JavaOne 2015 presentation on writing protocols that use SCTP quickly and easy in Java using POJOs and the Scamper library, which builds on top of Netty's SCTP support.
#4 Mulesoft Virtual Meetup Kolkata December 2020Roikka Hazarika
The document summarizes the agenda and content of a MuleSoft meetup group meeting in Kolkata. The agenda included introductions, a presentation on integrating applications using Anypoint MQ, and best practices for secure properties in MuleSoft. The Anypoint MQ presentation covered topics like publish-subscribe integration patterns, using Anypoint MQ for publishing and subscribing to messages, acknowledgement modes, and comparisons to other message queues. It included a demo and a question and answer session. The meeting concluded with a trivia quiz, notices about sharing on social media, and requesting feedback.
gRPC can help minimize the barrier of cross-system communication by providing language-agnostic API definitions, backward and forward compatible versioning with protocol buffers, and pluggable load balancing and tracing. You will see how to quickly get up and running with the gRPC framework using Node.js from creating a protocol definition, creating meaningful health checks, and securing the endpoint. Additionally, this session will go over best practices and how to take full advantage of what gRPC has to offer.
RabbitMQ is a message broker that uses AMQP, an open messaging protocol. It is written in Erlang and supports publishing messages to exchanges which then route the messages to queues based on routing rules. PHP applications can interact with RabbitMQ using libraries like PhpAmqpLib which implements the full AMQP specification and allows PHP code to publish, consume, and manage messages and queues.
Introduction to chronicle (low latency persistence)Peter Lawrey
This document discusses Chronicle, an open source Java library for very fast embedded persistence designed for applications that require microsecond latency, such as high-frequency trading systems. Chronicle provides lock-free, garbage-collected logging to file or shared memory in a way that is throughput-efficient and allows the producer and consumer to operate independently without waiting on each other. It aims to offer persistence performance better than traditional databases or messaging systems for low-latency applications.
NullMQ aims to provide ZeroMQ semantics in the browser by using STOMP over WebSocket. STOMP is a simple, extensible protocol that can model virtual connections and transactions over a single WebSocket connection. NullMQ embraces the nature of the web by using existing transports and protocols rather than direct connections. This allows for near feature parity with ZeroMQ while addressing security and performance limitations of the browser environment.
In this talk we will discuss the use of gRPC to build a microservices-based application on Kubernetes. We’ll firstly focus on the basic concepts of gRPC: protocol buffers, code generation and HTTP 2.0. We’ll then discuss some more intermediate-level features, such as native Kubernetes load balancing, gRPC streaming, error propagation, HTTP tunneling and instrumentation. Finally we’ll touch on some of the newer, exciting developments in the space: middleware and context propagation for distributed tracing, gRPC Web for client-side rich web apps and gogoproto for blazing-fast generated code. This talk is based on my experience building a hosted, Prometheus-based monitoring service, which itself used gRPC for all intra-server communication and runs on Kubernetes. There’ll be live coding, real world examples and discussion of the benefits (and drawbacks) of gRPC.
Presented at GDG Devfest Ukraine 14th Oct 2017.
This document discusses using DNS delegation to load balance traffic across application servers without a single point of failure. It describes configuring multiple nameservers each with their own zone file that resolves the domain's A record to the nameserver's own IP address. When a user resolves the domain, they will be routed to one of the nameservers randomly, load balancing traffic. It provides steps for implementing this using Puppet including opening ports, configuring the bind9 module and zone file, deploying, and testing.
This document discusses learnings from Google's experience with microservices and the Stubby framework. It covers why HTTP/JSON is insufficient, the importance of establishing common protocols and data formats, designing for fault tolerance, collecting service analytics and tracing, and load balancing. It then introduces gRPC as an open source framework that addresses these lessons by providing language-independent service definitions, performance via HTTP/2, pluggable features, and usability across platforms and languages.
How Zhaopin contributes to Pulsar communityStreamNative
This document discusses Apache Pulsar usage in Zhaopin and some key features:
1. It provides an overview of how Pulsar is used in Zhaopin and the increasing message throughput over time.
2. It describes several Pulsar features in detail, including key-shared subscriptions, schema versioning, HDFS offloading, and upcoming topics like policies and sticky consumers.
3. It discusses the Pulsar community contributions from the Zhaopin team, including details on key-shared subscriptions, schema version handling, HDFS offloader storage, and other improvements.
