It is important to examine the relative advantages of synchronous data replication and partitioning.
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- Describe the difference between data replication in a distributed system and the upkeep of a back-up site in a different country.Therefore, in the context of a multithreading system, what does "cooperative" multithreading entail?Is there any downside to the one-for-one, mutually beneficial strategy, and what are those downsides?Explain the concept of consensus algorithms like Paxos and Raft. How do they ensure fault tolerance and data consistency in distributed systems?
- What are the potential issues related to data synchronization in dynamic multithreading, and how can they be mitigated?Discuss thread-local storage (TLS) and its significance in multithreaded programming. How can TLS be implemented in different programming languages?Computer science Describe the distinctions between replication and duplication.
- In the context of a multithreading system, what does "cooperative" multithreading entail?What are the advantages and disadvantages of the one-for-one approach?Big Data Parallel database systems store replicas of each data item (or partition) onmore than one node.a. Why is it a good idea to distribute the copies of the data items allocatedto a node across multiple other nodes, instead of storing all the copiesin the same node (or set of nodes).b. What are the benefits and drawbacks of using RAID storage instead ofstoring an extra copy of each data item?To what extent do concerns about data security and privacy need to be addressed when migrating from on-premises servers to an IaaS architecture?
- CASE: The Attorney General (AG) has contracted you to build a voting system to be used by political parties for candidate nominations. The system is to be hosted in each county in Kenya. What type(s) of transparency would NOT be an issue if all the hardware and software components were identical across all counties? Explain. What type(s) of transparency would BE an issue in the presence of replication of student marks? ExplainIn a multithreading system, what is "cooperative" multithreading?What are the pros and cons of one-for-one cooperation?Parallel database systems store replicas of each data item (or partition) onmore than one node.a. Why is it a good idea to distribute the copies of the data items allocatedto a node across multiple other nodes, instead of storing all the copiesin the same node (or set of nodes).b. What are the benefits and drawbacks of using RAID storage instead ofstoring an extra copy of each data item?