communication among team members by documenting the rationale behind architectural decisions, especially beneficial during onboarding of new team members or when revisiting decisions. They serve as a knowledge base, enabling teams to learn from past decisions and refine their decision-making process. Additionally, ADRs contribute to transparency by helping stakeholders understand the reasons behind specific architectural choices. As with any other tool or process, introducing them into an organization can face several obstacles, and overcoming these challenges is crucial for successful implementation. In this talk I go through some common problems and our way of solving them.

Architecture decision records - How not to get lost in the past

Papp Krisztián

At TECUNIQUE, we're a stable and steadily growing Indian software services company with over 14 years of industry experience. Specializing in offshore software development and quality assurance services, we've built a reputation for delivering unique and effective solutions to start-ups, software development companies, enterprises, and digital agencies. We pride ourselves on our commitment to excellence and innovation. By blending insightful business domain knowledge with exceptional technical prowess, we craft tailor-made solutions that meet the unique needs of our clients. Our dedicated teams are adept in specific technologies, ensuring seamless integration of skills and delivering reliable, scalable, and high-quality software solutions aligned with our clients' preferences. Bespoke Dedicated Teams: Crafted to meet your specific needs and technology preferences, our dedicated teams are committed to delivering top-notch software solutions. Offshore Software Development: Accelerate your software development and scale up quickly with our 12+ years of expertise in offshore development. Quality Assurance Services: Ensure the quality of your software products with our dedicated teams of experienced QA professionals. IT Staff Augmentation: Overcome skill gaps with our client-centric software team, offering staff augmentation services. Expert Software Services: Unlock our capabilities in custom software development, product development, and quality assurance. Mission and Vision: Our mission at TECUNIQUE is to be the catalyst for our clients' success in the dynamic domain of software development. Rooted in our core values of respect, authenticity, and responsibility, we strive to ease the software outsourcing experience, reducing both time and cost to market for our clients. We envision ourselves as the leading Indian software services company, renowned for our unwavering commitment to excellence and innovation. www.tecunique.com

TECUNIQUE: Success Stories: IT Service provider

mohitmore19

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Announcing Codolex 2.0 from GDK Software

Jim McKeeth

Foundation models are machine learning models which are easily capable of performing variable tasks on large and huge datasets. FMs have managed to get a lot of attention due to this feature of handling large datasets. It can do text generation, video editing to protein folding and robotics. In case we believe that FMs can help the hospitals and patients in any way, we need to perform some important evaluations, tests to test these assumptions. In this review, we take a walk through Fms and their evaluation regimes assumed clinical value. To clarify on this topic, we reviewed no less than 80 clinical FMs built from the EMR data. We added all the models trained on structured and unstructured data. We are referring to this combination of structured and unstructured EMR data or clinical data.

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

harshavardhanraghave

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