Ingesting data streams with a serverless infrastructureGil Colunga
The document describes Nordstrom's solution for ingesting data streams from microservices into a serverless infrastructure. It outlines different approaches tried, including using a Windows service with Redshift and S3, and another using a Windows service with Elastic Search, which did not meet their needs. The successful solution uses Amazon Kinesis to ingest streams, Lambda to process messages, Elastic Search for searching, and S3 for long-term storage. Key aspects of the solution include separating and pairing messages in Kinesis and measuring all aspects of the system.
Low latency microservices in java QCon New York 2016Peter Lawrey
In this talk we explore how Microservices and Trading System overlap and what they can learn from each other. In particular, how can we make microservices easy to test and performant. How can Trading System have shorter time to market and easier to maintain.
Introduction to gRPC: A general RPC framework that puts mobile and HTTP/2 fir...Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
This document compares REST and gRPC for microservices communication. It discusses how gRPC addresses limitations of REST like inefficient binary encoding and lack of bidirectional streaming. gRPC uses protocol buffers for interface definition and code generation. It supports multiple languages and platforms and uses HTTP/2 for performance. Companies like Google and Netflix use gRPC for its performance advantages. The document provides examples of unary, server streaming, client streaming and bidirectional streaming RPC calls in gRPC. It recommends using gRPC for microservices and client-server applications where performance is important.
Aurora is an Open Source CLI application to collect OpenStack boot logs for 100 boot cycles and performed textual structure extraction semantic log classification on them.
This document models and compares the performance of HTTP over several transport protocols, including persistent connection HTTP, transaction TCP (T-TCP), and UDP-based request-response protocols like ARDP. It presents models for calculating the minimum transit time of requests over these protocols. The performance of HTTP over TCP is specifically modeled, taking into account factors like TCP slow start. Validation of the models and a discussion of the protocols is also provided.
Graylog2 is an open source log management tool that uses MongoDB instead of MySQL for improved performance. It allows users to collect, aggregate, analyze and search logs from multiple servers. Key features include accepting syslog and GELF log formats, notifications via email/SMS, and future plans to add incident management and more analytics capabilities. On average, Graylog2 is over 40 times faster than the previous version Graylog1 at generating pages due to its use of MongoDB instead of MySQL.
Kraken is a P2P docker image distribution system. It’s loosely based on BitTorrent protocol, fully compatible with docker registry API, and supports pluggable storage backends like S3, HDFS, etc. It successfully solved scaling problems we saw under different scenarios, also greatly sped up container deployment.
CurveZMQ, ZMTP and other Dubious Characterspieterh
The document discusses secure messaging for internet applications using ZeroMQ. It proposes solutions like CurveZMQ and ZMTP 3.0 that provide encryption, authentication and extensibility at the protocol level. CurveZMQ defines a security handshake inspired by CurveCP that is transport neutral and compatible with SASL. ZMTP 3.0 introduces security mechanisms to ZMQ like CURVE for full encryption and authentication. The author advocates getting involved in the open RFC process to help evolve these standards.
RestMS is a new protocol for web messaging that aims to provide a simple yet capable solution based on open standards. It takes the best aspects of AMQP, such as its generic routing model, and AtomPub, such as its RESTful access over HTTP, and combines them. RestMS allows publishers to send messages to feeds and subscribers to create pipes that join feeds to receive and process messages. It uses common REST/HTTP operations and aims to be easy to use while still providing high performance and interoperability.
This document provides a preview of new features in Apache Pulsar 2.5.0, including transactional streaming, sticky consumers, batch receiving, and namespace change events. It also discusses messaging semantics like at least once, at most once, and effectively once delivery. Transactional streaming allows atomic multi-topic publishes and acknowledgments. Sticky consumers improve partitioning for key-based topics. Batch receiving allows consuming messages in batches. Namespace change events provide notifications of namespace changes.
Unless you have a problem which scales to many independent tasks easily e.g. web services, you may find that the best way to improve throughput is by reducing latency. This talk starts with Little's Law and it's consequences for high performance computing.
NPF scripting with Lua by Lourival Vieira Netoeurobsdcon
Abstract
NetBSD recently added an experimental support for kernel scripting based on the programming language Lua, which allows privileged users to load and run Lua scripts in kernel. This talk presents a special use case on scripting the NetBSD Packet Filter (NPF). It presents NPFLua, a NPF extension module that allows users to define advanced rules to filter the network traffic using Lua scripts.
This talk also presents Luadata, a Lua extension library that allows developers to expose safely system memory for Lua scripts. This library also allows users to describe data layouts declaratively in Lua. Luadata is used in combination with NPFLua to allow users to inspect and modify network packet payload using Lua.
