This book gathers papers addressing state-of-the-art research in the areas of machine learning and predictive analysis, presented virtually at the Fourth International Conference on Information and Communication Technology for Intelligent Systems (ICTIS 2020), India. It covers topics such as intelligent agent and multi-agent systems in various domains, machine learning, intelligent information retrieval and business intelligence, intelligent information system development using design science principles, intelligent web mining and knowledge discovery systems.

Peek Under the Hood of the Complex but Fascinating Java Virtual Machine Dive into the intricacies of JVM performance with JVM Performance Engineering, the essential guide for seasoned Java developers eager to demystify the JVM. Focusing on the OpenJDK HotSpot VM, this book provides insights into cutting-edge Java performance techniques and trends. Distinguished Java Champion Monica Beckwith blends theoretical insights and practical tools--encompassing case studies, applications, use-case diagrams, and process flow charts--to demonstrate diagnostic techniques, performance methodologies, and optimizations. This manual is a portal to excelling in Java performance engineering, offering Java developers, system architects, and software engineers the tools to foster career advancement and success with Java applications. Examine the evolving Java type system, from lambda expressions to the advent of records and sealed classes, and explore how Project Valhalla aims to further optimize performance Leverage the Unified JVM Logging Interface for enhanced diagnostics, monitoring, and performance testing, featuring the novel asynchronous logging mechanism Grasp the intricate relationship between JVM and hardware, mastering end-to-end Java performance optimization techniques Gain deep insights into JVM's garbage collection and memory management, examining the pivotal Garbage First and Z GCs--and how they are shaping the Java performance landscape Explore efficient deployment strategies and techniques to accelerate JVM readiness, leveraging class data sharing, ahead-of-time compilation, and innovations like GraalVM and upcoming Project Leyden Embark on an exploration of the synergy between the JVM and exotic hardware like GPUs and FPGAs and revel in the potential of Project Panama and TornadoVM in high-computational scenarios such as machine learning and data analytics Look ahead to the future of Java concurrency with Virtual Threads, and investigate runtime optimizations of string handling and concurrency, propelling Java forward Register your product for convenient access to downloads, updates, and/or corrections as they become available. See inside for details.

Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done. Yet that’s often the case. With this practical book, intermediate to advanced Java technologists working with complex technology stacks will learn how to tune Java applications for performance using a quantitative, verifiable approach. Most resources on performance tend to discuss the theory and internals of Java virtual machines, but this book focuses on the practicalities of performance tuning by examining a wide range of aspects. There are no simple recipes, tips and tricks, or algorithms to learn. Performance tuning is a process of defining and determining desired outcomes. And it requires diligence. Learn how Java principles and technology make the best use of modern hardware and operating systems Explore several performance tests and common anti-patterns that can vex your team Understand the pitfalls of measuring Java performance numbers and the drawbacks of microbenchmarking Dive into JVM garbage collection logging, monitoring, tuning, and tools Explore JIT compilation and Java language performance techniques Learn performance aspects of the Java Collections API and get an overview of Java concurrency

The author reads Goethe's Faust as the first epic written under Spinoza's influence. He shows how its thematic development is governed by Spinoza's pantheistic naturalism. He further contends that Wagner and Nietzsche have tried to surpass their mentor Goethe's work by writing their own Spinozan epics of love and power in The Ring of the Nibelung and Thus Spoke Zarathustra. These Spinozan epics are designed to succeed the Christian epics in the Western literary tradition. Whereas the Christian epics dared to groom human beings for their destiny in the supernatural world, the Spinozan epics try to reinstate humanity as the children of Mother Nature and overcome their alienation from the natural world, which had been dictated by the long reign of Christianity. However, it has been well noted that none of these new epics seems to hang together thematically as a coherent work. By his Spinozan reading, the author not only demonstrates the thematic unity of each of them singly, but further illustrates their thematic relation with each other.

Summer camp is a traditional teenage rite of passage, but when you add supernatural powers to the typically high dosage of adolescent hormones – you get an even more combustible mix. Sixteen-year-old werewolf twins Kate and Logan Danvers are none too thrilled at being shipped off to a supernatural youth leadership conference in West Virginia. From the moment they arrive at the camp, the twins sense something is off and they react in their usual manner – Logan reserving judgement and surveying the setup, while Kate charges forward determined to get answers. Kate and Logan quickly ascertain that most of the conference attendees have already formed hostile factions, leaving the twins and a few other misfits to band together. What seems like teen hormones in overdrive becomes something much more dangerous, even deadly. Add in a strange magic-warded cabin in the woods and a local history rife with curses and macabre legends, and it becomes clear this was a really, really bad place to build a camp for teenage supernaturals.