This document discusses various Enterprise Application Integration centric designs or approaches which may be considered as better practices, and have been implemented in the data acquisition platform at Nielsen. Targeted audience is tech leaders and architects working across the platform. There is a special focus on leveraging open source technologies where possible. Hoping that some of the material here can help fellow architects.
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013mumrah
Apache Kafka is a new breed of messaging system built for the "big data" world. Coming out of LinkedIn (and donated to Apache), it is a distributed pub/sub system built in Scala. It has been an Apache TLP now for several months with the first Apache release imminent. Built for speed, scalability, and robustness, Kafka should definitely be one of the data tools you consider when designing distributed data-oriented applications.
The talk will cover a general overview of the project and technology, with some use cases, and a demo.
Overview of what's going on in the HTTP world. This is the latest version of a talk I've given in the past at Google, Bell Labs and QCon San Francisco.
This document discusses various Enterprise Application Integration centric designs or approaches which may be considered as better practices, and have been implemented in the data acquisition platform at Nielsen. Targeted audience is tech leaders and architects working across the platform. There is a special focus on leveraging open source technologies where possible. Hoping that some of the material here can help fellow architects.
Introduction and Overview of Apache Kafka, TriHUG July 23, 2013mumrah
Apache Kafka is a new breed of messaging system built for the "big data" world. Coming out of LinkedIn (and donated to Apache), it is a distributed pub/sub system built in Scala. It has been an Apache TLP now for several months with the first Apache release imminent. Built for speed, scalability, and robustness, Kafka should definitely be one of the data tools you consider when designing distributed data-oriented applications.
The talk will cover a general overview of the project and technology, with some use cases, and a demo.
Overview of what's going on in the HTTP world. This is the latest version of a talk I've given in the past at Google, Bell Labs and QCon San Francisco.
Prezi slides from an international marketing masterclass with a seminar on international marketing strategy and how to develop an overseas marketing framework with considerations of the extra complexity that exporting can bring.
,marletin
In this short presentation, Subhash Yadav of Valuebound has explained about “Caching in Drupal 8.” A cache is a collection of data of the same type stored in a device for future use. Caches are found at every level of a content's journey from the original server to the browser.
Understanding Apache Kafka P99 Latency at ScaleScyllaDB
Apache Kafka is a highly popular distributed system used by many organizations to connect systems, build microservices, create data mesh, etc. However, as a distributed system, understanding its performance could be a challenge, so many moving parts exist.
In this talk, we are going to review the key moving parts (producers, consumers, replication, network, etc), a strategy to measure and interpret the performance results for consumers and producers and a general guideline for deciding about performance in Apache Kafka.
An attendee will take home after the talk a proven method to measure, evaluate and optimise the performance of an Apache Kafka based infrastructure. A key skill for low throughput users, but especially for the biggest scale deployments.
Prezi slides from an international marketing masterclass with a seminar on international marketing strategy and how to develop an overseas marketing framework with considerations of the extra complexity that exporting can bring.
,marletin
In this short presentation, Subhash Yadav of Valuebound has explained about “Caching in Drupal 8.” A cache is a collection of data of the same type stored in a device for future use. Caches are found at every level of a content's journey from the original server to the browser.
Understanding Apache Kafka P99 Latency at ScaleScyllaDB
Apache Kafka is a highly popular distributed system used by many organizations to connect systems, build microservices, create data mesh, etc. However, as a distributed system, understanding its performance could be a challenge, so many moving parts exist.
In this talk, we are going to review the key moving parts (producers, consumers, replication, network, etc), a strategy to measure and interpret the performance results for consumers and producers and a general guideline for deciding about performance in Apache Kafka.
An attendee will take home after the talk a proven method to measure, evaluate and optimise the performance of an Apache Kafka based infrastructure. A key skill for low throughput users, but especially for the biggest scale deployments.