Speaker bio
Lourival Vieira Neto is developer of NetBSD, working on Lua in kernel. He graduated from PUC-Rio with B.Sc. degree in Computer Engineering and M.Sc. degree in Computer Science (Programming Languages). He is currently project coordinator for embedded systems for digital television at TQTVD/TOTVS, Brazil.
In Apache Pulsar Beijing Meetup, Sijie Guo and Yong Zhang gave a preview of transaction support in Pulsar 2.5.0. Sijie Guo started with the current state of messaging semantics in Pulsar and talked about the implementation of message deduplication introduced by PIP-6. Then he went into the details of why do we need transaction and how do we implement transaction in Pulsar. Finally Yong walked through the whole transaction execution flow.
The Cache Scope is a Mule feature that stores and reuses frequently called data to save time and processing load. It determines if a message's payload is consumable, like a streaming payload, or not. If consumable, it cannot be cached and the caching strategy is abandoned. If not consumable, it continues the caching strategy which can retrieve cached data on subsequent requests rather than reprocessing the message. An example demonstrates configuring Cache Scope and observing the second flow is not triggered on a repeat request as the data is served from the cache.
- The document discusses the need for simpler messaging standards and protocols as an alternative to complex and proprietary solutions.
- It introduces AMQP as an open protocol for messaging but notes it is still complex. It then presents RestMS as a simpler RESTful alternative to AMQP that works over plain HTTP.
- Examples are given of using RestMS through HTTP requests and responses to create feeds and send messages. Open source projects including Zyre, OpenAMQ, and X5 are discussed which implement RestMS.
This document discusses asynchronous network programming with Netty and provides recipes for common tasks. The recipes cover how to build asynchronous TCP clients and servers, send and receive messages, get callbacks for channel operations, and handle channel states. Netty uses an asynchronous model that is more scalable and efficient than traditional blocking I/O for building network applications that handle many connections. The document explains how Netty handles asynchronous I/O through its event loop and provides code examples for implementing common asynchronous network programming patterns.
This document discusses several common network programming problems and solutions when building applications with Netty. It covers how to get local and remote socket addresses, send and receive stream-based TCP/IP data using codecs, send data as POJO objects using ObjectEncoder and ObjectDecoder, and provides code examples for string and POJO encoding/decoding over TCP.
How Zhaopin contributes to Pulsar communityStreamNative
This document discusses Apache Pulsar usage in Zhaopin and some key features:
1. It provides an overview of how Pulsar is used in Zhaopin and the increasing message throughput over time.
2. It describes several Pulsar features in detail, including key-shared subscriptions, schema versioning, HDFS offloading, and upcoming topics like policies and sticky consumers.
3. It discusses the Pulsar community contributions from the Zhaopin team, including details on key-shared subscriptions, schema version handling, HDFS offloader storage, and other improvements.
Ingesting data streams with a serverless infrastructureGil Colunga
The document describes Nordstrom's solution for ingesting data streams from microservices into a serverless infrastructure. It outlines different approaches tried, including using a Windows service with Redshift and S3, and another using a Windows service with Elastic Search, which did not meet their needs. The successful solution uses Amazon Kinesis to ingest streams, Lambda to process messages, Elastic Search for searching, and S3 for long-term storage. Key aspects of the solution include separating and pairing messages in Kinesis and measuring all aspects of the system.
Low latency microservices in java QCon New York 2016Peter Lawrey
In this talk we explore how Microservices and Trading System overlap and what they can learn from each other. In particular, how can we make microservices easy to test and performant. How can Trading System have shorter time to market and easier to maintain.
Introduction to gRPC: A general RPC framework that puts mobile and HTTP/2 fir...Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
This document compares REST and gRPC for microservices communication. It discusses how gRPC addresses limitations of REST like inefficient binary encoding and lack of bidirectional streaming. gRPC uses protocol buffers for interface definition and code generation. It supports multiple languages and platforms and uses HTTP/2 for performance. Companies like Google and Netflix use gRPC for its performance advantages. The document provides examples of unary, server streaming, client streaming and bidirectional streaming RPC calls in gRPC. It recommends using gRPC for microservices and client-server applications where performance is important.
Aurora is an Open Source CLI application to collect OpenStack boot logs for 100 boot cycles and performed textual structure extraction semantic log classification on them.
This document models and compares the performance of HTTP over several transport protocols, including persistent connection HTTP, transaction TCP (T-TCP), and UDP-based request-response protocols like ARDP. It presents models for calculating the minimum transit time of requests over these protocols. The performance of HTTP over TCP is specifically modeled, taking into account factors like TCP slow start. Validation of the models and a discussion of the protocols is also provided.
