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- Discuss the use of object serialization in distributed computing and the challenges it presents in maintaining data consistency and reliability in distributed environments.What is the advantage of a rich set of dimensions?How can event-driven architectures facilitate real-time data synchronization in distributed systems?
- In a distributed system, how can object serialization and deserialization impact performance and data consistency?Discuss the concept of transparency in distributed systems. What are the different types of transparency (e.g., location, access, migration) and their significance in distributed computing?When it comes to data warehousing, what are the advantages and disadvantages of a source-driven architecture as opposed to a design that is destination-driven?
- Discuss thread-local storage (TLS) and its significance in multithreaded programming. How can TLS be implemented in different programming languages?In a distributed system, how can you optimize object serialization for performance and efficiency? Provide examples of optimization techniques.With the emergence of more complex data structures, how are serialization techniques evolving to ensure depth-first or breadth-first traversal?
- What are the most distinguishing features of the RT approach?What are the drawbacks of employing structured data flow over log transfer?In unit eight, we are introduced to advanced database topics. In typical client–server systems the server machine is much more powerful than the clients; that is, its processor is faster, it may have multiple processors, and it has more memory and disk capacity. Consider instead a scenario where client and server machines have exactly the same power. Would it make sense to build a client–server system in such a scenario? Why? Which scenario would be better suited to a data-server architecture? Database systems are in use everywhere in our society. Explain the advantages of cloud computing over the traditional IT model (Table 10.1) and reference 2 additional websites.Consider a database system based on a client-server architecture, with the server acting as a data server. A. What is the effect of the speed of the interconnection between the client and the server on the choice between tuple and page shipping? B.. If page shipping is used, the cache of data at the client can be organized either as a tuple cache or a page cache. The page cache stores data in units of a page, while the tuple cache stores data in units of tuples. Assume tuples are smaller than pages. Describe one benefit of a tuple cache over a page cache.