ASIT is one of the leading providers of Programming courses "Advanced JAVA",along with professional certification. We associate with industry experts to deliver the training requirements of Job seeks and working professionals.for more details please visit our website.
Learn what's coming from the developers building it.
Highlights include:
HTTPv2.0
This update of the current WebDAV HTTP protocol will boost performance while preserving the benefits of providing web access to Subversion.
SVNJ
A rich server-side JAVA API that leverages Subversion's established code base. SVNJ will enable the Subversion community to reach out to millions of JAVA developers to create the same rich functionality and extensibility on the server that's available on the client.
Obliterate
A new feature that cleanly removes obsolete files and other data from Subversion repositories. Obliterate will include comprehensive audit and recovery capabilities to guarantee that history is always available.
Working Copy
New features include centralized metadata storage and improved extensibility. These enhancements will lay the groundwork for offline commits and other capabilities normally associated with distributed version control systems.
With the growing challenges we face with shortage of resources there is a constant need to improve scalability and performance. Fortunately Java EE 7 and Java SE 7 has provided a rich set of APIs which can be used to avoid the conventional request-response paradigm. The session will span across JSRs cover how JAX-RS, Servlets, WebSockets, EJB provide support to submit asynchronous requests and cover topics like callbacks, timeouts, client side asynchrony, API like non blocking IO and lots of good stuff from Java EE 7 and Java SE 7 . Prerequisite: An open mind and be ready to “Think async”
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
2. Partial Object Caching
Handle range operations for HTTP.
Major change to cache implementation.
But still backwards compatible!
Other things can be improved because of these cahnges
Read while write.
Origin connection collapsing in core.
Stale while revalidate support in core.
Better locking / less polling.
3. Request Quantization
Requests to origin quantized to fragment sized (default 1MB).
Can’t assume origin / upstream supports multi-range.
Need to consolidate to single range.
Making multiple requests not currently feasible.
Trailing requests need expansion to be sufficiently large to have a cacheable
portion.
May also want to extend toward byte 0 if “close enough” to avoid empty
earliest fragment.
5. Transaction Contention
Want to minimize contention between transactions for a cache object.
Example: Request for a large object must not block range request for an
extended period.
Initial
request
Second
Request
Long range leading
6. Current status
Currently in production testing on a 6.2 base.
Will be forwarded ported to 7.1.
I think this will be the fourth version port
Still implementing
Stale while revalidate
Stale while error
Backwards compatibility
7. Challenges
Finding time to work and test.
Still finding out things about how the cache works.
Handling edge cases.
10. Problem: Alternate selection for 2nd
request
Wait for headers
Pending request may be alternate desired.
Must prevent build up of pending requests.
Don’t wait for headers
Must not delay requests too long
11. Alternate selection / write lock fail
Request
Alternate Vector
No Alt Selected
Request
Request
New alternate
Response (Headers)
Alternate Select
12. Problem: Alternate selection for 2nd
request
Configuration to select two items: wait time and timeout action
Wait time – # ms (or ns) to wait for headers to return.
Timeout action
Fail – return error code to useragent.
Select from existing alternates.
Serve selection.
Go to origin anyway (disable caching).
Fail – return error code to user agent.
15. Update vector –
Trailing readers vs. fast stale & update
Updated alternate itself becomes stale while readers still serving.
Move reader CacheVC alternate pointers?
Technically challenging.
Treat as update miss?
My preferred option.
Treat updated alternate as not stale as long as active readers
Must force new readers to alternate in “stale” vector.
16. Ongoing work
Stale while revalidate, stale while error
OpenDirEntry is not updated until write finishes.
Stale object remains accessible until then.
Stale if error
17. Audience requests
Put in forward protection – ignore future objects to roll back ATS version.
Need this to be able to roll back more easily.
Look at configuration/ checks for origins without range support.
How to determine if an origin doesn’t support ranges.
Miles to the rescue – use header_rewrite to remove Range: header.
Test coverage
Integration tests
Unit tests
Try to break up in to smaller commits.