Graylog2 is an open source log management tool that uses MongoDB instead of MySQL for improved performance. It allows users to collect, aggregate, analyze and search logs from multiple servers. Key features include accepting syslog and GELF log formats, notifications via email/SMS, and future plans to add incident management and more analytics capabilities. On average, Graylog2 is over 40 times faster than the previous version Graylog1 at generating pages due to its use of MongoDB instead of MySQL.
Kraken is a P2P docker image distribution system. It’s loosely based on BitTorrent protocol, fully compatible with docker registry API, and supports pluggable storage backends like S3, HDFS, etc. It successfully solved scaling problems we saw under different scenarios, also greatly sped up container deployment.
CurveZMQ, ZMTP and other Dubious Characterspieterh
The document discusses secure messaging for internet applications using ZeroMQ. It proposes solutions like CurveZMQ and ZMTP 3.0 that provide encryption, authentication and extensibility at the protocol level. CurveZMQ defines a security handshake inspired by CurveCP that is transport neutral and compatible with SASL. ZMTP 3.0 introduces security mechanisms to ZMQ like CURVE for full encryption and authentication. The author advocates getting involved in the open RFC process to help evolve these standards.
RestMS is a new protocol for web messaging that aims to provide a simple yet capable solution based on open standards. It takes the best aspects of AMQP, such as its generic routing model, and AtomPub, such as its RESTful access over HTTP, and combines them. RestMS allows publishers to send messages to feeds and subscribers to create pipes that join feeds to receive and process messages. It uses common REST/HTTP operations and aims to be easy to use while still providing high performance and interoperability.
This document provides a preview of new features in Apache Pulsar 2.5.0, including transactional streaming, sticky consumers, batch receiving, and namespace change events. It also discusses messaging semantics like at least once, at most once, and effectively once delivery. Transactional streaming allows atomic multi-topic publishes and acknowledgments. Sticky consumers improve partitioning for key-based topics. Batch receiving allows consuming messages in batches. Namespace change events provide notifications of namespace changes.
Unless you have a problem which scales to many independent tasks easily e.g. web services, you may find that the best way to improve throughput is by reducing latency. This talk starts with Little's Law and it's consequences for high performance computing.
NPF scripting with Lua by Lourival Vieira Netoeurobsdcon
Abstract
NetBSD recently added an experimental support for kernel scripting based on the programming language Lua, which allows privileged users to load and run Lua scripts in kernel. This talk presents a special use case on scripting the NetBSD Packet Filter (NPF). It presents NPFLua, a NPF extension module that allows users to define advanced rules to filter the network traffic using Lua scripts.
This talk also presents Luadata, a Lua extension library that allows developers to expose safely system memory for Lua scripts. This library also allows users to describe data layouts declaratively in Lua. Luadata is used in combination with NPFLua to allow users to inspect and modify network packet payload using Lua.
Speaker bio
Lourival Vieira Neto is developer of NetBSD, working on Lua in kernel. He graduated from PUC-Rio with B.Sc. degree in Computer Engineering and M.Sc. degree in Computer Science (Programming Languages). He is currently project coordinator for embedded systems for digital television at TQTVD/TOTVS, Brazil.
In Apache Pulsar Beijing Meetup, Sijie Guo and Yong Zhang gave a preview of transaction support in Pulsar 2.5.0. Sijie Guo started with the current state of messaging semantics in Pulsar and talked about the implementation of message deduplication introduced by PIP-6. Then he went into the details of why do we need transaction and how do we implement transaction in Pulsar. Finally Yong walked through the whole transaction execution flow.
The Cache Scope is a Mule feature that stores and reuses frequently called data to save time and processing load. It determines if a message's payload is consumable, like a streaming payload, or not. If consumable, it cannot be cached and the caching strategy is abandoned. If not consumable, it continues the caching strategy which can retrieve cached data on subsequent requests rather than reprocessing the message. An example demonstrates configuring Cache Scope and observing the second flow is not triggered on a repeat request as the data is served from the cache.
- The document discusses the need for simpler messaging standards and protocols as an alternative to complex and proprietary solutions.
- It introduces AMQP as an open protocol for messaging but notes it is still complex. It then presents RestMS as a simpler RESTful alternative to AMQP that works over plain HTTP.
- Examples are given of using RestMS through HTTP requests and responses to create feeds and send messages. Open source projects including Zyre, OpenAMQ, and X5 are discussed which implement RestMS.
This document discusses asynchronous network programming with Netty and provides recipes for common tasks. The recipes cover how to build asynchronous TCP clients and servers, send and receive messages, get callbacks for channel operations, and handle channel states. Netty uses an asynchronous model that is more scalable and efficient than traditional blocking I/O for building network applications that handle many connections. The document explains how Netty handles asynchronous I/O through its event loop and provides code examples for implementing common asynchronous network programming patterns.
This document discusses several common network programming problems and solutions when building applications with Netty. It covers how to get local and remote socket addresses, send and receive stream-based TCP/IP data using codecs, send data as POJO objects using ObjectEncoder and ObjectDecoder, and provides code examples for string and POJO encoding/decoding over TCP.
This document is a table of contents for a book titled "Netty Cookbook: Recipes for building asynchronous event-driven network applications". The book contains recipes for using the Netty framework to build scalable and high performance networked applications. It is aimed at Java developers with some networking knowledge who want to use Netty. The book covers topics like building TCP servers and clients, handling different protocols, integrating with web frameworks, real-time applications, security, and connecting to big data systems. It includes 9 chapters with recipes to solve common network programming problems using Netty.
Netty Notes Part 2 - Transports and BuffersRick Hightower
This document provides notes on Netty Part 2 focusing on transports and buffers. It discusses the different Netty transport options including NIO, epoll, and OIO. It explains that Netty provides a common interface for different implementations. The document also covers Netty buffers including ByteBuf, direct vs array-backed buffers, composite buffers, and buffer pooling. It emphasizes that performance gains come from reducing byte copies and buffer allocation.
Introduction to SCTP and it's benefits over TCP and UDPVIJAY SHARMA
SCTP is a transport layer protocol that provides benefits over TCP and UDP for transmitting signaling messages over IP networks. It allows for multi-homing where a connection can be established over multiple network interfaces, multi-streaming to send multiple streams of data over a single connection, and preserves message boundaries during transmission. SCTP also protects against SYN flooding attacks, uses selective acknowledgements to selectively retransmit only missing parts of data, and supports both ordered and unordered delivery of messages.
Netty Notes Part 3 - Channel Pipeline and EventLoopsRick Hightower
Learning more about Netty helps me understand Vert.x better. Netty in Action is a great book. The threading model of Netty is very important to understanding event loops and reactive programming.
Choosing a communication platform is an important decision. From simple two-way communication to complex multi-node architectures, ZeroMQ, the embeddable networking library, helps provide a safe, fast and reliable communication medium.
This webinar will give you an overview of the ZeroMQ architecture, explaining the advantages and exploring usage patterns and cross-platform capabilities. We'll also go through examples of the patterns using different languages, including C++, Swift, Python and C.
1) The document discusses several common messaging protocols for IoT including HTTP, CoAP, MQTT, and AMQP.
2) It compares the architecture, implementation weight, data transport capabilities, communication patterns supported, and security features of each protocol.
3) The document concludes that the choice of protocol depends on factors like device constraints, network reliability, message rate, and need to process data payloads. No single protocol is optimal for all situations.
The document discusses gRPC, an open-source framework for building distributed applications and services. It was motivated by Google's experience with internal RPC systems handling over 1010 RPCs per second. gRPC uses HTTP/2 for transport, allowing it to take advantage of existing network infrastructure while enabling features like bidirectional streaming. It generates client and server code from IDL definitions, supporting multiple languages.
MailerQ is an MTA for sending large volumes of email quickly, flexibly and efficiently. It uses JSON encoded emails in a RabbitMQ queue to send messages from configurable IP addresses. Results are saved to a MySQL database and Couchbase can optionally store message bodies. The management console provides real-time performance metrics for messages, IPs and domains.
Ice is an object-oriented middleware platform that provides tools and library support for building distributed client-server applications where clients and servers can be written in different languages and run on different operating systems. It allows objects to communicate across networks using various protocols like TCP/IP and UDP. Ice applications are portable across deployment environments. Key Ice concepts include Ice objects that can respond to requests, proxies that handle remote invocations, servants that implement object behaviors, and object adapters that manage object lifecycles. Ice also supports features like synchronous/asynchronous invocations, exceptions, and a protocol for encoding/transmitting data.
This document summarizes using AMQP and RabbitMQ for messaging with Spring and Camel. It provides an overview of messaging and why it is used, describes the AMQP protocol and RabbitMQ broker, explains the different AMQP concepts like queues, exchanges and bindings, and how to integrate RabbitMQ with Spring and Camel using common patterns. Useful links are also included for tutorials on RabbitMQ, Camel RabbitMQ component, example code, and Spring AMQP.
The document provides an overview of how the internet works by discussing various networking concepts and components involved in connecting devices and routing traffic from local networks to external networks and servers. It explains protocols like TCP, UDP, and IP and networking devices like routers, switches, firewalls, proxies, load balancers and VPNs and how they facilitate communication and security. The document is intended to help understand error logs and troubleshoot network issues by providing context on the underlying infrastructure.
This document discusses various protocols that can be used for communication with devices in the Internet of Things. It describes several protocols including HTTP/HTTPS, WebSockets, MQTT, MQTT-SN, CoAP, and XMPP. For each protocol, it provides details on their appropriate uses, capabilities, and limitations when used with different types of devices and communication needs. It also compares MQTT and CoAP, noting that the best protocol depends on the specific application and devices used.
Internet of Things requires communication to devices that are either actuators or sensors. Each actuator and sensor has an identity. Each actuator and sensor may be either directly connected to the world wide web or indirectly connected via a type of gateway.
Communication to these devices needs to be reliable. Therefore each device may implement their most suitable communication protocol.
This deck describes the main common protocols and their usage for the Internet of Things
Charles Gibbons
apicrazy.com
Internet of Things requires communication to devices that are either actuators or sensors. Each actuator and sensor has an identity. Each actuator and sensor may be either directly connected to the world wide web or indirectly connected via a type of gateway.
Communication to these devices needs to be reliable. Therefore each device may implement their most suitable communication protocol.
This deck describes the main common protocols and their usage for the Internet of Things
Charles Gibbons
apicrazy.com
This document discusses various protocols that can be used for communication with devices in the Internet of Things. It describes several protocols including HTTP/HTTPS, WebSockets, MQTT, MQTT-SN, CoAP, and XMPP. For each protocol, it provides details on their appropriate uses, capabilities, and limitations when used with devices that have limited memory, power, or network connectivity. It recommends selecting the right protocol based on a device's capabilities and the specific communication needs of the application.
This document discusses various protocols that can be used for communication with devices in the Internet of Things. It describes several protocols including HTTP/HTTPS, WebSockets, MQTT, MQTT-SN, CoAP, and XMPP. For each protocol, it provides details on their appropriate uses, capabilities, and limitations when used with devices that have limited memory, power, or network connectivity. It recommends selecting the right protocol based on a device's capabilities and the specific communication needs of the application.
This document describes a new service discovery protocol called ICMPv6SD that is designed to address some limitations of UPnP/SSDP in home networks. ICMPv6SD utilizes the advantages of IPv6 and ICMPv6 to provide a more compact and efficient discovery protocol. It reorganizes the SSDP message format to fit the ICMPv6 message format for lighter encoding. It also applies data compression using Huffman coding to further reduce message sizes. Experimental results show ICMPv6SD can significantly reduce the number of messages and amount of network traffic compared to SSDP, especially as the number of devices increases in the home network.
Communication over the kinds of Data-Links used for unmanned vehicles presents important challenges dues to the low bandwidth, intermittent, and lower reliability of these links. Classic network protocols such as TCP do not operate well in this environment forcing application developers to implement their own reliability and session management. This presentation describes he issues and alternatives.
MikroTik is a Linux-based router that can be installed and fully operated on a regular PC. It has many features, including performing functions like NAT, bandwidth management, and filtering at the 3-layer network level, allowing it to efficiently route high bandwidth and perform operations like NAT and filtering on low-end hardware. MikroTik also offers stability, security, and ease of configuration through its web interface and command line tools.
A Journey into Hexagon: Dissecting Qualcomm BasebandsPriyanka Aash
Mobile phones are quite complicated and feature multiple embedded processors handling wifi, cellular connectivity, bluetooth, and other signal processing in addition to the application processor. Have you ever been curious about how your phone actually makes calls and texts on a low level? Or maybe you want to learn more about the internals of the baseband but have no clue where to start. We will dive into the internals of a qualcomm baseband, tracing it's evolution over the years until its current state. We will discuss the custom, in-house DSP architecture they now run on, and the proprietary RTOS running on it. We will also cover the architecture of the cellular stack, likely places vulnerabilities lie, and exploit mitigations in place. Finally we will cover debugging possibilities, and how to get started analyzing the baseband firmware—how to differentiate between RTOS and cellular functions, how to find C std library functions, and more.
- The document describes a serverless data ingestion and processing architecture using AWS services like SNS, SQS, Lambda, Firehose, and S3.
- Streaming data is collected from SNS into SQS queues and processed by Lambda functions to store raw and refined data in S3 buckets.
- The architecture ensures data is not lost if messages fail processing and developers can independently deploy stream processors.
This document discusses messaging queues and compares Kafka and Amazon SQS. It begins by explaining what a messaging queue is and provides examples of software that can be used, including Kafka, SQS, SNS, and RabbitMQ. It then discusses why messaging queues are useful by allowing for asynchronous and failed processing. The document proceeds to provide details on Kafka, including that it is a distributed streaming platform used by companies like LinkedIn, Twitter, and Netflix. It defines Kafka terminology and discusses how producers and consumers work. Finally, it compares features of SQS and Kafka like order of messages, delivery guarantees, retention, security, costs, and throughput.
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Wondershare Filmora is a video editing software and app designed for both beginners and experienced users. It's known for its user-friendly interface, drag-and-drop functionality, and a wide range of tools and features for creating and editing videos. Filmora is available on Windows, macOS, iOS (iPhone/iPad), and Android platforms.
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Key Features and Functions:
Organization:
Lightroom Classic provides robust tools for organizing your photos, including creating collections, using keywords, flags, and color labels.
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Users with Large Collections:
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Users who prefer a traditional workflow:
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Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak
As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Eric D. Schabell
It's time you stopped letting your telemetry data pressure your budgets and get in the way of solving issues with agility! No more I say! Take back control of your telemetry data as we guide you through the open source project Fluent Bit. Learn how to manage your telemetry data from source to destination using the pipeline phases covering collection, parsing, aggregation, transformation, and forwarding from any source to any destination. Buckle up for a fun ride as you learn by exploring how telemetry pipelines work, how to set up your first pipeline, and exploring several common use cases that Fluent Bit helps solve. All this backed by a self-paced, hands-on workshop that attendees can pursue at home after this session (https://o11y-workshops.gitlab.io/workshop-fluentbit).
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This SlideShare presentation is from our May webinar, “Not So Common Memory Leaks & How to Fix Them?”, where we explored lesser-known memory leak patterns in Java applications. Unlike typical leaks, subtle issues such as thread local misuse, inner class references, uncached collections, and misbehaving frameworks often go undetected and gradually degrade performance. This deck provides in-depth insights into identifying these hidden leaks using advanced heap analysis and profiling techniques, along with real-world case studies and practical solutions. Ideal for developers and performance engineers aiming to deepen their understanding of Java memory management and improve application stability.
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What Do Contribution Guidelines Say About Software Testing? (MSR 2025)Andre Hora
Software testing plays a crucial role in the contribution process of open-source projects. For example, contributions introducing new features are expected to include tests, and contributions with tests are more likely to be accepted. Although most real-world projects require contributors to write tests, the specific testing practices communicated to contributors remain unclear. In this paper, we present an empirical study to understand better how software testing is approached in contribution guidelines. We analyze the guidelines of 200 Python and JavaScript open-source software projects. We find that 78% of the projects include some form of test documentation for contributors. Test documentation is located in multiple sources, including CONTRIBUTING files (58%), external documentation (24%), and README files (8%). Furthermore, test documentation commonly explains how to run tests (83.5%), but less often provides guidance on how to write tests (37%). It frequently covers unit tests (71%), but rarely addresses integration (20.5%) and end-to-end tests (15.5%). Other key testing aspects are also less frequently discussed: test coverage (25.5%) and mocking (9.5%). We conclude by discussing implications and future research.
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Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
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Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMaxim Salnikov
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Using SCTP with Scamper and Netty
1. Using SCTP with Scamper and NettyUsing SCTP with Scamper and Netty
Tim BoudreauTim Boudreau
http://timboudreau.comhttp://timboudreau.com
October 2015October 2015
2. What is SCTP?What is SCTP?
●
Stream control transmission protocol
●
Alternative to TCP
–
Yes, that far down the network stack!
●
Message-oriented like UDP
●
Multiple streams per connection
–
No“head of line” blocking
●
Multiple addresses per connection
●
Heartbeats built-in
3. Why SCTP?Why SCTP?
●
Designed for multimedia & telephony
●
But good for anything message-oriented
–
Metrics / logging data in particular
●
Supported by most OS's
–
Need lksctp-tools on Linux
4. Anatomy of an SCTP connectionAnatomy of an SCTP connection
●
Multiple“channels” per connection
–
Send data in sequence on a channel
–
Does not block sends on other channels
●
Association – endpoint = more than one
socket address
–
Will take the shortest path
–
Provides network-level fault tolerance
5. What That MeansWhat That Means
●
You can decide if you care about message-order
●
Messages don't (have to) block each other
●
Messages are either completely delivered or not
–
The application doesn't have to deal with partial messages
●
Message size not limited (unlike UDP)
●
Reliable (unlike UDP)
●
Heartbeat built-in
6. Why isn't SCTP more used?Why isn't SCTP more used?
●
People use what they know
●
Home routers don't always support it well via
NAT
–
Not a problem for server-server communication
7. Use Case – statsd-like metricsUse Case – statsd-like metrics
●
Etsy's Statsd is a popular daemon for collecting real-time
metrics
●
Receives fire-and-forget small UDP packets that update
counters, etc.
●
Statsd stores them in a back-end for visualization &
reporting
8. Statsd issuesStatsd issues
●
You don't know if a UDP packet was
delivered
●
Packet size must be < network MTU
–
Or the packet may be silently dropped
●
Connection not redundant
9. SCTP Support in JavaSCTP Support in Java
●
Very low-level
–
com.sun.nio.sctp.SctpChannel
●
Complete but hard to work with
–
Implement message loop, handlers
–
Typical NIO network API
10. SCTP Support in NettySCTP Support in Netty
●
Also low-level
–
But better abstractions for writing async servers
–
Buffer memory pooling to reduce allocation and
other goodies
–
Still low-level
11. Why Scamper?Why Scamper?
●
I wanted some higher level abstractions
●
Writing asynchronous servers doesn't have to
feel like doing something hard
–
Follow the NodeJS model: Build a highly
concurrent system out of small blocks of simple
synchronous code
12. Scamper – Higher Level
Abstractions
Scamper – Higher Level
Abstractions
●
Messages are objects
●
Protocols are simple to write
–
5 byte message header + payload
●
Compression & encryption can be layered on top of any
protocol
●
Standards-based wire-format for messages
–
BSON / JSON / Java serialization / roll-your-own
13. Scamper – DetailsScamper – Details
Determines payload encoding –
BSON, JSON, Serializaton +/-
compression or encryption.
You define message types, map them to object classes.
The payload, which is encoded/decoded for you
public static final MessageType WHAT_TIME_IS_IT = new
MessageType("dateQuery", 1, 1);
public static final MessageType THE_TIME_IS = new
MessageType("dateResponse", 1, 2);
new SctpServerAndClientBuilder("datedemo")
.bind(WHAT_TIME_IS_IT, DateQueryHandler.class)
.bind(THE_TIME_IS, DateResponseHandler.class)
.start();
14. Using ScamperUsing Scamper
●
Define some POJOs (or use a Map)
●
Write a handler to receive POJOs
●
Register a MessageType
–
2 shorts, and a name (for logging)
–
Identifies which handler should be called with the message
●
Create an SctpServerAndClientBuilder
●
Bind MessageType+Handler pairs
●
Start the server, or retrieve a Sender if a client
16. Writing a Message TypeWriting a Message Type
public static final MessageType THE_TIME_IS = new
MessageType("dateResponse", 1, 2);
●
The 1 and 2 are message identifiers – you define them (16 bit Java
shorts)
●
The name is just for logging (not sent over the wire)
●
To create a message:
Message<DateResponse> msg = THE_TIME_IS.newMessage(new
DateResponse());
sender.send(address, msg);
17. Writing a Message HandlerWriting a Message Handler
●
Says what type it takes in its constructor
●
Implements onMessage() to receive POJOS
●
Can reply with a new message
static class DateResponseHandler extends MessageHandler<Map, DateRecord> {
DateResponseHandler() {
super(DateRecord.class);
}
public Message<Map> onMessage(Message<DateRecord> data, ChannelHandlerContext
ctx) {
System.out.println("RECEIVE " + new Date(data.body.when) + " from "
+ctx.channel().remoteAddress());
return null; //we could reply here
}
}
public static class DateRecord implements Serializable {
public long when = System.currentTimeMillis();
}
18. Is It Baked Yet?Is It Baked Yet?
●
The things that work, work
●
Uses pre-release Netty 5
–
Which has been very stable
●
Getting multi-homing working on a branch
●
In-progress patches for Netty for One-to-Many
support
19. Scamper – How to Get ItScamper – How to Get It
●
Maven dependency :
<dependency>
<groupId>com.mastfrog</groupId>
<artifactId>scamper</artifactId>
<version>1.3-dev</version>
</dependency>
●
Need my maven repo in your pom.xml
–
Follow instructions here: http://timboudreau.com/builds
–
Will be in Maven central Real Soon Now[tm]
22. According to the RFCAccording to the RFC
●
Acknowledged error-free non-duplicated transfer of user
data
●
Data fragmentation to conform to discovered path MTU size
●
Sequenced delivery of user messages within multiple
streams, with an option for order-of-arrival delivery of
individual user messages
●
Optional bundling of multiple user messages into a single
SCTP packet, and
●
Network-level fault tolerance through supporting of multi-
homing at either or both ends of an association.